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Transport and Mobility Laboratory: academic output | |
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Transport and Mobility Laboratory: academic output | |
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Michel Bierlaire is professor, member of the laboratory since Jul 01, 1998
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Michel Bierlaire.
@Article{BeinBierDocq24,
author = {Michel Beine and Michel Bierlaire and Fr\'ed\'eric Docquier},
title = {New York, Abu Dhabi, London or Stay at Home? Using a Cross-Nested Logit Model to Identify Complex Substitution Patterns in Migration},
journal = {Journal of Economic Geography},
year = {to appear},
note = {Accepted on Jan 16, 2024}}}
The functional design of a decision support system for a state-of-the-art vehicle sharing system (VSS) inevitably includes the selection or definition of methodologies for planning and managing the observed VSS. In this paper, our focus is on an innovative VSS that utilizes light electric vehicles. Our goal is to specify the functions of a comprehensive decision making solution for such a VSS through a qualitative and systematic literature and system analysis. To achieve this goal, we rely on the holistic VSS management framework developed in our previous research. As a result of our study, we identify possible solution methodologies or algorithms for implementing functions of the designed decision making solution, and propose the necessary adjustments for their application in the case of light electric vehicles, or note any research gap. With these findings, we provide justified guidance to practitioners in creating these solutions, with the aim of reducing development time.
@Article{ObreAtacBier24,
author = {Nikola Obrenovic and Selin Atac and Michel Bierlaire},
title = {Light electric vehicle sharing systems: Functional design of a comprehensive decision making solution},
journal = {Transportation Research Part A: Policy and Practice},
year = {2024},
volume = {182},
number = {104043},
DOI = {10.1016/j.tra.2024.104043},
note = {Accepted on Mar 09, 2024}}}
In the context of discrete choice modeling, the extraction of potential behavioral insights from large datasets is often limited by the poor scalability of maximum likelihood estimation. This paper proposes a simple and fast dataset-reduction method that is specifically designed to preserve the richness of observations originally present in a dataset, while reducing the computational complexity of the estimation process. Our approach, called LSH-DR, leverages locality-sensitive hashing to create homogeneous clusters, from which representative observations are then sampled and weighted. We demonstrate the efficacy of our approach by applying it on a real-world mode choice dataset: the obtained results show that the samples generated by LSH-DR allow for substantial savings in estimation time while preserving estimation efficiency at little cost.
@Article{OrteLappBier2024,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Resampling Estimation of Discrete Choice Models},
journal = {Journal of Choice Modelling},
year = {2024},
volume = {50},
number = {100467},
DOI = {10.1016/j.jocm.2023.100467},
note = {Accepted on Dec 20, 2023}}}
Various interactions, time arrangements, and constraints exist for individuals scheduling their day as a member of a household, which affect their in-home as well as out-of-home activity schedule. However, the existing activity-based models are mostly based on the individual decision-making process, which are limited in their demonstration of behaviour. We simulate multiple intra-household interaction dimensions within the same framework and capture the coordination of the activity scheduling decisions among all household members. Our approach adopts the Optimisation-based Activity Scheduling Integrating Simultaneous choice dimensions (OASIS) framework, which is at the level of isolated individuals and focuses on out-of-home activity schedules. We jointly simulate in- and out-of-home activities and incorporate interactions into the framework. Our framework contributes to the state-of-the-art in activity-based modelling by explicitly capturing multiple interactions within the same model, such as the allocation of the private vehicle to household members, dividing household maintenance responsibilities, escorting, joint activity participation, and sharing rides. We operationalise the model using time-use-survey data from the United Kingdom. The simulation results demon- strate the ability of the framework to capture complex intra-household interactions. We then demonstrate how these interactions can cause individuals to deviate from their schedules planned in isolation. This is a general framework applicable to different household compositions and available resources.
@Article{RezBieHil23,
author = {Negar Rezvany and Michel Bierlaire and Tim Hillel},
title = {Simulating intra-household interactions for in- and out-of-home activity scheduling},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2023},
volume = {157},
number = {104362},
DOI = {10.1016/j.trc.2023.104362},
note = {Accepted on Sep 26, 2023}}}
Ride-sourcing services offered by companies like Uber and Didi have grown rapidly in the last decade. Understanding the demand for these services is essential for planning and managing modern transportation systems. Existing studies develop statistical models for ride-sourcing demand estimation at an aggregate level due to limited data availability. These models lack foundations in microeconomic theory, ignore competition of ride-sourcing with other travel modes, and cannot be seamlessly integrated into existing individual-level (disaggregate) activity-based models to evaluate system-level impacts of ride-sourcing services. In this paper, we present and apply an approach for estimating ride-sourcing demand at a disaggregate level using discrete choice models and multiple data sources. We first construct a sample of trip-based mode choices in Chicago, USA by enriching household travel survey with publicly available ride-sourcing and taxi trip records. We then formulate a multivariate extreme value-based discrete choice model with sampling and endogeneity corrections to account for the construction of the estimation sample from multiple data sources and endogeneity biases arising from supply-side constraints and surge pricing mechanisms in ride-sourcing systems. Our analysis of the constructed dataset reveals insights into the influence of various socio-economic, land use and built environment features on ride-sourcing demand. We also derive elasticities of ride-sourcing demand relative to travel cost and time. Finally, we illustrate how the developed model can be employed to quantify the welfare implications of ride-sourcing policies and regulations such as terminating certain types of services and introducing ride-sourcing taxes.
@Article{KrueBierBans23,
author = {Rico Krueger and Michel Bierlaire and Prateek Bansal},
title = {A data fusion approach for ride-sourcing demand estimation: A discrete choice model with sampling and endogeneity corrections },
journal = {Transportation Research Part C: Emerging Technologies},
year = {2023},
volume = {152},
number = {104180},
DOI = {10.1016/j.trc.2023.104180},
note = {Accepted on May 17, 2023}}}
Understanding user’s perception of service variability is essential to discern their overall perception of any type of (transport) service. We study the perception of waiting time variability for ride-hailing services. We carried out a stated preference survey in August 2021, yielding 936 valid responses. The respondents were faced with static pre-trip information on the expected waiting time, followed by the actually experienced waiting time for their selected alternative. We analyse this data by means of an instance-based learning (IBL) approach to evaluate how individuals respond to service performance variation and how this impacts their future decisions. Different novel specifications of memory fading, captured by the IBL approach, are tested to uncover which describes the user behaviour best. Additionally, existing and new specification of inertia (habit) are tested. Our model outcomes reveal that the perception of unexpected waiting time is within the expected range of 2–3 times the value-of-time. Travellers seem to place a higher reward on an early departure compared to a penalty for a late departure of equal magnitude. A cancelled service, after having made a booking, results in significant disutility for the passenger and a strong motivation to shift to a different provider. Considering memory decay, our results show that the most recent experience is by far the most relevant for the next decision, with memories fading quickly in importance. The role of inertia seems to gain importance with each additional consecutive choice for the same option, but then resetting back to zero following a shift in behaviour.
@Article{GerzCatsVanOHoogBierHoog23,
author = {Nejc Gerzinic and Oded Cats and Niels {van Oort} and Sascha Hoogendoorn-Lanser and Michel Bierlaire and Serge Hoogendoorn},
title = {An instance-based learning approach for evaluating the perception of ride-hailing waiting time variability},
journal = {Travel Behaviour and Society},
year = {2023},
volume = {33},
number = {100616},
DOI = {10.1016/j.tbs.2023.100616},
note = {Accepted on Feb 04, 2023}}}
@Article{KrueBierGasoBans22,
author = {Rico Krueger and Michel Bierlaire and Thomas Gasos and Prateek Bansal},
title = {Robust discrete choice models with t-distributed kernel errors},
journal = {Statistics and Computing},
year = {2023},
volume = {33},
number = {2},
DOI = {10.1007/s11222-022-10182-3},
note = {Accepted on Nov 12, 2022}}}
@Article{PougHillBier23,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2023},
volume = {155},
DOI = {10.1016/j.trc.2023.104291
}}}
This paper presents a novel activity-based demand model that combines an optimisation framework for continuous temporal scheduling decisions (i.e. activity timings and durations) with traditional discrete choice models for non-temporal choice dimensions (i.e. activity participation, number and type of tours, and destinations). The central idea of our approach is that individuals resolve temporal scheduling conflicts that arise from overlapping activities, e.g. needing to work and desiring to shop at the same time, in order to maximise their daily utility. Flexibility parameters capture behavioural preferences that penalise deviations from desired timings. This framework has three advantages over existing activity-based modelling approaches: (i) the time conflicts between different temporal scheduling decisions including the activity sequence are treated jointly; (ii) flexibility parameters follow a utility maximisation approach; and (iii) the framework can be used to estimate and simulate a city-scale case study in reasonable time. We introduce an estimation routine that allows flexibility parameters to be estimated using real-world observations as well as a simulation routine to efficiently resolve temporal conflicts using an optimisation model. The framework is applied to the full-time workers of a synthetic population for the city of Lausanne, Switzerland. We validate the model results against reported schedules. The results demonstrate the capabilities of our approach to reproduce empirical observations in a real-world case study.
@Article{MansHaerHillPougKrueBier22,
author = {Patrick Manser and Tom Haering and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Estimating flexibility preferences to resolve temporal scheduling conflicts in activity-based modelling},
journal = {Transportation},
year = {2022},
DOI = {10.1007/s11116-022-10330-8},
note = {Accepted on Aug 22, 2022}}}
@Article{PachGendSharBier22,
author = {Meritxell Pacheco and Bernard Gendron and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {A Lagrangian decomposition scheme for choice-based optimization},
journal = {Computers \& Operations Research},
year = {2022},
volume = {148},
pages = {105985},
DOI = {10.1016/j.cor.2022.105985},
note = {Accepted on Jul 29, 2022}}}
Urban mobility services face the challenge of planning their operations efficiently while complying with user preferences. In this paper, we introduce a new mathematical model called a choice-driven dial-a-ride problem (CD-DARP) which is a generalization of the dynamic DARP where passenger behavior is integrated in the operational planning using choice models and assortment optimization. We look at two types of mobility services, private and shared. Our problem extends the dynamic DARP by (i) changing its objective function to profit maximization, where both cost and revenue are variables, and (ii) incorporating assortment optimization with routing decisions in a dynamic setting. We propose a pricing scheme based on a choice model designed to offer service alternatives at the time a customer makes a request. We introduce a tailored algorithm to efficiently solve the dynamic CD-DARP. Computational results indicate that our proposed approach outperforms dynamic DARP in terms of reducing routing costs and improving the number of customers served.
@Article{SharAtasBenABierMakn22,
author = {Shadi {Sharif Azadeh} and Bilge Atasoy and Moshe Ben-Akiva and Michel Bierlaire and Yousef Maknoon},
title = {Choice-Driven Dial-A-Ride Problem for Demand Responsive Mobility Service},
journal = {Transportation Research Part B: Methodological},
year = {2022},
volume = {161},
pages = {128-149},
DOI = {10.1016/j.trb.2022.04.008},
note = {Accepted on Apr 29, 2022}}}
We propose a new modelling approach for daily activity scheduling which integrates the different daily scheduling choice dimensions (activity participation, location, schedule, duration and transportation mode) into a single optimisation problem. The fundamental behavioural principle behind our approach is that individuals schedule their day to maximise their overall derived utility from the activities they complete, according to their individual needs, constraints, and preferences. By combining mul- tiple choices into a single optimisation problem, our framework is able to capture the complex trade-offs between scheduling decisions for multiple activities. These trade-offs could include how spending longer in one activity will reduce the time- availability for other activities or how the order of activities determines the travel- times. The implemented framework takes as input a set of considered activities, with associated locations and travel modes, and uses these to produce empirical distri- butions of individual schedules from which different daily schedules can be drawn. The model is illustrated using historic trip diary data from the Swiss Mobility and Transport Microcensus. The results demonstrate the ability of the proposed frame- work to generate complex and realistic distributions of starting time and duration for different activities within the tight time constraints. The generated schedules are then compared to the aggregate distributions from the historical data to demonstrate the feasibility and flexibility of our approach.
@Article{PougHillBier22,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Capturing trade-offs between daily scheduling choices},
journal = {Journal of Choice Modelling},
year = {2022},
volume = {43},
number = {100354},
DOI = {10.1016/j.jocm.2022.100354},
note = {Accepted on Mar 19, 2022}}}
Although different vehicle sharing systems (VSSs) use different vehicle types, the management challenges and optimization problems to be solved are similar or even the same. This observation led us to create a generalized and holistic VSS management framework, which aims to be applicable to the system using any vehicle type. The framework components, their mutual relationships, and framework tasks have been identified through a thorough and systematic literature review. Furthermore, the literature is positioned in the line with the framework. Finally, the framework and systematic literature review allowed us to identify gaps in the literature, and interesting research avenues.
@Article{AtacObreBier21,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {Vehicle Sharing Systems: A Review and a Holistic Management Framework},
journal = {EURO Journal on Transportation and Logistics},
year = {2021},
volume = {10},
number = {100033},
DOI = {10.1016/j.ejtl.2021.100033},
note = {Accepted on Feb 24, 2021}}}
@Article{MolyScarBier20,
author = {Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {Design and analysis of control strategies for pedestrian flows},
journal = {Transportation},
year = {2021},
volume = {48},
pages = {1767-1807},
DOI = {10.1007/s11116-020-10111-1},
note = {Accepted on Apr 18, 2020}}}
The emergence of Big Data has enabled new research perspectives in the discrete choice community. While the techniques to estimate Machine Learning models on a massive amount of data are well established, these have not yet been fully explored for the estimation of statistical Discrete Choice Models based on the random utility framework. In this article, we provide new ways of dealing with large datasets in the context of Discrete Choice Models. We achieve this by proposing new efficient stochastic optimization algorithms and extensively testing them alongside existing approaches. We develop these algorithms based on three main contributions: the use of a stochastic Hessian, the modification of the batch size, and a change of optimization algorithm depending on the batch size. A comprehensive experimental comparison of fifteen optimization algorithms is conducted across ten benchmark Discrete Choice Model cases. The results indicate that the HAMABS algorithm, a hybrid adaptive batch size stochastic method, is the best performing algorithm across the optimization benchmarks. This algorithm speeds up the optimization time by a factor of 23 on the largest model compared to existing algorithms used in practice. The integration of the new algorithms in Discrete Choice Models estimation software will significantly reduce the time required for model estimation and therefore enable researchers and practitioners to explore new approaches for the specification of choice models.
@Article{LedeLurkHillBier21,
author = {Gael Lederrey and Virginie Lurkin and Tim Hillel and Michel Bierlaire},
title = {Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms},
journal = {Journal of Choice Modelling},
year = {2021},
volume = {38},
number = {100226},
DOI = {10.1016/j.jocm.2020.100226},
note = {Accepted on May 20, 2020}}}
This paper considers vessel scheduling with pilotage and tugging constraints in berthing operations with channel restrictions at seaports. To our knowledge, pilotage and tugging requirements have not been simultaneously considered in the literature. This work proposes a mixed integer programming (MIP) formulation and an exact solution approach, based on constraint separation techniques, to solve the problem. The solution approach is initiated with a heuristic that runs in polynomial time. The approach then adds separation cuts to a relaxed version of the MIP formulation and updates the bounds until an optimal solution has been found. A real case and simulated realistic cases are used to compare the proposed model against the first-come first-serve (FCFS) policy that is traditionally used in vessel scheduling. The results show that significant improvements can be obtained, especially during congestion periods. Finally, a computational study demonstrates that the proposed solution approach is capable of solving real-size cases in a reasonable time.
@Article{AbouDiabBier21,
author = {Omar {Abou Kasm} and Ali Diabat and Michel Bierlaire},
title = {Vessel scheduling with pilotage and tugging considerations},
journal = {Transportation Research Part E: Logistics and Transportation Review},
year = {2021},
volume = {148},
DOI = {10.1016/j.tre.2021.102231},
note = {Accepted on Jan 06, 2021}}}
@Article{PachSharBierGend21,
author = {Meritxell Pacheco and Michel Bierlaire and Bernard Gendron and Shadi {Sharif Azadeh}},
title = {Integrating advanced discrete choice models in mixed integer linear optimization },
journal = {Transportation Research Part B: Methodological},
year = {2021},
volume = {146},
pages = {26-49},
DOI = {10.1016/j.trb.2021.02.003},
note = {Accepted on Feb 09, 2021}}}
Machine Learning (ML) approaches are increasingly being investigated as an alternative to Random Utility Models (RUMs) for modelling passenger mode choice. These approaches have the potential to provide valuable insights into choice modelling research questions. However, the research and the methodologies used are fragmented. Whilst systematic reviews on RUMs for mode choice prediction have long existed and the methods have been well scrutinised for mode choice prediction, the same is not true for ML models. To address this need, this paper conducts a systematic review of ML methodologies for modelling passenger mode choice. The review analyses the methodologies employed within each study to (a) establish the state-of-research frameworks for ML mode choice modelling and (b) identify and quantify the prevalence of methodological limitations in previous studies. A comprehensive search methodology across the three largest online publication databases is used to identify 574 unique records. These are screened for relevance, leaving 70 peer-reviewed articles containing 73 primary studies for data extraction. The studies are reviewed in detail to extract 17 attributes covering five research questions, concerning (i) classification techniques, (ii) datasets, (iii) performance estimation, (iv) hyper-parameter selection, and (v) model analysis. The review identifies ten common methodological limitations. Five are determined to be methodological pitfalls, which are likely to introduce bias in the estimation of model performance. The remaining five are identified as areas for improvement, which may limit the achieved performance of the models considered. A further six general limitations are identified, which highlight gaps in knowledge for future work.
@Article{HillBierElshJin21,
author = {Tim Hillel and Michel Bierlaire and Mohammed Elshafie and Ying Jin},
title = {A systematic review of machine learning classification methodologies for modelling passenger mode choice},
journal = {Journal of Choice Modelling},
year = {2021},
volume = {38},
number = {100221},
DOI = {10.1016/j.jocm.2020.100221},
note = {Accepted on May 10, 2020}}}
Determining appropriate utility specifications for discrete choice models is time-consuming and prone to errors. As the number of possible functions exponentially grows with the vari- ables under consideration, analysts need to spend increasing amounts of time on searching for good specifications through trial-and-error and expert knowledge. This paper proposes a data-driven algorithm that aims at assisting modelers in their search. Our approach trans- lates the task into a multi-objective combinatorial optimization problem and makes use of a variant of the variable neighborhood search algorithm to generate solutions. We apply the algorithm to a real mode choice dataset as a proof of concept. The results demonstrate its ability to generate high-quality specifications in reasonable amounts of time.
@Article{OrteHillCamadeLaBier21,
author = {Nicola Ortelli and Tim Hillel and Francisco Pereira and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Assisted Specification of Discrete Choice Models},
journal = {Journal of Choice Modelling},
year = {2021},
volume = {39},
number = {100285},
DOI = {10.1016/j.jocm.2021.100285},
note = {Accepted on Mar 16, 2021}}}
@Article{BortLurkBier21b,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {Price-based regulation of oligopolistic markets under discrete choice models of demand },
journal = {Transportation},
year = {2021},
DOI = {https://doi.org/10.1007/s11116-021-10217-0},
note = {Accepted on Jul 23, 2021}}}
Given the high levels of congestion that many commuters in the United States experience, the urban air mobility community has been exploring the potential of using a new class of electric vertical takeoff and landing (eVTOL) aircraft for commuters. To date, only a few studies have been conducted that compare how potential air taxi demand across cities varies. This study calculates a measure of air taxi demand for commuters for the 40 most populous combined statistical areas (CSAs) in the U.S. by using: (1) cell phone data to identify regular commuters in cities, (2) census data to associate household income characteristics with commuters, and (3) a mode choice model calibrated from a stated preference survey to predict the number of commuters that would use an air taxi. Air taxi commuter demand is concentrated in a handful of CSAs; the CSAs for New York City, Los Angeles, and Washington, D.C., generate 33 percent of the overall air taxi demand. Results are sensitive to location of existing vertiports, existing ground infrastructure and congestion levels on competing modes, and current commute patterns. A resultant set of online maps of potential air taxi routes allows readers to visualize how air taxi commuter routes differ across CSAs. Results will be of value both to aircraft manufacturers seeking to design air taxi vehicles to serve different cities as well as city planners for identifying where investments in port infrastructure may be needed to support a commuter air taxi service.
@Article{HaanGarrMarzRoyBier21,
author = {Julien Haan and Laurie Garrow and Aude Marzuoli and Satadru Roy and Michel Bierlaire},
title = {Are Commuter Air Taxis Coming to Your City? A Ranking of 40 Cities in the United States},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2021},
volume = {132},
pages = {103392},
DOI = {10.1016/j.trc.2021.103392},
note = {Accepted on Sep 11, 2021}}}
@Article{BindMaknSharBier,
author = {Stefan Binder and Yousef Maknoon and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {Passenger-Centric Timetable Rescheduling: A User Equilibrium Approach},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2021},
volume = {132},
pages = {103368},
DOI = {10.1016/j.trc.2021.103368},
note = {Accepted on Aug 26, 2021}}}
@Article{KrueBierDaziRashBans,
author = {Rico Krueger and Michel Bierlaire and Ricardo Daziano and Taha Rashidi and Prateek Bansal},
title = {Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity},
journal = {Journal of Choice Modelling},
year = {2021},
volume = {41},
pages = {100323},
DOI = {10.1016/j.jocm.2021.100323},
note = {Accepted on Sep 09, 2021}}}
@Article{BortLurkBier21,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {A simulation-based heuristic to find approximate equilibria with disaggregate demand models},
journal = {Transportation Science},
year = {2021},
volume = {55},
number = {5},
pages = {1025-1045},
DOI = {https://doi.org/10.1287/trsc.2021.1071},
note = {Accepted on Apr 16, 2021}}}
@Article{KimTakBierYeo20,
author = {Jeongyun Kim and Sehyun Tak and Michel Bierlaire and Hwasoo Yeo},
title = {Trajectory Data Analysis on the Spatial and Temporal Influence of Pedestrian Flow on Path Planning Decision},
journal = {Sustainability},
year = {2020},
volume = {12},
number = {10419},
pages = {1-16},
DOI = {10.3390/su122410419},
note = {Accepted on Dec 11, 2020}}}
@Article{RodrOrteBierPere20,
author = {Filipe Rodrigues and Nicola Ortelli and Michel Bierlaire and Francisco Pereira},
title = {Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2020},
DOI = {10.1109/TITS.2020.3031965},
note = {Accepted on Oct 14, 2020}}}
@Article{MuelGuerObreBier20,
author = {Florian Mueller and Markus Guerster and Nikola Obrenovic and Michel Bierlaire},
title = {Can regional railway become emission-free with recently announced vehicles? - A case study of Bavaria},
journal = {European Journal of Transport and Infrastructure Research},
year = {2020},
volume = {20},
number = {4},
pages = {286-305},
DOI = {10.18757/ejtir.2020.20.4.5439},
note = {Accepted on Sep 01, 2020}}}
@Article{BansKrueBierDaziRash19,
author = {Prateek Bansal and Rico Krueger and Michel Bierlaire and Ricardo Daziano and Taha Rashidi},
title = {Bayesian Estimation of Mixed Multinomial Logit Models: Advances and Simulation-Based Evaluations},
journal = {Transportation Research Part B: Methodological},
year = {2020},
volume = {131},
pages = {124-142},
DOI = {10.1016/j.trb.2019.12.001},
note = {Accepted on Dec 02, 2019}}}
@Article{MoreBaboBierMare19,
author = {Stefano Moret and Fr\'ed\'eric Babonneau and Michel Bierlaire and Fran\c{c}ois Mar\'echal},
title = {Overcapacity in European power systems: analysis and robust optimization approach},
journal = {Applied energy},
year = {2020},
volume = {259},
number = {113970},
DOI = {10.1016/j.apenergy.2019.113970},
note = {Accepted on Oct 08, 2019}}}
@Article{MarkBierCordMaknVaro19,
author = {Iliya Markov and Michel Bierlaire and Jean-Fran\c{c}ois Cordeau and Yousef Maknoon and Sacha Varone},
title = {Waste Collection Inventory Routing with Non-stationary Stochastic Demands},
journal = {Computers \& Operations Research},
year = {2020},
volume = {113},
number = {104798},
DOI = {10.1016/j.cor.2019.104798},
note = {Accepted on Sep 03, 2019}}}
@Article{MoreBaboMareBier19,
author = {Stefano Moret and Fr\'ed\'eric Babonneau and Michel Bierlaire and Fran\c{c}ois Mar\'echal},
title = {Decision support for strategic energy planning: a complete robust optimization framework},
journal = {European Journal of Operational Research},
year = {2020},
volume = {280},
pages = {539-554},
DOI = {10.1016/j.ejor.2019.06.015},
note = {Accepted on Apr 28, 2019}}}
This paper focuses on the application of tractable route choice models and presents a set of methods for deriving relevant disaggregate and aggregate route choice indicators, namely link and route flows. Tractability is achieved at the disaggregate level by the recursive logit model and at the aggregate level by the mental representation item (MRI) approach. These two approaches are analyzed here, and extensions of the MRI approach are presented. The analysis elaborates on the features of each model and allows to draw insights into the use of a specific model, depending on the needs of the application and the data availability. The performance of the two models is tested on real data. The results demonstrate the validity of the MRI model that is intended for aggregate analysis.
@Article{KazBierLap_2017_TRANSPORTATION,
author = {Evanthia Kazagli and Michel Bierlaire and Matthieu {de Lapparent}},
title = {Operational route choice methodologies for practical applications},
journal = {Transportation},
year = {2020},
volume = {47},
pages = {43-74},
DOI = {10.1007/s11116-017-9849-0},
note = {Accepted on Dec 21, 2017}}}
@Article{NikBieLapSca_2018_TS,
author = {Marija Nikolic and Michel Bierlaire and Matthieu {de Lapparent} and Riccardo Scarinci},
title = {Multi-class speed-density relationship for pedestrian traffic},
journal = {Transportation Science},
year = {2019},
volume = {53},
number = {3},
pages = {642-664},
DOI = {10.1287/trsc.2018.0849},
note = {Accepted on Apr 30, 2018}}}
@Article{HurtBierMart17,
author = {Ricardo Hurtubia and Francesco Martinez and Michel Bierlaire},
title = {A quasi-equilibrium approach for market clearing in land use microsimulations},
journal = {Environment and Planning B},
year = {2019},
volume = {46},
number = {3},
pages = {445{\textendash}468},
DOI = {10.1177/2399808317719071},
note = {Accepted on Jun 12, 2017}}}
@Article{SharBierMakn,
author = {Shadi {Sharif Azadeh} and Michel Bierlaire and Yousef Maknoon},
title = {A Two-Stage Route Optimization Algorithm for Light Aircraft Transport Systems},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2019},
volume = {100},
pages = {259-273},
DOI = {10.1016/j.trc.2019.01.028},
note = {Accepted on Jan 28, 2019}}}
@Article{ScarZanaBier19,
author = {Riccardo Scarinci and Alessandro Zanarini and Michel Bierlaire},
title = {Electrification of urban mobility: the case of catenary-free buses},
journal = {Transport Policy},
year = {2019},
volume = {80},
pages = {39-48},
DOI = {10.1016/j.tranpol.2019.05.006},
note = {Accepted on May 04, 2019}}}
@Article{HerrLurkGarrClarBier19,
author = {Jordan Herring and Virginie Lurkin and Laurie Garrow and John-Paul Clarke and Michel Bierlaire},
title = {Airline customers{\textquoteright} connection time preferences in domestic U.S. markets},
journal = {Journal of Air Transport Management},
year = {2019},
volume = {79},
number = {101688},
DOI = {10.1016/j.jairtraman.2019.101688},
note = {Accepted on Jun 28, 2019}}}
@Article{RoShMaDeBi18,
author = {Tom\'a\v{s} Robenek and Shadi {Sharif Azadeh} and Yousef Maknoon and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Train Timetable Design Under Elastic Passenger Demand},
journal = {Transportation Research Part B: Methodological},
year = {2018},
volume = {111},
pages = {19-38},
DOI = {10.1016/j.trb.2018.03.002},
note = {Accepted on Mar 01, 2018}}}
@Article{MarkBierCordMaknVaro2017,
author = {Iliya Markov and Michel Bierlaire and Jean-Fran\c{c}ois Cordeau and Yousef Maknoon and Sacha Varone},
title = {A Unified Framework for Rich Routing Problems with Stochastic Demands},
journal = {Transportation Research Part B: Methodological},
year = {2018},
volume = {114},
pages = {213-240},
DOI = {10.1016/j.trb.2018.05.015},
note = {Accepted on May 24, 2018}}}
@Article{FerAntDeLapBier17,
author = {Anna Fernandez-Antolin and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Modeling purchases of new cars: an analysis of the 2014 French market},
journal = {Theory and Decision},
year = {2018},
volume = {84},
number = {2},
pages = {277-303},
DOI = {10.1007/s11238-017-9631-y},
note = {Accepted on Sep 23, 2017}}}
@Article{NikBie17_DataDrivenDiscretization,
author = {Marija Nikolic and Michel Bierlaire},
title = {Data-driven spatio-temporal discretization for pedestrian flow characterization},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2018},
volume = {94},
pages = {185-202},
DOI = {10.1016/j.trc.2017.08.026},
note = {Accepted on Aug 30, 2017}}}
@Article{ChenBier17,
author = {{Jiang Hang} Chen and Michel Bierlaire},
title = {The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion},
journal = {European Journal of Operational Research},
year = {2017},
volume = {260},
number = {2},
pages = {613-624},
DOI = {10.1016/j.ejor.2017.01.007}}}
Moving walkways (MW) have been imagined as a possible means of transport since the late 19th century, and this system has fascinated urban planners and engineers ever since. Contrary to what has been imagined, moving walkways are only used in transportation hub corridors, and not as a main transport mode in city centers. Today however, MWs are receiving increasing attention as a possible solution to congestion and pollution, as well as a catalyst for soft mobility. This paper explores the role of moving walkways as a transport system, and it presents an optimized design of a network of MWs in a city center. We review historical MWs, current installations and future possibilities, using different perspectives, from geography to urban planning to transport engineering. We discuss the way in which MWs influence how people inhabit the urban space, and we review this system in the context of history of urban planning. Then, we describe a technological development called accelerating moving walkways (AMW), i.e. MWs able to reach a higher speed than traditional ones. We develop an optimization framework to design a network of AMWs, and we apply it to a real case study. The results of the network design are a reference useful to discuss the feasibility of the system starting from an engineering perspective. We conclude that the use of MWs can facilitate the flexibility and spontaneity typical of pedestrian movements, and this system could be integrated in the mix of urban transport modes in city centers.
@Article{ScaBahOurBie_2017,
author = {Riccardo Scarinci and Farzaneh Bahrami and Andr\'e Ourednik and Michel Bierlaire},
title = {An exploration of moving walkways as a transport system in urban centers},
journal = {European Journal of Transport and Infrastructure Research},
year = {2017},
volume = {17},
number = {2},
pages = {191-206},
DOI = {10.18757/ejtir.2017.17.2.3190},
note = {Accepted on Jan 11, 2017}}}
@Article{UmanBierErer16,
author = {Nitish Umang and Michel Bierlaire and Alan Erera},
title = {Real-time management of berth allocation with stochastic arrival and handling times},
journal = {Journal of Scheduling},
year = {2017},
volume = {20},
number = {1},
pages = {67-83},
DOI = {10.1007/s10951-016-0480-2},
note = {Accepted on Mar 23, 2016}}}
@Article{HaenMolyBier16,
author = {Flurin H\"anseler and Nicholas Molyneaux and Michel Bierlaire},
title = {Estimation of pedestrian origin-destination demand in train stations},
journal = {Transportation Science},
year = {2017},
volume = {51},
number = {3},
pages = {981-997},
DOI = {10.1287/trsc.2016.0723},
note = {Accepted on Jul 07, 2016}}}
@Article{HaenLamBierLedeNiko16,
author = {Flurin H\"anseler and William Lam and Michel Bierlaire and Gael Lederrey and Marija Nikolic},
title = {A dynamic network loading model for anisotropic and congested pedestrian flows},
journal = {Transportation Research Part B: Methodological},
year = {2017},
volume = {95},
pages = {149-168},
DOI = {10.1016/j.trb.2016.10.017},
note = {Accepted on Oct 31, 2016}}}
@Article{RobeSharMaknBier17,
author = {Tom\'a\v{s} Robenek and Shadi {Sharif Azadeh} and Yousef Maknoon and Michel Bierlaire},
title = {Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2017},
volume = {75},
pages = {228-253},
DOI = {10.1016/j.trc.2016.12.015},
note = {Accepted on Dec 19, 2016}}}
Greenhouse gas emissions related to energy production is the main cause of climate change. Transportation accounts for 30% of the total energy consumption, and a reduction in the energy used for mobility is necessary. The 2000-watt society is an environmental concept that fixes a sustainable limit to the energy consumption in different sectors, including mobility. This paper evaluates the energy consumption in several mobility scenarios, and it assesses whether the goal suggested by the 2000-watt society is achievable. We investigate the social characteristics and travel habits of the population living in a case study area. Then, we calculate the modal shift induced by transportation policies such as car-sharing, car-pooling and car-free district. We evaluate the resulting energy consumption, and we compare it with the 2000-watt society limit. We conclude that only a set of measures combining car usage reduction, increase in walking and cycling, and reduction in the total travel distance can achieve the needed energy reduction.
@Article{ScaRasBie_2017,
author = {Riccardo Scarinci and Frederic Rast and Michel Bierlaire},
title = {Needed reduction in mobility energy consumption to meet the goal of a 2000-watt society},
journal = {Transportation Research Part A: Policy and Practice},
year = {2017},
volume = {101},
pages = {133-148},
DOI = {10.1016/j.tra.2017.05.010},
note = {Accepted on May 03, 2017}}}
@Article{BindMaknBier17,
author = {Stefan Binder and Yousef Maknoon and Michel Bierlaire},
title = {The multi-objective railway timetable rescheduling problem},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2017},
volume = {78},
pages = {78-94},
DOI = {10.1016/j.trc.2017.02.001},
note = {Accepted on Feb 01, 2017}}}
@Article{BindMaknBier17a,
author = {Stefan Binder and Yousef Maknoon and Michel Bierlaire},
title = {Exogenous priority rules for the capacitated passenger assignment problem},
journal = {Transportation Research Part B: Methodological},
year = {2017},
volume = {105},
pages = {19-42},
DOI = {10.1016/j.trb.2017.08.022},
note = {Accepted on Aug 17, 2017}}}
@Article{VaroGlerStatBierLong17,
author = {Silvia Varotto and Aur\'elie Glerum and Amanda Stathopoulos and Michel Bierlaire and Giovanni Longo},
title = {Mitigating the impact of errors in travel time reporting on mode choice modelling},
journal = {Journal of Transport Geography},
year = {2017},
volume = {62},
pages = {236-246},
DOI = {10.1016/j.jtrangeo.2017.05.016},
note = {Accepted on May 31, 2017}}}
We propose a novel approach to pedestrian flow characterization. The definitions of density, flow and velocity existing in the literature are extended through a data-driven spatio-temporal discretization framework. The framework is based on three-dimensional Voronoi diagrams. Synthetic data is used to empirically investigate the performance of the approach and to illustrate its advantages. Our approach outperforms the considered approaches from the literature in terms of the robustness with respect to the simulation noise and with respect to the sampling frequency. Additionally, the proposed approach is by design (i) independent from an arbitrarily chosen discretization; (ii) appropriate for the multidirectional composition of pedestrian traffic; (iii) able to reflect the heterogeneity of the pedestrian population; and (iv) applicable to pedestrian trajectories described either analytically or as a sample of points.
@Article{NikBier_ISTTT22,
author = {Marija Nikolic and Michel Bierlaire},
title = {Data-driven spatio-temporal discretization for pedestrian flow characterization},
journal = {Transportation Research Procedia},
year = {2017},
volume = {23},
pages = {188{\textendash}207},
DOI = {10.1016/j.trpro.2017.05.012},
note = {Accepted on Feb 16, 2017}}}
@Article{MoreCodiBierMare17,
author = {Stefano Moret and Victor {Codina Girones} and Michel Bierlaire and Fran\c{c}ois Mar\'echal},
title = {Characterization of input uncertainties in strategic energy planning models},
journal = {Applied energy},
year = {2017},
volume = {202},
pages = {597-617},
DOI = {10.1016/j.apenergy.2017.05.106},
note = {Accepted on May 13, 2017}}}
Pollution, congestion and urbanistic considerations are leading to a change in the use of private vehicles in dense city centers. More frequently, the last-mile is covered with systems such as public transport, car sharing and bike sharing as well as an increase in walking and cycling. Following this trend, we assume a hypothetical scenario where the use of private cars is strongly limited in dense urban areas, and innovative transport modes must be used. This work investigates a futuristic system based on a network of accelerating moving walkways (AMW) to facilitate the movement of pedestrians in city centers where cars have been banned. Unlike constant speed moving walkways, AMWs can reach speeds of up to 15km/h thanks to an acceleration section. This paper presents a rigorous description of the system characteristics from a transportation point of view, develops a heuristic algorithm for the network design problem, and tests it on a real case study. Given a network of urban roads and an origin-destination demand, the optimization algorithm, which combines traffic assignment and supply modification, explores the trade-off curve between the total travel time and capital cost of the infrastructure. The results give practical insight on the possible dimensioning of the system, show the optimal network designs, and how these vary with a reduction of the available budget. This paper investigates for the first time the use of AMWs at a network scale, and provides results useful for analyzing the system feasibility. The results on travel time, investment budget and payback period indicates that AMWs could be an effective mode of transport in cities.
@Article{ScaMarBie_2017,
author = {Riccardo Scarinci and Iliya Markov and Michel Bierlaire},
title = {Network design of a transport system based on accelerating moving walkways},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2017},
volume = {80},
pages = {310{\textendash}328},
DOI = {10.1016/j.trc.2017.04.016},
note = {Accepted on Apr 19, 2017}}}
@Article{HaenBierScar16,
author = {Flurin H\"anseler and Michel Bierlaire and Riccardo Scarinci},
title = {Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study},
journal = {Transportation Research Part A: Policy and Practice},
year = {2016},
volume = {89},
pages = {106-123},
DOI = {10.1016/j.tra.2016.05.010},
note = {Accepted on May 16, 2016}}}
Location-aware data collection technologies provide new insights about location choices. Only a few dynamic models of location choice exist in scientific literature. To our knowledge, none of them correct for serial correlation. In this paper, we model choice of catering locations on a campus using WiFi traces. We use the [Wooldridge, J. M. (2005). Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity, Journal of Applied Econometrics 20(1): 39-54.] correction method that deals with the initial values problem and related endogeneity bias in estimation. Cross-validation, price elasticity and simulation of a scenario predicting the opening of a new catering location are presented. Predicted market shares of the new catering location correspond to point-of-sale data of the first week of opening.
@Article{DaTideLaBi15_JCM,
author = {Antonin Danalet and Lo{\"\i}c Tinguely and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Location choice with longitudinal WiFi data},
journal = {Journal of Choice Modelling},
year = {2016},
volume = {18},
pages = {1-17},
DOI = {10.1016/j.jocm.2016.04.003},
note = {Accepted on Apr 12, 2016}}}
@Article{FernGuevDeLaBier16,
author = {Anna Fernandez-Antolin and Angelo Guevara-Cue and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data},
journal = {Journal of Choice Modelling},
year = {2016},
volume = {20},
pages = {1-15},
DOI = {10.1016/j.jocm.2016.09.001},
note = {Accepted on Sep 01, 2016}}}
@Article{MarkVaroBier16,
author = {Iliya Markov and Sacha Varone and Michel Bierlaire},
title = {Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities},
journal = {Transportation Research Part B: Methodological},
year = {2016},
volume = {84},
pages = {256-273},
DOI = {10.1016/j.trb.2015.12.004}}}
@Article{KazBierFlo_JoCM_2016,
author = {Evanthia Kazagli and Michel Bierlaire and Gunnar Fl\"otter\"od},
title = {Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations},
journal = {Journal of Choice Modelling},
year = {2016},
volume = {19},
pages = {1-23},
DOI = {10.1016/j.jocm.2016.06.001},
note = {Accepted on Jun 07, 2016}}}
Long-term planning for energy systems is often based on deterministic economic optimization and forecasts of fuel prices.When fuel price evolution is underestimated, the consequence is a low penetration of renewables and more efficient technologies in favour of fossil alternatives. This work aims at overcoming this issue by assessing the impact of uncertainty on energy planning decisions. A classification of uncertainty in energy systems decision-making is performed. Robust optimization is then applied to a Mixed-Integer Linear Programming problem, representing the typical trade-offs in energy planning. It is shown that in the uncertain domain investing in more efficient and cleaner technologies can be economically optimal.
@Article{MoreBierMare15,
author = {Stefano Moret and Michel Bierlaire and Fran\c{c}ois Mar\'echal},
title = {Robust optimization for strategic energy planning},
journal = {Informatica},
year = {2016},
volume = {27},
number = {3},
pages = {625-648},
DOI = {10.15388/Informatica.2016.103},
note = {Accepted on Nov 25, 2015}}}
@Article{RobeMakAzaChenBier16,
author = {Tom\'a\v{s} Robenek and Yousef Maknoon and Shadi {Sharif Azadeh} and {Jiang Hang} Chen and Michel Bierlaire},
title = {Passenger Centric Train Timetabling Problem},
journal = {Transportation Research Part B: Methodological},
year = {2016},
volume = {89},
pages = {107-126},
DOI = {10.1016/j.trb.2016.04.003},
note = {Accepted on Apr 01, 2016}}}
@Article{NikBieFarLap_ProbabilisticSpeedDensity,
author = {Marija Nikolic and Michel Bierlaire and Bilal Farooq and Matthieu {de Lapparent}},
title = {Probabilistic speed-density relationship for pedestrian traffic},
journal = {Transportation Research Part B: Methodological},
year = {2016},
volume = {89},
pages = {58-81},
DOI = {10.1016/j.trb.2016.04.002},
note = {Accepted on Apr 02, 2016}}}
@Article{PiuKumaBierSper15,
author = {Francesco Piu and Prem Kumar and Michel Bierlaire and Grazia Speranza},
title = {Introducing a preliminary Consists Selection in the Locomotive Assignment Problem},
journal = {Transportation Research Part E: Logistics and Transportation Review},
year = {2015},
volume = {82},
pages = {217-237},
DOI = {10.1016/j.tre.2015.07.003},
note = {Accepted on Jul 06, 2015}}}
@Article{Bier15,
author = {Michel Bierlaire},
title = {Simulation and optimization: a short review},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2015},
volume = {55},
pages = {4-13},
DOI = {10.1016/j.trc.2015.01.004},
note = {Accepted on Jan 06, 2015}}}
@Article{ChenBier13,
author = {Jingmin Chen and Michel Bierlaire},
title = {Probabilistic multimodal map-matching with rich smartphone data},
journal = {Journal of Intelligent Transportation Systems},
year = {2015},
volume = {19},
number = {2},
pages = {134-148},
DOI = {10.1080/15472450.2013.764796},
note = {Accepted on Oct 22, 2012}}}
@Article{KumaBier13,
author = {Prem Kumar and Michel Bierlaire},
title = {Optimizing Fueling Decisions for Locomotives in Railroad Networks},
journal = {Transportation Science},
year = {2015},
volume = {49},
number = {1},
pages = {149-159},
DOI = {10.1287/trsc.2013.0479},
note = {Accepted on Apr 01, 2013}}}
We present an operational estimation procedure for the estimation of route choice multivariate extreme value (MEV) models based on sampling of alternatives. The procedure builds on the state-of-the-art literature, and in particular on recent methodological developments proposed by Flötteröd and Bierlaire (2013) and Guevara and Ben-Akiva (2013b). Case studies on both synthetic data and a real network demonstrate that the new method is valid and practical.
@Article{LaiBier15,
author = {Xinjun Lai and Michel Bierlaire},
title = {Specification of the cross-nested logit model with sampling of alternatives for route choice models},
journal = {Transportation Research Part B: Methodological},
year = {2015},
volume = {80},
pages = {220-234},
DOI = {10.1016/j.trb.2015.07.005},
note = {Accepted on Jul 04, 2015}}}
In this research, two crucial optimization problems of berth allocation and yard assignment in the context of bulk ports are studied. We discuss how these problems are interrelated and can be combined and solved as a single large scale optimization problem. More importantly we highlight the differences in operations between bulk ports and container terminals which high- lights the need to devise specific solutions for bulk ports. The objective is to minimize the total service time of vessels berthing at the port. We propose an exact solution algorithm based on a branch and price framework to solve the integrated problem. In the proposed model, the mas- ter problem is formulated as a set-partitioning problem, and subproblems to identify columns with negative reduced costs are solved using mixed integer programming. To obtain sub-optimal solutions quickly, a metaheuristic approach based on critical-shaking neighborhood search is pre- sented. The proposed algorithms are tested and validated through numerical experiments based on instances inspired from real bulk port data. The results indicate that the algorithms can be successfully used to solve instances containing up to 40 vessels within reasonable computational time.
@Article{RobeUmanBierRopk13,
author = {Tom\'a\v{s} Robenek and Nitish Umang and Michel Bierlaire and Stefan Ropke},
title = {A Branch-and-Price Algorithm to Solve the Integrated Berth Allocation and Yard Assignment Problem in Bulk Ports},
journal = {European Journal of Operational Research},
year = {2014},
volume = {235},
number = {2},
pages = {399-411},
DOI = {10.1016/j.ejor.2013.08.015},
note = {Accepted on Aug 12, 2013}}}
@Article{AtasSalaBier13,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {An integrated airline scheduling, fleeting and pricing model for a monopolized market},
journal = {Computer-Aided Civil and Infrastructure Engineering},
year = {2014},
volume = {29},
number = {2},
pages = {76-90},
DOI = {10.1111/mice.12032},
note = {Accepted on Apr 13, 2013}}}
@Article{ViswBier13,
author = {Prem Kumar and Michel Bierlaire},
title = {Multi-Objective Airport Gate Assignment Problem in Planning and Operations},
journal = {Journal of Advanced Transportation},
year = {2014},
volume = {48},
number = {7},
pages = {902-926},
DOI = {10.1002/atr.1235},
note = {Accepted on May 01, 2013}}}
In the context of the arrival of electric vehicles on the car market, new mathematical models are needed to understand and predict the impact on the market shares. This research provides a comprehensive methodology to forecast the demand of a technology which is not widespread yet, such as electric cars. It aims at providing contributions regarding three issues related to the prediction of the demand for electric vehicles: survey design, model estimation and forecasting. We develop a stated preferences (SP) survey with personalized choice situations involving standard gasoline/diesel cars and electric cars. We specify a hybrid choice model accounting for attitudes towards leasing contracts or practical aspects of a car in the decision-making process. A forecasting analysis based on the collected SP data and market data is performed to evaluate the future demand for electric cars.
@Article{GleStaTheBie_2013,
author = {Aur\'elie Glerum and Lidija Stankovikj and Micha\"el Th\'emans and Michel Bierlaire},
title = {Forecasting the demand for electric vehicles: accounting for attitudes and perceptions},
journal = {Transportation Science},
year = {2014},
volume = {48},
number = {4},
pages = {483-499},
DOI = {10.1287/trsc.2013.0487},
note = {Accepted on May 29, 2013}}}
A new approach for the estimation of bid-rent functions for residential location choice is proposed. The method is based on the bid-auction approach and considers that the expected maximum bid of the auction is a latent variable that can be related to observed price indicators through a measurement equation. The method has the advantage of allowing for the estimation of the parameters of the bid function that explain the heterogeneous preferences of households for location while simultaneously adjusting the expected maximum bid to reproduce realistic values. The model is applied and validated for a case study on the city of Brussels. Results show that the proposed model outperforms other methods for bid-rent estimation, both in terms of real estate prices and spatial distribution of agents, especially when detailed data describing the real estate goods and their prices is not available.
@Article{HurtBier13,
author = {Ricardo Hurtubia and Michel Bierlaire},
title = {Estimation of bid functions for location choice and price modeling with a latent variable approach},
journal = {Networks and Spatial Economics},
year = {2014},
volume = {14},
number = {1},
pages = {47-65},
DOI = {10.1007/s11067-013-9200-z},
note = {Accepted on Jul 16, 2013}}}
@Article{EfthFarrBierAnto15,
author = {Dimitrios Efthymiou and Bilal Farooq and Michel Bierlaire and Constantinos Antoniou},
title = {Multidimensional Indicator Analysis for Transport Policy Evaluation},
journal = {Transportation Research Record},
year = {2014},
volume = {2430},
DOI = {10.3141/2430-09},
note = {Accepted on Feb 14, 2014}}}
@Article{BindMacfGarrBier13,
author = {Stefan Binder and Gregory Macfarlane and Laurie Garrow and Michel Bierlaire},
title = {Associations among Household Characteristics, Vehicle Characteristics and Emissions Failures: An Application of Targeted Marketing Data},
journal = {Transportation Research Part A: Policy and Practice},
year = {2014},
volume = {59},
pages = {122-133},
DOI = {10.1016/j.tra.2013.11.005},
note = {Accepted on Nov 04, 2013}}}
Detecting that pedestrians are present in front of a vehicle is highly desirable to avoid dangerous traffic situations. A novel vision-based system is presented to automatically detect far-away pedestrians with low-resolution cameras mounted in vehicles given the contributions of fixed cameras present in the scene. Fixed cameras detect pedestrians by solving an inverse problem built upon a multi-class dictionary of atoms approximating the foreground silhouettes. A sparse-sensing strategy is proposed to extract the foreground silhouettes and classify them in real-time. Mobile cameras detect pedestrians given only their appearance in the fixed cameras. A cascade of compact binary strings is presented to model the appearance of pedestrians and match them across cameras. The proposed system addresses the practical requirements of transportation systems: it runs in real-time with low memory loads and bandwidth consumption. We evaluate the performance of our system when extracted features are severely degraded and the sensing devices are of low quality. Experimental results demonstrate the feasibility of our collaborative vision-based system.
@Article{AlahBierVand13,
author = {Alexandre Alahi and Michel Bierlaire and Pierre Vandergheynst},
title = {Robust Real-time Pedestrians Detection in Urban Environments with a Network of Low Resolution Cameras},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2014},
volume = {39},
pages = {113-128},
DOI = {10.1016/j.trc.2013.11.019},
note = {Accepted on Nov 15, 2013}}}
This research investigates the measurement of perceptions by means of adjectives freely reported by respondents in semi-open questions. It involved the use of semi-open responses of 1'763 Swiss individuals to develop indicators for a latent variable representing the perception of comfort of public transportation. The indicators are then incorporated into a discrete choice model of revealed mode choices. Perceptions are assumed to impact choice significantly and this research aims at capturing their complexity using adjectives and integrating them into the hybrid choice modeling framework. We exploit a quantification of the adjectives performed by external evaluators. Given the subjectivity that is involved, we analyze the sensitivity of the results across evaluators who rated the adjectives. We observe that the aggregate indicators of demand, such as market shares, elasticities and values of time, are rather robust across evaluators. This is not the case for the disaggregate indicators that may vary substantially across evaluators.
@Article{GleAtaBie_2013,
author = {Aur\'elie Glerum and Bilge Atasoy and Michel Bierlaire},
title = {Using semi-open questions to integrate perceptions in choice models},
journal = {Journal of Choice Modelling},
year = {2014},
volume = {10},
pages = {11-33},
DOI = {10.1016/j.jocm.2013.12.001},
note = {Accepted on Dec 13, 2013}}}
@Article{AndeFaroEfthBier15,
author = {Paul Anderson and Bilal Farooq and Dimitrios Efthymiou and Michel Bierlaire},
title = {Association Generation in Synthetic Population for Transportation Applications: Graph-Theoretic Solution },
journal = {Transportation Research Record},
year = {2014},
volume = {2429},
pages = {38-50},
DOI = {10.3141/2429-05},
note = {Accepted on Feb 14, 2014}}}
@Article{HuNgGlBi_2014,
author = {Ricardo Hurtubia and {My Hang} Nguyen and Aur\'elie Glerum and Michel Bierlaire},
title = {Integrating psychometric indicators in latent class choice models},
journal = {Transportation Research Part A: Policy and Practice},
year = {2014},
volume = {64},
pages = {135-146},
DOI = {10.1016/j.tra.2014.03.010},
note = {Accepted on Mar 11, 2014}}}
In this paper, we propose a methodology to use the communication network infrastructure, in particular WiFi traces, to detect the sequence of activity episodes visited by pedestrians. Due to the poor quality of WiFi localization, a probabilistic method is proposed that infers activity-episode locations based on WiFi traces and calculates the likelihood of observing these traces in the pedestrian network, taking into account prior knowledge. The output of the method consists of candidates of activity-episodes sequences associated with the likelihood to be the true one. The methodology is validated on traces generated by a known sequence of activities, while the performance being evaluated on a set of anonymous users. Results show that it is possible to predict the number of episodes and the activity-episodes locations and durations, by merging information about the activity locations on the map, WiFi measurements and prior information about schedules and the attractivity in pedestrian infrastructure. The ambiguity of each activity episode in the sequence is explicitly measured.
@Article{DanaletFarooqBierlaire_2014,
author = {Antonin Danalet and Bilal Farooq and Michel Bierlaire},
title = {A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2014},
volume = {44},
pages = {146 - 170},
DOI = {10.1016/j.trc.2014.03.015},
note = {Accepted on Mar 26, 2014}}}
A macroscopic loading model applicable to time-dependent and congested pedestrian flows in public walking areas is proposed. Building on the continuum theory of pedestrian flows and the cell transmission model for car traffic, an isotropic framework is developed that can describe the simultaneous and potentially conflicting propagation of multiple pedestrian groups. The model is formulated at the aggregate level and thus computationally cheap, which is advantageous for studying large-scale problems. A detailed analysis of several basic flow patterns including counter- and cross flows, as well as two generic scenarios involving a corner- and a bottleneck flow is carried out. Various behavioral patterns ranging from disciplined queueing to impatient jostling can be realistically reproduced. Following a systematic model calibration, two case studies involving a Swiss railway station and a Dutch bottleneck flow experiment are presented. A comparison with the social force model and pedestrian tracking data shows a good performance of the proposed model with respect to predictions of travel time and density.
@Article{Haens_Bier_Far_Muhl_2014,
author = {Flurin H\"anseler and Michel Bierlaire and Bilal Farooq and Thomas M\"uhlematter},
title = {A macroscopic loading model for time-varying pedestrian flows in public walking areas},
journal = {Transportation Research Part B: Methodological},
year = {2014},
volume = {69},
pages = {60 -- 80},
DOI = {10.1016/j.trb.2014.08.003},
note = {Accepted on Aug 08, 2014}}}
Definitions of flow indicators are derived by adapting Edie's definitions through a stream-based approach and a data-driven spatio-temporal discretization framework. The stream-based approach accounts for the multidirectional nature of pedestrian flows. The data-driven discretization framework, based on three-dimensional Voronoi tessellations, accounts for the pedestrian heterogeneity in the case when only samples of points are available, instead of the analytical description of trajectories. The proposed approach enables the pedestrian flow characterization to be applicable to any space-time domain of interest.
@Article{NikoBier14,
author = {Marija Nikolic and Michel Bierlaire},
title = {Pedestrian-oriented Flow Characterization},
journal = {Transportation Research Procedia},
year = {2014},
volume = {2},
pages = {359-366},
DOI = {10.1016/j.trpro.2014.09.032},
note = {Accepted on Oct 02, 2014}}}
@Article{BierOsor13,
author = {Michel Bierlaire and Carolina Osorio},
title = {Selected papers from the seventh Triennial Symposium on Transportation Analysis (TRISTAN VII)},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2013},
volume = {27},
pages = {59}}}
@Article{BergBierCataMiglAmor13,
author = {Angela Bergantino and Michel Bierlaire and Mario Catalano and Marco Migliore and Salvatore Amoroso},
title = {Taste heterogeneity and latent preferences in the choice behaviour of freight transport operators},
journal = {Transport Policy},
year = {2013},
volume = {30},
pages = {77-91},
DOI = {10.1016/j.tranpol.2013.08.002}}}
@Article{VaccSalaBier12,
author = {Ilaria Vacca and Matteo Salani and Michel Bierlaire},
title = {An exact algorithm for the integrated planning of berth allocation and quay crane assignment},
journal = {Transportation Science},
year = {2013},
volume = {47},
number = {2},
pages = {148-161},
DOI = {10.1287/trsc.1120.0428},
note = {Accepted on Mar 17, 2012}}}
@Article{BierChenNewm12,
author = {Michel Bierlaire and Jingmin Chen and Jeffrey Newman},
title = {A Probabilistic Map Matching Method for Smartphone GPS data},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2013},
volume = {26},
pages = {78{\textendash}98},
DOI = {10.1016/j.trc.2012.08.001},
note = {Accepted on Aug 03, 2012}}}
We integrate latent attitudes of individuals into a mode choice model through latent variable and latent class models with the help of psychometric indicators that enable us to measure these attitudes. The aim of the inclusion of attitudes is to better understand the underlying choice preferences of travelers and therefore increase the forecasting power of the choice model. We first present an integrated choice and latent variable model where we include attitudes towards public transportation and environmental issues explaining the utility of public transport. Secondly we present an integrated choice and latent class model where we identify two segments of individuals having different sensitivities to the attributes of the alternatives resulting from their individual characteristics. Calibration of these types of advanced models on our sample has demonstrated the importance of attitudinal variables in the characterization of the population heterogeneity.
@Article{AtaGlerBier2012_DISP,
author = {Bilge Atasoy and Aur\'elie Glerum and Michel Bierlaire},
title = {Attitudes towards mode choice in Switzerland},
journal = {disP - The Planning Review},
year = {2013},
volume = {49},
number = {2},
pages = {101-117},
DOI = {10.1080/02513625.2013.827518},
note = {Accepted on Apr 25, 2012}}}
@Article{FosgMcFaBier13,
author = {Mogens Fosgerau and Dan McFadden and Michel Bierlaire},
title = {Choice Probability Generating Functions},
journal = {Journal of Choice Modelling},
year = {2013},
volume = {8},
pages = {1-18},
DOI = {10.1016/j.jocm.2013.05.002},
note = {Accepted on May 15, 2013}}}
@Article{ChorBier13,
author = {Caspar Chorus and Michel Bierlaire},
title = {An empirical comparison of travel choice models that capture preferences for compromise alternatives},
journal = {Transportation},
year = {2013},
volume = {40},
number = {3},
pages = {549-562},
DOI = {10.1007/s11116-012-9444-3},
note = {Accepted on Oct 04, 2012}}}
@Article{FaroBierHurtFloe13,
author = {Bilal Farooq and Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {Simulation based population synthesis},
journal = {Transportation Research Part B: Methodological},
year = {2013},
volume = {58},
pages = {243-263},
DOI = {10.1016/j.trb.2013.09.012},
note = {Accepted on Sep 21, 2013}}}
@Article{CruzBierThir13,
author = {Javier Cruz and Michel Bierlaire and Jean-Philippe Thiran},
title = {Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking},
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
year = {2013},
volume = {23},
number = {5},
pages = {898-911},
DOI = {10.1109/TCSVT.2013.2249374 },
note = {Accepted on Dec 25, 2012}}}
@Article{FloeBier13,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Metropolis-Hastings sampling of paths},
journal = {Transportation Research Part B: Methodological},
year = {2013},
volume = {48},
pages = {53-66},
DOI = {10.1016/j.trb.2012.11.002},
note = {Accepted on Oct 17, 2012}}}
The paper provides analytical evidence of the added-value of flexibility for air transportation systems. More specifically, the impact of a new innovative modular aircraft on the operations of an airline is deeply analyzed. The impact analysis is carried out with an integrated schedule planning model which presents a combination of appropriate optimization and behavioral modeling methodologies. The results show that the flexible system uses the transportation capacity more efficiently by carrying more passengers with less overall capacity. Moreover, it is observed that the flexible system deals better with insufficient transportation capacity. Furthermore, the scheduling decisions are robust to the estimated cost figures of the new system. For the analyzed range of costs, it is always carrying more passengers with less allocated capacity compared to a standard system.
@Article{AtaSalBierLeo_2013,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire and Claudio Leonardi},
title = {Impact analysis of a flexible air transportation system},
journal = {European Journal of Transport and Infrastructure Research},
year = {2013},
volume = {13},
number = {2},
pages = {123-146},
note = {Accepted on Dec 17, 2012}}}
The purpose of this research was to explore how the values of travel time (VTT) and preferences for different modes vary within individuals compared with the variation between observed trips. With 6-week revealed preference panel data and stated preference data from a mode choice context, both collected in Switzerland, a revealed-stated preference logit mode choice model was estimated. The model was applied to simulate how VTT and change in consumer surplus vary across trips within and between individuals over the 6 weeks in response to a hypothetical congestion-charging scheme. The variation in VTT arising from income differences was found to be substantially smaller than the variation in VTT between trips. Moreover, the variability in VTT averaged over all trips within each individual was considerably smaller than the variability in VTT for all observed trips. Therefore, the assumption that variation in VTT between observed trips reflects the variation in the average VTT between individuals, which is usually made in equity analyses, will overstate the between-individual variation. The results suggest that if intraindividual variation in preferences is not taken into account, the negative equity effects of congestion charges are likely to be overestimated.
@Article{BorjCherBier13,
author = {Maria B\"orjesson and Elisabetta Cherchi and Michel Bierlaire},
title = {Within Individual Variation in Preferences: Equity Effects of Congestion Charges},
journal = {Transportation Research Record},
year = {2013},
volume = {2382},
pages = {92-101},
DOI = {10.3141/2382-11},
note = {Accepted on Feb 25, 2013}}}
In this paper, we study the dynamic hybrid berth allocation problem in bulk ports with the objective to minimize the total service times of the vessels. We propose two exact methods based on mixed integer progra mming and generalized set partitionin g, and a heuristic method based on squeaky wheel optimization, explicitly considering the cargo type on the vessel. The formulations are compared through extensive numer ical experiments based on instances inspired from real bulk port data. The results indicate that the set partitioning method and the heuristic method can be used to obtain near-optimal solutions for even larger problem size.
@Article{UmanBierVac13,
author = {Nitish Umang and Michel Bierlaire and Ilaria Vacca},
title = {Exact and Heuristic Methods to Solve the Berth Allocation Problem in Bulk Ports},
journal = {Transportation Research Part E: Logistics and Transportation Review},
year = {2013},
volume = {54},
pages = {14-31},
DOI = {10.1016/j.tre.2013.03.003},
note = {Accepted on Mar 16, 2013}}}
@Article{OsorBier13,
author = {Carolina Osorio and Michel Bierlaire},
title = {A simulation-based optimization framework for urban transportation problems},
journal = {Operations Research},
year = {2013},
volume = {61},
number = {6},
pages = {1333-1345},
DOI = {10.1287/opre.2013.1226},
note = {Accepted on Jun 29, 2013}}}
@Article{LeeKhelGarroBierPost12,
author = {Misuk Lee and Alexandre Khelifa and Laurie Garrow and Michel Bierlaire and David Post},
title = {An analysis of destination choice for opaque airline products using multidimensional binary logit models },
journal = {Transportation Research Part A: Policy and Practice},
year = {2012},
volume = {46},
pages = {1641-1653},
DOI = {10.1016/j.tra.2012.08.009},
note = {Accepted on Aug 14, 2012}}}
We introduce a hybrid discrete choice framework to model the decisions of investors in stock markets. More specifically, we model the decision to buy or sell stocks using a binary logit model with latent classes, characterizing the perception of risk. The model considers the dynamic nature of the underlying decision process and is estimated from the data of a Swiss bank containing 25989 transactional observations from January 2005 to September 2010 for 6 different portfolios. The predictive performance of the model is tested: a cross-validation analysis is performed and the forecasting accuracy of the model is studied in details. Parameters of the model are interpretable and quantify interesting behavioral mechanisms related to investors’ decisions. The predictive capabilities of the model in a real context makes it practicable.
@Article{RobiBier12,
author = {Thomas Robin and Michel Bierlaire},
title = {Modeling the behavior of investors},
journal = {Journal of Choice Modelling},
year = {2012},
volume = {5},
number = {2},
DOI = {10.1016/S1755-5345(13)70054-X},
note = {Accepted on Jun 22, 2012}}}
A SIFT algorithm in spherical coordinates for omnidirectional images is proposed. This algorithm can generate two types of local descriptors, Local Spherical Descriptors and Local Planar Descriptors. With the first ones, point matching between two omnidirectional images can be performed, and with the second ones, the same matching process can be done but between omnidirectional and planar images. Furthermore, a planar to spherical mapping is introduced and an algorithm for its estimation is given. This mapping allows to extract objects from an omnidirectional image given their SIFT descriptors in a planar image. Several experiments, confirming the promising and accurate performance of the system, are conducted.
@Article{CruzBogdPaquBierThir09,
author = {Javier Cruz and Iva Bogdanova and Beno{\^\i}t Paquier and Michel Bierlaire and Jean-Philippe Thiran},
title = {Scale Invariant Feature Transform on the Sphere: Theory and Applications},
journal = {International Journal of Computer Vision},
year = {2012},
volume = {98},
number = {2},
pages = {217-241},
DOI = {10.1007/s11263-011-0505-4},
note = {Accepted on Oct 21, 2011}}}
@Article{AbouWittBierKaufBenA11,
author = {Maya Abou-Zeid and Regina Witter and Michel Bierlaire and Vincent Kaufmann and Moshe Ben-Akiva},
title = {Happiness and Travel Mode Switching: Findings from a Swiss Public Transportation Experiment},
journal = {Transport Policy},
year = {2012},
volume = {19},
number = {1},
pages = {93-104},
DOI = {10.1016/j.tranpol.2011.09.009},
note = {Accepted on Sep 09, 2011}}}
This paper presents an analytical model, based on finite capacity queueing network theory, to evaluate congestion in protein synthesis networks. These networks are modeled as a set of single server bufferless queues in a tandem topology. This model proposes a detailed state space formulation, which provides a fine description of congestion and contributes to a better understanding of how the protein synthesis rate is deteriorated. The model approximates the marginal stationary distributions of each queue. It consists of a system of linear and quadratic equations that can be decoupled. The numerical performance of this method is evaluated for networks with up to 100,000 queues, considering scenarios with various levels of congestion. It is a computationally efficient and scalable method that is suitable to evaluate congestion for large-scale networks. Additionally, this paper generalizes the concept of blocking: blocking events can be triggered by an arbitrary set of queues. This generalization allows for a variety of blocking phenomena to be modeled. (C) 2011 Elsevier B.V. All rights reserved.
@Article{OsorBier11,
author = {Carolina Osorio and Michel Bierlaire},
title = {A tractable analytical model for large-scale congested protein synthesis networks},
journal = {European Journal of Operational Research},
year = {2012},
volume = {219},
number = {3},
pages = {588-597},
DOI = {10.1016/j.ejor.2011.10.037},
note = {Accepted on Jun 22, 2011}}}
@Article{OsoFloeBier2011,
author = {Carolina Osorio and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Dynamic network loading: a differentiable model that derives link state distributions},
journal = {Transportation Research Part B: Methodological},
year = {2011},
volume = {45},
number = {9},
pages = {1410-1423},
DOI = {10.1016/j.trb.2011.05.014},
note = {Accepted on Mar 07, 2011}}}
Optimization problems with noisy data solved using stochastic programming or robust optimization approaches require the explicit characterization of an uncertainty set U that models the nature of the noise. Such approaches depend on the modeling of the uncertainty set and suffer from an erroneous estimation of the noise.
@Article{EggeSalaBier10,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Uncertainty Feature Optimization: an implicit paradigm for problems with noisy data},
journal = {Networks},
year = {2011},
volume = {57},
number = {3},
pages = {270-284},
DOI = {10.1002/net.20428},
note = {Accepted on Jun 16, 2010}}}
A generation of new models has been proposed to handle some complex human behaviors. These models account for the data ambiguity, and there- fore extend the application field of the discrete choice modeling. The facial expression recognition (FER) is highly relevant in this context. We develop a dynamic facial expression recognition (DFER) framework based on dis- crete choice models (DCM). The DFER consists in modeling the choice of a person who has to label a video sequence representing a facial expression. The originality is based on the the analysis of videos with discrete choice models as well as the explicit modeling of causal effects between the facial features and the recognition of the expression. Five models are proposed. The first assumes that only the last frame of the video triggers the choice of the expression. The second model has two components. The first captures the perception of the facial expression within each frame in the sequence, while the second determines which frame triggers the choice. The third model is an extension of the second model and assumes that the choice of the expression results from the average of perceptions within a group of frames. The fourth and fifth models integrate the panel effect inherent to the estimation data and are respectively extensing the first and second mod- els. The models are estimated using videos from the Facial Expressions and Emotions Database (FEED). Labeling data on the videos has been obtained using an internet survey available at http://transp-or2.epfl.ch/videosurvey/. The prediction capability of the models is studied in order to check their validity by cross-validation using the estimation data.
@Article{RobiBierCruz11,
author = {Thomas Robin and Michel Bierlaire and Javier Cruz},
title = {Dynamic facial expression recognition with a discrete choice model},
journal = {Journal of Choice Modelling},
year = {2011},
volume = {4},
number = {2},
pages = {95-148},
DOI = {10.1016/S1755-5345(13)70059-9},
note = {Accepted on Jun 02, 2011}}}
We present an operational framework for the calibration of demand models for dynamic traffic simulations, where calibration refers to the estimation of a structurally predefined model's parameters from real data. Our focus is on disaggregate simulators that represent every traveler individually. We calibrate, also at an individual level, arbitrary choice dimensions within a Bayesian framework, where the analyst's prior knowledge is represented by the dynamic traffic simulator itself and the measurements are comprised of time-dependent traffic counts. The approach is equally applicable to an equilibrium-based planning model and to a telematics model of spontaneous and imperfectly informed drivers. It is based on consistent mathematical arguments, yet it is applicable in a purely simulation-based environment and, as our experimental results show, is capable of handling large scenarios.
@Article{FloeBierNageTS10,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire and Kai Nagel},
title = {Bayesian demand calibration for dynamic traffic simulations},
journal = {Transportation Science},
year = {2011},
volume = {45},
number = {4},
pages = {541-561},
DOI = {10.1287/trsc.1100.0367},
note = {Accepted on Dec 01, 2010}}}
We propose a new heuristic for nonlinear global optimization combining a variable neighborhood search framework with a modified trust-region algorithm as local search. The proposed method presents the capability to prematurely interrupt the local search if the iterates are converging to a local minimum that has already been visited or if they are reaching an area where no significant improvement can be expected. The neighborhoods, as well as the neighbors selection procedure, are exploiting the curvature of the objective function. Numerical tests are performed on a set of unconstrained nonlinear problems from the literature. Results illustrate that the new method significantly outperforms existing heuristics from the literature in terms of success rate, CPU time, and number of function evaluations.
@Article{BierThemZuff09,
author = {Michel Bierlaire and Micha\"el Th\'emans and Nicolas Zufferey},
title = {A heuristic for nonlinear global optimization},
journal = {INFORMS Journal of Computing},
year = {2010},
volume = {22},
number = {1},
pages = {59-70},
DOI = {10.1287/ijoc.1090.0343},
note = {Accepted on Feb 23, 2009}}}
In this paper, we consider the recovery of an airline schedule after an unforeseen event called disruption, making the planned schedule infeasible. We present a modeling framework that allows the consideration of operational constraints within a Column Generation (CG) scheme. We introduce the general concept of recovery network, generated for each individual unit of the problem, and show how unit-specific constraints are modeled using resources. We fully illustrate the concept by solving the Aircraft Recovery Problem (ARP) with maintenance planning, we give some insights into applying the model to the Passenger Recovery Problem (PRP) and we present computational results on real data. (C) 2009 Elsevier Ltd. All rights reserved.
@Article{EggeSalaBier09,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Constraint-specific recovery networks for solving airline recovery problems},
journal = {Computers \& Operations Research},
year = {2010},
volume = {37},
number = {6},
pages = {1014-1026},
DOI = {10.1016/j.cor.2009.08.006 },
note = {Accepted on Aug 31, 2009}}}
UrbanSim is an integrated transportation land-use model that has been under development since the late 1990s. It has received a significant amount of attention in the integrated modeling community. It is well known for its disaggregated approach. A number of papers describing the application of UrbanSim have appeared in the formal and gray literatures. Some of these papers report on successful applications of UrbanSim with little description of the amount of effort required to develop an operational model. Those that do report on the effort and challenges of using UrbanSim suggest that substantial data and human resources are required. One recent report quantifies the human resource requirements as an interdisciplinary team of four for three years. This reputation makes many potential users think twice before developing an UrbanSim model. We believe the best way to evaluate UrbanSim for a new region is by having a sense of how it can be used, and how much effort is required to do so. Understanding UrbanSim, however, does not require having a fully operational model. This paper is aimed at researchers and institutions that would like to evaluate UrbanSim, but are concerned about the effort required to do so. Based on two applications (Brussels in Belgium and Lausanne in Switzerland), it describes a procedure to develop a prototype UrbanSim model and how to use it to evaluate UrbanSim for application to a new region. Its objective is to motivate, describe, comment and illustrate a procedure for an efficient evaluation of the use of UrbanSim. Its main contributions are threefold. First, it develops a procedure by which a prototype UrbanSim model can be developed for evaluation purposes in a new region. Second, it provides an analysis of the effort required to do so. Finally, in so doing it advances knowledge in the field of transportation and land-use modeling by helping modelers to evaluate the use of UrbanSim for a particular study region, in a rigorous and systematic way.
@Article{PattBier09,
author = {Zachary Patterson and Michel Bierlaire},
title = {Development of Prototype UrbanSim Models},
journal = {Environment and Planning B},
year = {2010},
volume = {37},
number = {2},
pages = {344-366},
DOI = {10.1068/b35107},
note = {Accepted on Jul 08, 2009}}}
A recent internet based survey of over 35'000 samples has shown that when different human observers are asked to assign labels to static human facial expressions, different individuals categorize differently the same image. This fact results in a lack of an unique ground-truth, an assumption held by the large majority of existing models for classification. This is especially true for highly ambiguous expressions, especially in the lack of a dynamic context. In this paper we propose to address this shortcoming by the use of Discrete Choice Models (DCM) to describe the choice a human observer is faced to when assigning labels to static facial expressions. Different models of increasing complexity are specified to capture the causal effect between features of an image and its associated expression, using several combinations of different measurements. The sets of measurements we used are largely inspired by FACS but also introduce some new ideas, specific to a static framework. These models are calibrated using maximum likelihood techniques and they are compared with each other using a likelihood ratio test, in order to test for significance in the improvement resulting from adding supplemental features. Through a cross-validation procedure we assess the validity of our approach against overfitting and we provide a comparison with an alternative model based on Neural Networks for benchmark purposes.
@Article{SorcAntoCruzRobiBierThir09,
author = {Matteo Sorci and Gianluca Antonini and Javier Cruz and Thomas Robin and Michel Bierlaire and Jean-Philippe Thiran},
title = {Modelling human perception of static facial expressions},
journal = {Image and Vision Computing},
year = {2010},
volume = {28},
number = {5},
pages = {790-806},
DOI = {10.1016/j.imavis.2009.10.003},
note = {Accepted on Oct 07, 2009}}}
@Article{PattKryvMarcBier10,
author = {Zachary Patterson and Marko Kryvobokov and Fabrice Marchal and Michel Bierlaire},
title = {Disaggregate Models with Aggregate Data: Two UrbanSim Applications},
journal = {Journal of Transport and Land Use},
year = {2010},
volume = {3},
number = {2},
pages = {5-37},
DOI = {10.5198/jtlu.v3i2.113},
note = {Accepted on Jan 08, 2010}}}
Most of the multi-camera systems assume a well structured environment to detect and match objects across cameras. Cameras need to be fixed and calibrated. In this work, a novel system is presented to detect and match any objects in a network of uncalibrated fixed and mobile cameras. Objects are detected with the mobile cameras given only their observations from the fixed cameras. No training stage and data are used. Detected objects are correctly matched across cameras leading to a better understanding of the scene. A cascade of dense region descriptors is proposed to describe any object of interest. Various region descriptors are studied such as color histogram, histogram of oriented gradients, haar- wavelet responses, and covariance matrices of various features. The proposed descriptor outperforms existing approaches such as scale invariant feature transform (SIFT), or the speeded up robust features (SURF). Moreover, a sparse scan of the image plane is proposed to reduce the search space of the detection and matching process, approaching nearly real- time performance. The approach is robust to changes in illuminations, viewpoints, color distributions and image quality. Partial occlusions are also handled.
@Article{AlahVandBierKunt10,
author = {Alexandre Alahi and Pierre Vandergheynst and Michel Bierlaire and Murat Kunt},
title = {Cascade of Descriptors to Detect and Track Objects Across Any Network of Cameras},
journal = {Computer Vision and Image Understanding},
year = {2010},
volume = {114},
number = {6},
pages = {624-640},
DOI = {10.1016/j.cviu.2010.01.004},
note = {Accepted on Jan 17, 2010}}}
Discrete choice models are defined conditional to the analyst's knowledge of the actual choice set. The common practice for many years has been to assume that individual-based choice sets can be deterministically generated on the basis of the choice context and characteristics of the decision maker. This assumption is not valid or not applicable in many situations, and probabilistic choice set formation procedures must be considered. The constrained multinomial logit model (CMNL) has recently been proposed as a convenient way to deal with this issue, as it is also appropriate for models with a large choice set. In this paper, how well the implicit choice set generation of the CMNL approximates the explicit choice set generation is analyzed as described in earlier research. The results based on synthetic data show that the implicit choice set generation model may be a poor approximation of the explicit model.
@Article{BierHurtFlo_TRB10,
author = {Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {An analysis of the implicit choice set generation using the Constrained Multinomial Logit model},
journal = {Transportation Research Record},
year = {2010},
volume = {2175},
pages = {92-97},
DOI = {10.3141/2175-11},
note = {Accepted on Feb 24, 2010}}}
In recent years, many works on geometric image representation have appeared in the literature. Geometric video representation has not received such an important attention so far, and only some initial works in the area have been presented. Works on geometric multi-dimensional signal representations have established a close relation with signal expansions on redundant dictionaries. For this purpose, Matching Pursuits (MP) have shown to be an interesting tool to obtain such expansions. Recently, most important limitations of MP have been underlined, and alternative algorithms like Weighted-MP have been proposed to address these. This work explores the use of Weighted-MP as a new framework for motion-adaptive geometric video approximations. We study a novel algorithm to decompose video sequences in terms of few, salient video components that jointly represent the geometric and motion content of a scene. Experimental coding results on highly geometric content show that the proposed paradigm has the potential to exploit spatio-temporal geometry adaptation, as well as that 2D Weighted-MP improves the representation compared to those based on 2D MP. Furthermore, the extracted video components represent relevant visual structures with high saliency. In an example application, such components are effectively used as video descriptors for the joint audio-video analysis of multimedia sequences. Overall results are interesting, encouraging further research on the application of Weighted-MP for geometric video representations.
@Article{DivoMonaFiguVandBier09,
author = {Oscar {Divorra Escoda} and Gianluca Monaci and Rosa {Figueras i Ventura} and Pierre Vandergheynst and Michel Bierlaire},
title = {Geometric Video Approximation Using Weighted Matching Pursuit},
journal = {IEEE Transactions on Image Processing},
year = {2009},
volume = {18},
number = {8},
pages = {1703-1716},
DOI = {10.1109/TIP.2009.2021315},
note = {Accepted on Feb 28, 2009}}}
This paper presents a new paradigm for choice set generation in the context of route choice model estimation. We assume that the choice sets contain all paths connecting each origin-destination pair. Although this is behaviorally questionable, we make this assumption in order to avoid bias in the econometric model. These sets are in general impossible to generate explicitly. Therefore, we propose an importance sampling approach to generate subsets of paths suitable for model estimation. Using only a subset of alternatives requires the path utilities to be corrected according to the sampling protocol in order to obtain unbiased parameter estimates. We derive such a sampling correction for the proposed algorithm.
@Article{FrejBierBenA09,
author = {Emma Frejinger and Michel Bierlaire and Moshe Ben-Akiva},
title = {Sampling of Alternatives for Route Choice Modeling},
journal = {Transportation Research Part B: Methodological},
year = {2009},
volume = {43},
number = {10},
pages = {984-994},
DOI = {10.1016/j.trb.2009.03.001},
note = {Accepted on Mar 03, 2009}}}
The conditional indirect utility of many random utility maximization (RUM) discrete choice models is specified as a sum of an index V depending on observables and an independent random term. In general, the universe of RUM consistent models is much larger, even fixing some specification of V due to theoretical and practical considerations. In this paper, we explore an alternative RUM model where the summation of V and the error term is replaced by multiplication. This is consistent with the notion that choice makers may sometimes evaluate relative differences in V between alternatives rather than absolute differences. We develop some properties of this type of model and show that in several cases the change from an additive to a multiplicative formulation, maintaining a specification of V, may lead to a large improvement in fit, sometimes larger than that gained from introducing random coefficients in V.
@Article{FosgBier08,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Discrete choice models with multiplicative error terms},
journal = {Transportation Research Part B: Methodological},
year = {2009},
volume = {43},
number = {5},
pages = {494-505},
DOI = {10.1016/j.trb.2008.10.004},
note = {Accepted on Oct 14, 2008}}}
We propose and validate a model for pedestrian walking behavior, based on discrete choice modeling. Two main types of behavior are identified: unconstrained and constrained. By unconstrained, we refer to behavior patterns which are independent from other individuals. The constrained patterns are captured by a leader-follower model and by a collision avoidance model. The spatial correlation between the alternatives is captured by a cross nested logit model. The model is estimated by maximum likelihood estimation on a real data set of pedestrian trajectories, manually tracked from video sequences. The model is successfully validated using a bi-directional flow data set, collected in controlled experimental conditions at Delft university.
@Article{RobiAntoBierCruz08,
author = {Thomas Robin and Gianluca Antonini and Michel Bierlaire and Javier Cruz},
title = {Specification, estimation and validation of a pedestrian walking behavior model},
journal = {Transportation Research Part B: Methodological},
year = {2009},
volume = {43},
number = {1},
pages = {36-56},
DOI = {10.1016/j.trb.2008.06.010},
note = {Accepted on Jun 11, 2008}}}
Analytic queueing network models often assume infinite capacity queues due to the difficulty of grasping the between-queue correlation. This correlation can help to explain the propagation of congestion. We present an analytic queueing network model which preserves the finite capacity of the queues and uses structural parameters to grasp the between-queue correlation. Unlike pre-existing models it maintains the network topology and the queue capacities exogenous. Additionally, congestion is directly modeled via a novel formulation of the state space of the queues which explicitly captures the blocking phase. The model can therefore describe the sources and effects of congestion.
@Article{OsorBier08,
author = {Carolina Osorio and Michel Bierlaire},
title = {An analytic finite capacity queueing network model capturing the propagation of congestion and blocking},
journal = {European Journal of Operational Research},
year = {2009},
volume = {196},
number = {3},
pages = {996-1007},
DOI = {10.1016/j.ejor.2008.04.035},
note = {Accepted on Apr 23, 2008}}}
We propose a new trust region based optimization algorithm for solving unconstrained nonlinear problems whose second derivatives matrix is singular at a local solution. We give a theoretical characterization of the singularity in this context and we propose an iterative procedure which allows to identify a singularity in the objective function during the course of the optimization algorithm, and artificially adds Curvature to the objective function. Numerical tests are performed on a set of unconstrained nonlinear problems, both singular and non-singular. Results illustrate the significant performance improvement compared to classical trust region and filter algorithms proposed in the literature. The approach is also shown to be competitive with tensor methods in terms of efficiency while reaching a higher level of robustness. (C) 2008 Elsevier B.V. All rights reserved
@Article{BierThem08,
author = {Michel Bierlaire and Micha\"el Th\'emans},
title = {Dealing with singularities in nonlinear unconstrained optimization},
journal = {European Journal of Operational Research},
year = {2009},
volume = {196},
number = {1},
pages = {33-42},
DOI = {10.1016/j.ejor.2008.02.036},
note = {Accepted on Feb 24, 2008}}}
Derivative-free optimization involves the methods used to minimize an expensive objective functionwhen its derivatives are not available. We present here a trust-region algorithmbased on Radial Basis Functions (RBFs). The main originality of our approach is the use of RBFs to build the trust-region models and our management of the interpolation points based on Newton fundamental polynomials. Moreover the complexity of ourmethod is very attractive. We have tested the algorithmagainst the best state-of-theart methods (UOBYQA, NEWUOA, DFO). The tests on the problems from the CUTEr collection show that BOOSTERS is performing very well on medium-size problems. Moreover, it is able to solve problems of dimension 200, which is considered very large in derivative-free optimization.
@Article{OeuvBier06-booster,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {BOOSTERS: a derivative-free algorithm based on radial basis functions},
journal = {International Journal of Modelling and Simulation},
year = {2009},
volume = {29},
number = {1},
pages = {26-36},
DOI = {10.2316/Journal.205.2009.1.205-4634},
note = {Accepted on Jul 10, 2006}}}
@Article{BierSala09,
author = {Michel Bierlaire and Matteo Salani},
title = {Selected papers from the Triennial symposium on transportation analysis (TRISTAN), Phuket, Thailand, June 11{\textendash}15, 2007, Special Issue of Transportation Research Part C },
journal = {Transportation Research Part C: Emerging Technologies},
year = {2009},
volume = {17},
number = {2},
pages = {105},
DOI = {10.1016/j.trc.2008.12.001 },
note = {Accepted on Oct 28, 2008}}}
Mutual information is a widely used similarity measure for aligning multimodal medical images. At its core it relies on the computation of a discrete joint histogram, which itself requires image samples for its estimation. In this paper we study the influence of the sampling process. We show that quasi-random sampling based on Halton sequences outperforms methods based on regular sampling or on random sampling. Our results suggest that sampling itself—and not interpolation, as was previously believed— is the source of two major problems associated with mutual information: the grid effect, whereby grid-aligning transformations are favored, and the overlap problem, whereby the similarity measure exhibits discontinuities. Both defects tend to impede the accuracy of registration; they also result in reduced robustness because of the presence of local optima. By estimating the joint histogram by quasi-random sampling, we solve both issues at the same time.
@Article{ThevBierUnse06,
author = {Philippe Th\'evenaz and Michel Bierlaire and Micha\"el Unser},
title = {Halton Sampling for Image Registration Based on Mutual Information},
journal = {Sampling Theory in Signal and Image Processing},
year = {2008},
volume = {7},
number = {2},
pages = {141-171},
note = {Accepted on Mar 28, 2006}}}
@Article{OeuvBier06-doped,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {A doped derivative-free algorithm},
journal = {International Journal of Modelling and Simulation},
year = {2008},
volume = {28},
number = {4},
pages = {387-393},
DOI = {10.2316/Journal.205.2008.4.205-4660},
note = {Accepted on Jul 01, 2006}}}
In the presence of choice-based sampling strategies for data collection, the property of Multinomial Logit (MNL) models, that consistent estimâtes of all parameters but the constants can be obtained from an Exogenous Sample Maximum Likelihood (ESML) estimation, does not hold in general for Generalized Extreme Value (GEV) models. We propose a consistent ESML estimator for GEV models in this context. We first identify a specific class of GEV models with the desired property that, similarly to MNL, the constants absorb the potential bias. We then propose a new and simpleWeighted Conditional Maximum Likelihood (WCML) estimator for the more general case. Contrarily to the Weighted Exogenous Sample Maximum Likelihood (WESML) estimator by Manski and Lerman (1977), the new WCML estimator does not require an external knowledge of the market shares. We illustrate the use of the estimator on synthetic and real data.
@Article{BierBoldMcFa07,
author = {Michel Bierlaire and Denis Bolduc and Dan McFadden},
title = {The estimation of Generalized Extreme Value models from choice-based samples},
journal = {Transportation Research Part B: Methodological},
year = {2008},
volume = {42},
number = {4},
pages = {381-394},
DOI = {10.1016/j.trb.2007.09.003},
note = {Accepted on Sep 20, 2007}}}
Route choice models are difficult to design and to estimate for various reasons. In this paper we focus on issues related to data. Indeed, real data in its original format are not related to the network used by the modeler and do therefore not correspond to path definitions. Typical examples are data collected with the Global Positioning System (GPS) or respondents describing chosen itineraries to interviewers. Data manipulation is then necessary in order to obtain network compliant paths. We argue that such manipulations introduce bias and errors and should be avoided. We propose a general modeling framework that reconcile network-free data with a network based model without data manipulations. The concept that bridges the gap between the data and the model is called Domain of Data Relevance and corresponds to a physical area in the network where a given piece of data is relevant. We illustrate the framework on simple examples for two different types of data (GPS data and reported trips). Moreover, we present estimation results of Path Size Logit and Subnetwork models based on a dataset of reported trips collected in Switzerland. The network is to our knowledge the largest one used in the literature for route choice analysis based on revealed preferences data.
@Article{BierFrej07,
author = {Michel Bierlaire and Emma Frejinger},
title = {Route choice modeling with network-free data},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2008},
volume = {16},
number = {2},
pages = {187-198},
DOI = {10.1016/j.trc.2007.07.007},
note = {Accepted on Jul 23, 2007}}}
This paper presents the findings of a study looking into the valuation of travel time savings (VTTS) in Switzerland, across modes as well as across purpose groups. The study makes several departures from the usual practice in VTTS studies, with the main one being a direct representation of the income and distance elasticity of the VTTS measures. Here, important gains in model performance and significantly different results are obtained through this approach. Additionally, the analysis shows that the estimation of robust coefficients for congested car travel time is hampered by the low share of congested time in the overall travel time, and the use of an additional rate-of-congestion coefficient, in addition to a generic car travel time coefficient, is preferable. Finally, the analysis demonstrates that the population mean of the indicators calculated is quite different from the sample means and presents methods to calculate those, along with the associated variances. These variances are of great interest as they allow the generation of confidence intervals, which can be extremely useful in cost-benefit analyses.
@Article{AxhaHessKoenAbayBateBier07,
author = {Kay Axhausen and Stephane Hess and Arnd Koenig and Georg Abay and John Bates and Michel Bierlaire},
title = {Income and distance elasticities of values of travel time savings: new Swiss results},
journal = {Transport Policy},
year = {2008},
volume = {15},
number = {3},
pages = {173-185},
DOI = {10.1016/j.tranpol.2008.02.001},
note = {Accepted on Feb 16, 2007}}}
@Article{HessBierPola07,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {A systematic comparison of continuous and discrete mixture models},
journal = {European Transport},
year = {2007},
volume = {37},
pages = {35-61},
note = {Accepted on Apr 04, 2007}}}
@Article{BogeBierHoge07,
author = {Enide Bogers and Michel Bierlaire and Serge Hoogendoorn},
title = {Modeling Learning in Route Choice},
journal = {Transportation Research Record},
year = {2007},
volume = {2014},
pages = {1-8},
DOI = {10.3141/2014-01},
note = {Accepted on Mar 02, 2007}}}
The choice of a specific distribution for random parameters of discrete choice models is a critical issue in transportation analysis. Indeed, various pieces of research have demonstrated that an inappropriate choice of the distribution may lead to serious bias in model forecast and in the estimated means of random parameters. In this paper, we propose a practical test, based on seminonparametric techniques. The test is analyzed both on synthetic and real data, and is shown to be simple and powerful.
@Article{FosgBier07,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {A practical test for the choice of mixing distribution in discrete choice models},
journal = {Transportation Research Part B: Methodological},
year = {2007},
volume = {41},
number = {7},
pages = {784-794},
DOI = {10.1016/j.trb.2007.01.002}}}
When using random utility models for a route choice problem, a critical issue is the significant correlation among alternatives. There are basically two types of models proposed in the literature to address it: (i) a deterministic correction of the path utilities in a Multinomial Logit model (such as the Path Size Logit or the C-Logit models) and (ii) an explicit modeling of the correlation through assumptions about the error terms, and the use of advanced discrete choice models such as the Cross-Nested Logit or the Error Component models. The first is simple, easy to handle and often used in practice. Unfortunately, it does not correctly capture the correlation structure, as we discuss in details in the paper. The second is more consistent with the modeling objectives, but very complicated to specify and estimate. The modeling framework proposed in this paper allows the analyst to control the trade-off between the simplicity of the model and the level of realism. Within this framework, the key concept capturing the correlation structure is called a subnetwork. A subnetwork is a simplification of the road network only containing easy identifiable and behaviorally relevant roads. In practice, the subnetwork can easily be defined based on the route network hierarchy. The importance and the originality of our approach lie in the possibility to capture the most important correlation without considerably increasing the model complexity. This makes it suitable for a wide spectrum of applications, namely involving realistic large-scale networks. As an illustration, we present estimation results of a factor analytic specification of a mixture of Multinomial Logit model, where the correlation among paths is captured by error components. The estimation is based on a GPS dataset collected in the Swedish city of Borlänge. The results show a significant increase in model fit and forecasting performance for the Error Component model compared to a Path Size Logit model. Moreover, the correlation parameters are significant.
@Article{FrejBier07,
author = {Emma Frejinger and Michel Bierlaire},
title = {Capturing correlation with subnetworks in route choice models},
journal = {Transportation Research Part B: Methodological},
year = {2007},
volume = {41},
number = {3},
pages = {363-378},
DOI = {10.1016/j.trb.2006.06.003}}}
We address two fundamental issues associated with the use of cross-nested logit models. On the one hand, we justify the adequate normalization of the model proposed by Wen and Koppelman (2001). On the other hand, we provide an analysis of the correlation structure of the CNL, based on random utility theory. We evaluate the validity of the approximation proposed by Papola (2004), both using theoretical arguments and numerical examples based on the exact formula of the correlation.
@Article{AbbeBierTole07,
author = {Emmanuel Abbe and Michel Bierlaire and Tomer Toledo},
title = {Normalization and correlation of cross-nested logit models},
journal = {Transportation Research Part B: Methodological},
year = {2007},
volume = {41},
number = {7},
pages = {795-808},
DOI = {10.1016/j.trb.2006.11.006}}}
The medical image registration problem can be formulated as a nonlinear programming problem. To identify appropriate algorithms to solve it, it is critical to analyze the properties of the problem. In this paper, we consider the image registration problem based on maximization of mutual information when the partial volume (PV) interpolation is used to update the joint histogram. We identify pathological cases which may happen in practice, and which may lead to discontinuous instances of the objective function. We show that the objective function is not differentiable and that the set of non- differentiability is of null measure. Then, we propose a derivative- free algorithm specially designed for this application. Derivative- free optimization involves all the methods used to minimize an objective function when its derivatives are not available and when the function is expensive. We present here, a trust-region algorithm based on radial basis functions instead of the classical second-order polynomials. Actually, our surrogate of the objective function is a mixed radial and polynomial model. On the instances of the medical image registration problem, our method surpasses all the tested state-of-the-art derivative-free algorithms.
@Article{OeuvBier06-medical,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {A new derivative-free algorithm for the medical image registration problem},
journal = {International Journal of Modelling and Simulation},
year = {2007},
volume = {27},
number = {2},
pages = {115-124},
DOI = {10.2316/Journal.205.2007.2.205-4367}}}
We propose an extension of secant methods for nonlinear equations using a population of previous iterates. Contrarily to classical secant methods, where exact interpolation is used, we prefer a least squares approach to calibrate the linear model. We propose an explicit control of the numerical stability of the method. We show that our approach can lead to an update formula. In that case, we prove the local convergence of the corresponding undamped quasi-Newton method. Finally, computational comparisons with classical quasi-Newton methods highlight a significant improvement in terms of robustness and number of function evaluations. We also present numerical tests showing the robust behavior of our method in the presence of noise.
@Article{BierCritThem06,
author = {Michel Bierlaire and Frank Crittin and Micha\"el Th\'emans},
title = {A multi-iterate method to solve systems of nonlinear equations},
journal = {European Journal of Operational Research},
year = {2007},
volume = {183},
number = {1},
pages = {20-41},
DOI = {10.1016/j.ejor.2006.09.080}}}
We propose a discrete choice framework for pedestrian dynamics, modelling short term behavior of individuals as a response to the presence of other pedestrians. We use a dynamic and individual-based spatial discretization, representing the physical space. We develop a model predicting where the next step of a walking pedestrian will be, at a given point in time. The use of the discrete choice framework is justified by its flexibility, the capacity to deal with individuals and the compatibility with agent-based simulation. The model is calibrated using data from actual pedestrian movements, manually taken from video sequences. We present two different formulations: a cross-nested logit and a mixed nested logit. In order to verify the quality of the calibrated model, we have designed and developed a pedestrians simulator.
@Article{AntoBierWebe06,
author = {Gianluca Antonini and Michel Bierlaire and Mats Weber},
title = {Discrete choice models of pedestrian walking behavior},
journal = {Transportation Research Part B: Methodological},
year = {2006},
volume = {40},
number = {8},
pages = {667-687},
DOI = {10.1016/j.trb.2005.09.006}}}
Many complex transportation models can be formulated as fixed-point problems. Typical examples are the “equilibrium-like” models, motivated by the need to capture the interaction between the transport supply (that is, the infrastructure) and transport demand (that is, travelers’ behavior) in various ways. In this paper, we propose a new approach for solving fixed-point problems and, equivalently, systems of nonlinear equations. It is a generalization of secant methods, and uses several previous iterates to generate a linear approximation of the nonlinear function. Although it belongs to the quasi-Newton family of methods, our algorithm is matrix free, allowing it to solve large-scale systems of equations without derivative and without any particular assumption about the structure of the problem or its Jacobian. Computational experiments on standard problems show that this algorithm outperforms classical, large-scale quasi-Newton methods in terms of efficiency and robustness. Its numerical performances are similar to Newton- Krylov methods currently considered as the best algorithms to solve large-scale nonlinear systems of equations. Furthermore, our approach, using multiple previous iterates to build a linear approximation of the nonlinear function, exhibits robust behavior in the presence of noise in the equations, which makes it particularly well adapted to transportation problems. We run our algorithm on a simple origin-destination (OD) matrix estimation problem and on some instances of the consistent anticipatory route guidance (CARG) problem, to illustrate the applicability of the proposed method and to show its significant superiority to the classical method of successive averages (MSA). Regarding size, we were able to solve a CARG problem with more than 120,000 variables. We were also able to solve classical problems with up to two million variables.
@Article{BierCrit06,
author = {Michel Bierlaire and Frank Crittin},
title = {Solving noisy large scale fixed point problems and systems of nonlinear equations},
journal = {Transportation Science},
year = {2006},
volume = {40},
number = {1},
pages = {44-63},
DOI = {10.1287/trsc.1050.0119}}}
@Article{OsorWeibPereBierGarn06,
author = {Carolina Osorio and Christophe Weibel and Pao Perez and Michel Bierlaire and Philippe Garnerin},
title = {Patient flow simulation as a tool for estimating policy impact},
journal = {Swiss Medical Informatics},
year = {2006},
volume = {58},
pages = {33-36}}}
In this paper we address the problem of detection and tracking of pedestrians in complex scenarios. The inclusion of prior knowledge is more and more crucial in scene analysis to guarantee flexibility and robustness, necessary to have reliability in complex scenes. We aim to combine image processing methods with behavioral models of pedestrian dynamics, calibrated on real data. We introduce Discrete Choice Models (DCM) for pedestrian behavior and we discuss their integration in a detection and tracking context. The obtained results show how it is possible to combine both methodologies to improve the performances of such systems in complex sequences.
@Article{AntoVeneBierThir06,
author = {Gianluca Antonini and Santiago Venegas and Michel Bierlaire and Jean-Philippe Thiran},
title = {Behavioral priors for detection and tracking of pedestrians in video sequences},
journal = {International Journal of Computer Vision},
year = {2006},
volume = {69},
number = {2},
pages = {159-180},
DOI = {10.1007/s11263-005-4797-0}}}
Generalised extreme value models provide an interesting theoretical framework to develop closed-form random utility models. Unfortunately, few instances of this family are to be found as operational models in practice. The form of the model, based on a generating function G which must satisfy specific properties, is rather complicated. Fundamentally, it is not an easy task to translate an intuitive perception of the correlation structure by the modeller into a concrete G function. And even if the modeller succeeds in proposing a new G function, the task of proving that it indeed satisfies the properties is cumbersome. In modelling transportation demand, researchers face the problem that many of the choices they wish to model interact in complex ways. One approach to this problem is to use mixed logit models, exploiting the power of simulation-based estimation, to incorporate the interactions required. An alternative approach, however, which is followed in this paper, is to exploit further the GEV model family originally proposed by McFadden [McFadden, D., 1978. Modelling the choice of residential location. In: Karlquist, A. et al. (Eds.), Spatial Interaction Theory and Residential Location. North-Holland, Amsterdam, pp. 75–96]. The main objectives of this paper are (i) to provide a general theoretical foundation, so that the development of new GEV models will be easier in the future, and (ii) to propose an easy way of generating new GEV models without a need for complicated proofs. Our technique requires only a network structure capturing the underlying correlation of the choice situation under consideration. If the network complies with some simple conditions, we show how to build an associated model. We prove that it is indeed a GEV model and, therefore, complies with random utility theory. The multinomial logit, the nested logit and the cross-nested logit models are specific instances of our class of models. So are the recent GenL model, combining choice set generation and choice model and some specialised compound models used in recent transportation work. Probability, expected maximum utility and elasticity formulae for the class of models are provided.
@Article{DalyBier06,
author = {Andrew Daly and Michel Bierlaire},
title = {A General and Operational Representation of Generalised Extreme Value Models},
journal = {Transportation Research Part B: Methodological},
year = {2006},
volume = {40},
number = {4},
pages = {285-305},
DOI = {10.1016/j.trb.2005.03.003}}}
@Article{BierThemAxha06,
author = {Michel Bierlaire and Micha\"el Th\'emans and Kay Axhausen},
title = {Analysis of driver's response to real-time information in Switzerland},
journal = {European Transport},
year = {2006},
volume = {34},
pages = {21-41}}}
The emergence of Intelligent Transportation Systems and the associated technologies has increased the need for complex models and algorithms. Namely, real-time information systems, directly influencing transportation demand, must be supported by detailed behavioral models capturing travel and driving decisions. Discrete choice models methodology provide an appropriate framework to capture such behavior. Recently, the Cross-Nested Logit (CNL) model has received quite a bit of attention in the literature to capture decisions such as mode choice, departure time choice and route choice. %The CNL model is an extension of the Nested Logit model, providing %more flexibility at the cost of some complexity in the model formulation. In this paper, we develop on the general formulation of the Cross Nested Logit model proposed by Ben-Akiva and Bierlaire (1999) and based on the Generalized Extreme Value (GEV) model. We show that it is equivalent to the formulations byby Papola (2004) and Wen and Koppelman (2001). We also show that the formulations by Small(1987) and Vovsha(1997) are special cases of this formulation. We formally prove that the Cross-Nested Logit model is indeed a member of the GEV models family. In doing so, we clearly distinguish between conditions that are necessary to prove consistency with the GEV theory, from normalization conditions. Finally, we propose to estimate the model with non-linear programming algorithms, instead of heuristics proposed in the literature. In order to make it operational, we provide the first derivatives of the log-likelihood function, which are necessary to such optimization procedures.
@Article{Bier06,
author = {Michel Bierlaire},
title = { A theoretical analysis of the cross-nested logit model},
journal = {Annals of Operations Research},
year = {2006},
volume = {144},
number = {1},
pages = {287-300},
DOI = {10.1007/s10479-006-0015-x}}}
In this paper, we discuss some of the issues that arise with the computation of the implied value of travel-time savings in the case of discrete choice models allowing for random taste heterogeneity. We specifically look at the case of models producing a non-zero probability of positive travel-time coefficients, and discuss the consistency of such estimates with theories of rational economic behaviour. We then describe how the presence of unobserved travel-experience attributes or conjoint activities can bias the estimation of the travel-time coefficient, and can lead to false conclusions with regards to the existence of negative valuations of travel-time savings. We note that while it is important not to interpret such estimates as travel-time coefficients per se, it is nevertheless similarly important to allow such effects to manifest themselves; as such, the use of distributions with fixed bounds is inappropriate. On the other hand, the use of unbounded distributions can lead to further problems, as their shape (especially in the case of symmetrical distributions) can falsely imply the presence of positive estimates. We note that a preferable solution is to use bounded distributions where the bounds are estimated from the data during model calibration. This allows for the effects of data impurities or model misspecifications to manifest themselves, while reducing the risk of bias as a result of the shape of the distribution. To conclude, a brief application is conducted to support the theoretical claims made in the paper.
@Article{HessBierPola05,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Estimation of value of travel-time savings using Mixed Logit models},
journal = {Transportation Research Part A: Policy and Practice},
year = {2005},
volume = {39},
number = {3},
pages = {221-236},
DOI = {10.1016/j.tra.2004.09.007}}}
We consider the school bus routing and scheduling problem, where transportation demand is known and bus scheduling can be planned in advance. We present a comprehensive methodology designed to support the decision of practitioners. We first propose a modeling framework where the focus is on optimizing the level of service for a given number of buses, then we describe an automatic procedure generating a solution to the problem. The procedure first builds a feasible solution, which is subsequently improved using a heuristic. We analyze two important issues associated with this methodology. On the one hand, we analyze the performance of three types of heuristics both on real and synthetic data. We recommend the use of a simulated annealing technique exploring infeasible solutions, which performs slightly better than all others. More importantly, we find that the performance of all heuristics is not globally affected by the choice of the parameters. This is important from a practitioner viewpoint, because the fine-tuning of algorithm parameters is not critical for the algorithm’s performance. We have successfully applied our methods on real problems and on large-scale problems. On the other hand, we propose an interactive tool allowing the practitioner to visualize the proposed solution, to test its robustness, and to dynamically rebuild new solutions if the data of the original problem are modified.
@Article{SpadBierLieb05,
author = {Michela Spada and Michel Bierlaire and Thomas Liebling},
title = {Decision-aid methodology for the school bus routing and scheduling problem},
journal = {Transportation Science},
year = {2005},
volume = {39},
number = {4},
pages = {477-490},
DOI = {10.1287/trsc.1040.0096}}}
The problem of estimating and predicting Origin-Destination (OD) tables is known to be important and difficult. In the specific context of Intelligent Transportation Systems (ITS), the dynamic nature of the problem and the real-time requirements make it even more intricate. We consider here a least-square modeling approach for solving the OD estimation and prediction problem, which seems to offer convenient and flexible algorithms. The dynamic nature of the problem is represented by an autoregressive process, capturing the serial correlations of the state variables. Our formulation is inspired from Cascetta et al. (1993) and Ashok and Ben-Akiva (1993). We compare the Kalman filter algorithm to LSQR, an iterative algorithm proposed by Paige and Saunders (1982) for the solution of large-scale least-squares problems. LSQR explicitly exploits matrix sparsity, allowing to consider larger problems likely to occur in real applications. We show that the LSQR algorithm significantly decreases the computation effort needed by the Kalman filter approach for large-scale problems. We also provide a theoretical number of flops for both algorithms to predict which algorithm will perform better on a specific instance of the problem.
@Article{BierCrit04,
author = {Michel Bierlaire and Frank Crittin},
title = {An efficient algorithm for real-time estimation and prediction of dynamic OD table},
journal = {Operations Research},
year = {2004},
volume = {52},
number = {1},
pages = {116-127},
DOI = {10.1287/opre.1030.0071}}}
We propose a measure of quality for OD trip tables estimated from link counts. This measure, called the total demand scale is based only on the estimated OD trip table and on the assignment matrix used to estimate it. It is independent of the OD estimation method and of the technique used to overcome the underdetermination of the OD estimation problem. The total demand scale measures the intrinsic underdetermination related to the OD estimation problem, considering only the network topology and the underlying route choice model. Because it identifies the level of arbitrariness introduced by the a priori matrix in the estimation process, our approach helps to evaluate if an important amount of resources must be invested for the a priori matrix, or if the available link counts contains sufficient information. The computation of the total demand scale enables to identify at zero additional cost those OD pairs such that no measurement is available on any path linking them. A MATLAB code for the computation of the total demand scale is also provided.
@Article{Bier02,
author = {Michel Bierlaire},
title = {The total demand scale: A new measure of quality for static and dynamic origin-destination trip tables},
journal = {Transportation Research Part B: Methodological},
year = {2002},
volume = {36},
number = {9},
pages = {837-850},
DOI = {10.1016/S0191-2615(01)00036-4}}}
We discuss the development of predictive choice models that go beyond the random utility model in its narrowest formulation. Such approaches incorporate several elements of cognitive process that have been identified as important to the choice process, including strong dependence on history and context, perception formation, and latent constraints. A flexible and practical hybrid choice model is presented that integrates many types of discrete choice modeling methods, draws on different types of data, and allows for flexible disturbances and explicit modeling of latent psychological explanatory variables, heterogeneity, and latent segmentation. Both progress and challenges related to the development of the hybrid choice model are presented.
@Article{BenAMcFaTraiEtal02,
author = {Moshe Ben-Akiva and Dan McFadden and Kenneth Train and Joan Walker and Chandra Bhat and Michel Bierlaire and Denis Bolduc and Axel Boersch-Supan and David Brownstone and David Bunch and Andrew Daly and Andr\'e {de Palma} and Dinesh Gopinath and Anders Karlstrom and Marcela Munizaga},
title = {Hybrid choice models: Progress and challenges},
journal = {Marketing Letters},
year = {2002},
volume = {13},
number = {3},
pages = {163-175},
DOI = {10.1023/A:1020254301302}}}
@Article{TordBierDumo02,
author = {Alexandre Torday and Michel Bierlaire and Andr\'e-Gilles Dumont},
title = {Seeing the wood and the trees: simulation-based evaluation of the effect of variable speed limit signs on capacity and user safety},
journal = {Traffic technology international},
year = {2002},
volume = {1},
pages = {60-64}}}
La télématique des transports intéresse les gestionnaires qui voient en elle la solution à plusieurs de leurs problèmes, mais elle est également un thème qui passionne de nombreux chercheurs. Si la plupart des outils développés semblent pouvoir offrir des résultats prometteurs, il faut se garder de céder trop facilement à l'élan d'optimisme qui les accompagne. Ils se basent souvent sur des justifications trop théoriques ou conceptuelles, si ce n'est sur des préjugés trop bien ancrés dans nos esprits. Comme dans tout domaine technique, il paraît audacieux de se passer d'une solide étude d'évaluation avant l'implantation d'un service de télématique, même si l'on est convaincu de son efficacité. Parmi les outils servant à de telles évaluations, les simulateurs de trafic routier peuvent être d'une grande utilité, qu'ils soient macro, méso ou microscopiques. Dans le cadre du projet PAPABILES (Projet autoroutier pilote Aubonne-Belmont pour une initiative lausannoise d'évaluation par simulation), une telle évaluation a été réalisée avec l'appui du service des routes de l'Etat de Vaud. Elle avait pour but de déterminer les effets de l'implantation de panneaux à limitation de vitesses variables (PLVV) sur un tronçon autoroutier fortement chargé, au niveau de sa capacité et de la sécurité des usagers. Pour cela, le cas concret de l'autoroute A 1 entre Aubonne et l'échangeur de Crissier (à l'ouest de Lausanne) a été retenu. En effet, ce tronçon est soumis à des charges de trafic particulièrement importantes, surtout à partir de l'entrée de Morges-est en direction de Lausanne. Dans cette région, le service des routes du canton de Vaud projette d'implanter des panneaux à limitation de vitesse variables.
@Article{TordBierDumo01,
author = {Alexandre Torday and Michel Bierlaire and Andr\'e-Gilles Dumont},
title = {Modelling evaluation of impact of variable speed limitation sign posts on road capacity and user safety},
journal = {Strasse und Verkehr},
year = {2001},
volume = {87},
number = {6},
pages = {283-286}}}
Advanced Traveler Information Systems (ATIS) and Advanced Traffic Management Systems (ATMS) have the potential to contribute to the solution of the traffic congestion problem. DynaMIT is a real-time system that can be used to generate guidance for travelers. The main principle on which DynaMIT is based is that information should be consistent, and user optimal. Consistency implies that the traffic conditions experienced by the travelers are consistent with the condition assumed in generating the guidance. To generate consistent user optimal information, DynaMIT performs two main functions: state estimation and prediction. A demand simulator and a supply simulator interact to perform these tasks. A case study demonstrates the value of the system.
@Article{BenABierBurtKoutMish01,
author = {Moshe Ben-Akiva and Michel Bierlaire and Didier Burton and Haris Koutsopoulos and Rabi Mishalani},
title = {Network state estimation and prediction for real-time transportation management applications},
journal = {Networks and Spatial Economics},
year = {2001},
volume = {1},
number = {3-4},
pages = {293-318},
DOI = {10.1023/A:1012883811652}}}
@Article{DellArenBierBogeTimm98,
author = {Benedict Dellaert and Theo Arentze and Michel Bierlaire and Alois Borgers and Harry Timmermans},
title = {Investigating consumers' tendency to combine multiple shopping purposes and destinations},
journal = {Journal of Marketing Research},
year = {1998},
volume = {35},
number = {2},
pages = {177-188},
DOI = {10.2307/3151846}}}
@Article{BierLotaToin97,
author = {Michel Bierlaire and Tsippy Lotan and Philippe Toint},
title = { On the overspecification of multinomial and nested logit models due to alternative specific constants},
journal = {Transportation Science},
year = {1997},
volume = {31},
number = {4},
pages = {363-371},
DOI = {10.1287/trsc.31.4.363}}}
This article proposes an improvement of existing methods of origin-destination matrix estimation by an explicit use of data describing the structure of the matrix. These data can be obtained from parking surveys. The new model is applied on both illustrative and real examples, and the results are discussed. Comparisons with the results obtained with SATURN/ME2 and the generalized least-squares method are also presented.
@Article{BierToin95,
author = {Michel Bierlaire and Philippe Toint},
title = {MEUSE: an origin-destination estimator that exploits structure},
journal = {Transportation Research Part B: Methodological},
year = {1995},
volume = {29},
number = {1},
pages = {47-60},
DOI = {10.1016/0191-2615(94)00025-U}}}
@Article{Bier91,
author = {Michel Bierlaire},
title = {Evaluation de la demande en trafic : quelques m\'ethodes de distribution},
journal = {Annales de la Soci\'et\'e Scientifique de Bruxelles},
year = {1991},
volume = {105},
number = {1-2},
pages = {17-66}}}
Three new iterative methods for the solution of the linear least squares problem with bound constraints are presented and their performance analyzed. The first is a modification of a method proposed by Lötstedt, while the two others are characterized by a technique allowing for fast active set changes, resulting in noticeable improvements in the speed with which constraints active at the solution are identified. The numerical efficiency of those algorithms is experimentally studied, with particular emphasis on the dependence on the starting point and the use of preconditioning for ill-conditioned problems.
@Article{BierToinTuyt91,
author = {Michel Bierlaire and Philippe Toint and Daniel Tuyttens},
title = {On iterative algorithms for linear least squares problems with bound constraints},
journal = {Linear Algebra and its Applications},
year = {1991},
volume = {143},
number = {1},
pages = {111-143},
DOI = {10.1016/0024-3795(91)90009-L}}}
@Book{BierKaufRera17,
author = {Michel Bierlaire and Vincent Kaufmann and Patrick R\'erat},
title = {La mobilit\'e en questions},
publisher = {Presses Polytechniques et Universitaires Romandes (PPUR)},
address = {Lausanne, Switzerland},
year = {2017}}}
@Book{BIER15,
author = {Michel Bierlaire},
title = {Optimization: Principles and Algorithms},
publisher = {EPFL Press},
address = {Lausanne},
ISBN = {9782940222780},
year = {2015}}}
@Book{BierDePaHurtWadd15,
author = {Michel Bierlaire and Andr\'e {de Palma} and Ricardo Hurtubia and Paul Waddell},
title = {Integrated Transport and Land Use Modeling for Sustainable Cities},
publisher = {EPFL Press},
address = {Lausanne, Switzerland},
ISBN = {978-2-940222-72-8},
year = {2015}}}
@Book{BIER06,
author = {Michel Bierlaire},
title = {Introduction \`a l'optimisation diff\'erentiable},
publisher = {Presses Polytechniques et Universitaires Romandes},
address = {Lausanne},
ISBN = {978-2-88074-669-8},
year = {2006}}}
@InProceedings{AtacObreBier,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {A General Framework to Evaluate Different Rebalancing Operations Strategies in One-Way Car Sharing Systems},
year = {2023},
booktile = {Operations Research Proceedings 2022. OR 2022.},
editor = {Grothe and O. and Nickel and S. and Rebennack and S. and Stein and O.},
series = {Lecture Notes in Operations Research},
publisher = {Springer}}}
@InProceedings{LaliObreBrdaLukoBier23,
author = {Maksim Lalic and Nikola Obrenovic and Sanja Brdar and Ivan Lukovic and Michel Bierlaire},
title = {Assisting Passengers on Rerouted Train Service Using Vehicle Sharing System},
year = {2023},
booktile = {Optimization and Decision Science: Operations Research, Inclusion and Equity},
editor = {Cappanera and P. and Lapucci and M. and Schoen and F. and Sciandrone and M. and Tardella and F. and Visintin and F.},
volume = {9},
series = {AIRO Springer Series},
publisher = {Springer},
pages = {277-287}}}
@InProceedings{SharMaknChenBier21,
author = {Shadi {Sharif Azadeh} and Yousef Maknoon and {Jiang Hang} Chen and Michel Bierlaire},
title = {The Impact of Collaborative Scheduling and Routing for Interconnected Logistics: A European Case Study},
year = {2021},
booktile = {Strategic Decision Making for Sustainable Management of Industrial Networks},
editor = {Jafar Rezaei},
publisher = {Springer},
address = {Switzerland},
pages = {35-56}}}
@InProceedings{BierScarNikoOyamMolyWang20,
author = {Michel Bierlaire and Riccardo Scarinci and Marija Nikolic and Yuki Oyama and Nicholas Molyneaux and Zengchao Wang},
title = {Methodologies for understanding and improving pedestrian mobility},
year = {2020},
booktile = {Handbook of Urban Mobilities},
editor = {Ole B. Jensen and Claus Lassen and Vincent Kaufmann and Malene Freudendal-Pedersen and Ida Sofie G{\o}tzsche Lange},
series = {Routledge International Handbooks},
publisher = {Routledge}}}
@InProceedings{BierBaeh2017,
author = {Michel Bierlaire and Daniel Baehler},
title = {Faut-il construire plus de routes pour limiter les embouteillages ?},
year = {2017},
booktile = {La mobilit\'e en questions},
editor = {Bierlaire M. and Kaufmann V. and R\'erat P.},
publisher = {Presses Polytechniques et Universitaires Romandes (PPUR)},
pages = {9-22}}}
@InProceedings{BierKaufRera2017,
author = {Michel Bierlaire and Vincent Kaufmann and Patrick R\'erat},
title = {Pour une approche globale, inform\'ee et interdisciplinaire de la mobilit\'e},
year = {2017},
booktile = {La mobilit\'e en questions},
editor = {Bierlaire M. and Kaufmann V. and R\'erat P.},
publisher = {Presses Polytechniques et Universitaires Romandes (PPUR)},
address = {Lausanne, Suisse},
pages = {181-184}}}
@InProceedings{BierLurk17,
author = {Michel Bierlaire and Virginie Lurkin},
title = {Introduction to Disaggregate Demand Models},
year = {2017},
booktile = {Tutorials in Operations Research
Leading Developments from INFORMS Communities},
editor = {R. Batta and J. Peng},
series = {Tutorials in Operations Research},
publisher = { Institute for Operations Research and the
Management Sciences (INFORMS)},
pages = {48-67}}}
@InProceedings{Muna2017,
author = {S\'ebastien Munaf\`o and Michel Bierlaire},
title = {La densit\'e urbaine permet-elle de favoriser une mobilit\'e plus durable ? },
year = {2017},
booktile = {La mobilit\'e en questions},
editor = {Bierlaire M. and Kaufmann V. and R\'erat P.},
publisher = {Presses Polytechniques et Universitaires Romandes (PPUR)},
pages = {124-140}}}
@InProceedings{ReratBier2017,
author = {Patrick R\'erat and Michel Bierlaire},
title = {Les d\'eplacements pendulaires font-ils partie du choix d'un lieu d'habitation ?},
year = {2017},
booktile = {La mobilit\'e en questions},
editor = {Bierlaire M. and Kaufmann V. and R\'erat P.},
publisher = {Presses Polytechniques et Universitaires Romandes (PPUR)},
address = {Lausanne, Suisse},
pages = {141-155}}}
@InProceedings{dePaBierHurtWadd15,
author = {Andr\'e {de Palma} and Michel Bierlaire and Ricardo Hurtubia and Paul Waddell},
title = {Future challenges in transport and land use modeling},
year = {2015},
booktile = {Integrated Transport and Land Use Modeling for Sustainable Cities},
editor = {Bierlaire and de Palma and Hurtubia and Waddell},
publisher = {EPFL Press},
address = {Lausanne, Switzerland},
pages = {513-530}}}
@InProceedings{FaroHurtBier15,
author = {Bilal Farooq and Ricardo Hurtubia and Michel Bierlaire},
title = {Simulation based generation of a synthetic population for Brussels},
year = {2015},
booktile = {Integrated Transport and Land Use Modeling for Sustainable Cities},
editor = {Bierlaire and de Palma and Hurtubia and Waddell},
pages = {95-112}}}
@InProceedings{FaroMuelBierAxha15,
author = {Bilal Farooq and Kirill Mueller and Michel Bierlaire and Kay Axhausen},
title = {Methodologies for synthesizing populations},
year = {2015},
booktile = {Integrated Transport and Land Use Modeling for Sustainable Cities},
editor = {Bierlaire and de Palma and Hurtubia and Waddell},
publisher = {EPFL Press},
address = {Lausanne, Switzerland},
pages = {77-94}}}
@InProceedings{HurtBier15,
author = {Ricardo Hurtubia and Michel Bierlaire},
title = {Microsimulation for land use modeling: implementation challenges},
year = {2015},
booktile = {Integrated Transport and Land Use Modeling for Sustainable Cities},
editor = {Bierlaire and de Palma and Hurtubia and Waddell},
publisher = {EPFL Press},
address = {Lausanne, Switzerland},
pages = {41-54}}}
@InProceedings{WaddDePaBierHurt15,
author = {Paul Waddell and Andr\'e {de Palma} and Michel Bierlaire and Ricardo Hurtubia},
title = {SustainCity: Overview and introduction},
year = {2015},
booktile = {Integrated Transport and Land Use Modeling for Sustainable Cities},
editor = {Bierlaire and de Palma and Hurtubia and Waddell},
publisher = {EPFL Press},
address = {Lausanne, Switzerland},
pages = {1-14}}}
@InProceedings{DanaletBierlaireFarooqPED2012,
author = {Antonin Danalet and Michel Bierlaire and Bilal Farooq},
title = {Estimating Pedestrian Destinations Using Traces from WiFi Infrastructures},
year = {2014},
booktile = {Pedestrian and Evacuation Dynamics 2012},
editor = {U. Weidmann and U. Kirsch and M. Schreckenberg},
publisher = {Springer International Publishing},
pages = {1341-1352}}}
@InProceedings{KazChenBier_IGI,
author = {Evanthia Kazagli and Jingmin Chen and Michel Bierlaire},
title = { Individual Mobility Analysis Using Smartphone Data},
year = {2014},
booktile = {Mobile Technologies for Activity-Travel Data Collection and Analysis},
editor = {Soora Rasouli and Harry Timmermans},
publisher = {IGI Global},
pages = {187-208}}}
@InProceedings{AtasSalaBier12,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {Integrated schedule planning with supply-demand interactions for a new generation of aircrafts},
year = {2012},
booktile = {Operations Research Proceedings 2011},
editor = {D. Klatte et al. },
publisher = {Springer},
pages = {495-500}}}
@InProceedings{FloeDUM2011,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Running urban microsimulations consistently with real-world data},
year = {2012},
booktile = {Digital Urban Modelling and Simulation},
editor = {S. M\"uller Arisona and G. Aschwanden and J. Halatsch},
series = {CCIS series},
publisher = {Springer},
pages = {181-199}}}
@InProceedings{OsoFloBieISTTTbook11,
author = {Carolina Osorio and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Dynamic network loading: a stochastic differentiable model that derives link state distributions},
year = {2011},
booktile = {Procedia - Social and Behavioral Sciences. Papers selected for the 19th International Symposium on Transportation and Traffic Theory},
editor = {M. Cassidy and A. Skarbadonis},
volume = {17},
series = {Procedia - Social and Behavioral Sciences},
publisher = {Elsevier},
pages = {364-381}}}
@InProceedings{AbouBenABierChouHess10,
author = {Maya Abou-Zeid and Moshe Ben-Akiva and Michel Bierlaire and Charisma Choudhury and Stephane Hess},
title = {Attitudes and Value of Time Heterogeneity},
year = {2010},
booktile = {Applied Transport Economics A Management and Policy Perspective},
editor = {Eddy Van de Voorde and Thierry Vanelslander},
publisher = {de boeck},
pages = {523-545}}}
@InProceedings{FrejBier10,
author = {Emma Frejinger and Michel Bierlaire},
title = {On Path Generation Algorithms for Route Choice Models},
year = {2010},
booktile = {Choice Modelling: The State-of-the-Art and the State-of-Practice},
editor = {S. Hess and A. Daly},
publisher = {Emerald Group Publishing Limited},
pages = {307-315}}}
@InProceedings{SorcRobiCruzBierThirAnto10,
author = {Matteo Sorci and Thomas Robin and Javier Cruz and Michel Bierlaire and Jean-Philippe Thiran and Gianluca Antonini},
title = {Capturing Human Perception of Facial Expressions by Discrete Choice Modelling},
year = {2010},
booktile = {Choice Modelling: The State-of-the-Art and the State-of-Practice},
editor = {S. Hess and A. Daly},
publisher = {Emerald Group Publishing Limited},
pages = {101-136}}}
@InProceedings{BierRobi09,
author = {Michel Bierlaire and Thomas Robin},
title = {Pedestrians Choices},
year = {2009},
booktile = {Pedestrian Behavior. Models, Data Collection and Applications},
editor = {H. Timmermans},
publisher = {Emerald Group Publishing Limited},
pages = {1-26}}}
@InProceedings{Ischia-Bier07,
author = {Michel Bierlaire},
title = {Recent methodological developments in discrete choice models},
year = {2008},
booktile = {Metodi, Modelli, e Tecnologie dell{\textquoteright}Informazione a Supporto delle Decisioni. Parte prima: metodologie},
editor = {L. D{\textquoteright}Ambra and P. Rostirolla and M. Squillante},
pages = {43-54}}}
@InProceedings{AntoBier07,
author = {Gianluca Antonini and Michel Bierlaire},
title = {A discrete choice framework for acceleration and direction change behaviors in walking pedestrians},
year = {2007},
booktile = {Pedestrian and Evacuation Dynamics 2005},
editor = {Waldau and N. and Gattermann and P. and Knoflacher and H. and Schreckenberg and M.},
publisher = {Springer},
pages = {155-166}}}
@InProceedings{BierAntoWebe07,
author = {Michel Bierlaire and Gianluca Antonini and Mats Weber},
title = {Behavioural dynamics for pedestrians},
year = {2007},
booktile = {Moving through nets: the physical and social dimensions of travel},
editor = {Axhausen and K. W.},
publisher = {Elsevier},
pages = {81-105}}}
@InProceedings{LiebBierCritHechThieStagRigh07,
author = {Thomas Liebling and Michel Bierlaire and Frank Crittin and Jean-Fran\c{c}ois H\^eche and Eric Thi\'emard and Antonio Stagno and Franco Righetti},
title = {Modeling and simulation in logistics},
year = {2007},
booktile = {Essential of logistics and management},
editor = {Perret and F.-L. and Jaffeux and C. and Fender and M. and Wieser and Ph.},
series = {Management of Technology Series},
publisher = {EPFL Press},
address = {Lausanne, Switzwerland},
pages = {283-322}}}
@InProceedings{AntoSorcBierThir06,
author = {Gianluca Antonini and Matteo Sorci and Michel Bierlaire and Jean-Philippe Thiran},
title = {Discrete Choice Models for Static Facial Expression Recognition},
year = {2006},
booktile = {Advanced Concepts for Intelligent Vision Systems},
editor = {Blanc-Talon and J. and Philips and W. and Popescu and D. and Scheunders and P.},
volume = {4179},
series = {Lecture Notes in Computer Science},
publisher = {Springer Berlin / Heidelberg},
pages = {710-721}}}
@InProceedings{BogeBierHoog06,
author = {Enide Bogers and Michel Bierlaire and Serge Hoogendoorn},
title = {Modelling learning behaviour in route choice},
year = {2006},
booktile = {TRAIL in motion - Selected papers},
editor = {H. J. van Zuylen},
publisher = {TRAIL Research School},
address = {Delft, The Netherlands},
pages = {25-39}}}
@InProceedings{Bier05,
author = {Michel Bierlaire},
title = {Capturing complex transportation behaviors with advanced random utility models},
year = {2005},
booktile = {The reliability of traveling and the robustness of transport systems},
editor = {van Zuylen and H.},
publisher = {TRAIL Research School},
pages = {23-44}}}
@InProceedings{HessBierPola05,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Capturing correlation and taste heterogeneity with Mixed GEV models},
year = {2005},
booktile = {Application of simulation methods in environmental and resource economics},
editor = {Scarpa and R. and Alberini and A.},
volume = {6},
series = {The Economics of Non-Market Goods and Resources},
publisher = {Springer},
pages = {55-76}}}
@InProceedings{HessPolaBier05,
author = {Stephane Hess and John Polak and Michel Bierlaire},
title = {Functional approximations to alternative-specific constants in time-period choice-modelling},
year = {2005},
booktile = {Transportation and Traffic Theory. Flow, Dynamics and Human Interaction},
editor = {Mahmassani and H. S.},
publisher = {Elsevier},
pages = {545-564}}}
@InProceedings{VeneAntoThirBier05,
author = {Santiago Venegas and Gianluca Antonini and Jean-Philippe Thiran and Michel Bierlaire},
title = {Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques},
year = {2005},
booktile = {Machine Learning for Multimodal Interaction},
editor = {Bengio S. and Bourlard H.},
volume = {3361},
series = {Lecture Notes in Computer Science},
publisher = {Springer},
pages = {341 - 348}}}
@InProceedings{Bier04,
author = {Michel Bierlaire},
title = {Estimation et pr\'ediction en temps-r\'eel de tables},
year = {2004},
booktile = {Mod\'elisation du trafic - Actes du Groupe de Travail 2002},
editor = {Aron and M. and Boillot and F. and Lebacque and J.-P.},
series = { Les collections de l'INRETS},
publisher = {INRETS},
pages = {31-42}}}
@InProceedings{OeuvBier04,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {A New Derivative-free Algorithm for the Medical Image Registration Problem},
year = {2004},
booktile = {Modelling, Simulation, and Optimization},
editor = {Hamza and M. H.},
publisher = {Acta Press}}}
@InProceedings{BenABier03,
author = {Moshe Ben-Akiva and Michel Bierlaire},
title = {Discrete choice models with applications to departure time and route choice},
year = {2003},
booktile = {Handbook of Transportation Science, 2nd edition},
editor = {Hall and R.},
series = {Operations Research and Management Science},
publisher = {Kluwer},
pages = {7-38}}}
@InProceedings{SpadBierLieb03,
author = {Michela Spada and Michel Bierlaire and Thomas Liebling},
title = {School bus routing and scheduling problem},
year = {2003},
booktile = {Operations Research Proceedings 2002},
editor = {Leopold-Wildburger and U. and Rendl and F. and W\"ascher and G.},
publisher = { Springer},
pages = {180-186}}}
@InProceedings{BenABierKoutMish02,
author = {Moshe Ben-Akiva and Michel Bierlaire and Haris Koutsopoulos and Rabi Mishalani},
title = {Real-time simulation of traffic demand-supply interactions within DynaMIT},
year = {2002},
booktile = {Transportation and network analysis: current trends. Miscellenea in honor of Michael Florian},
editor = {Gendreau and M. and Marcotte and P.},
publisher = {Kluwer},
pages = {19-36}}}
@InProceedings{LiebBierCritHechThieStagRigh02,
author = {Thomas Liebling and Michel Bierlaire and Frank Crittin and Jean-Fran\c{c}ois H\^eche and Eric Thi\'emard and Antonio Stagno and Franco Righetti},
title = {Modeling and simulation in logistics},
year = {2002},
booktile = {The Essentials of Logistics and Management},
editor = {Perret and F.-L. and Jaffeux and C.},
publisher = {EPFL Press},
pages = {281--324}}}
@InProceedings{SchoAxhaAntiBier02,
author = {Stefan Schoenfelder and Kay Axhausen and Nicolas Antille and Michel Bierlaire},
title = {Exploring the potentials of automatically collected GPS data for travel behaviour analysis - a Swedish data source},
year = {2002},
booktile = {GI-Technologien f\"ur Verkehr und Logistik},
editor = {M\"oltgen and J. and Wytzisk and A.},
number = {13},
series = {IfGIprints},
publisher = {Institut f\"ur Geoinformatik, Universit\"at M\"unster},
pages = {155--179}}}
@InProceedings{BenABier99,
author = {Moshe Ben-Akiva and Michel Bierlaire},
title = {Discrete choice methods and their applications to short-term travel decisions},
year = {1999},
booktile = {Handbook of Transportation Science},
editor = {Hall and R.},
series = {Operations Research and Management Science},
publisher = {Kluwer},
pages = {5-34}}}
@InProceedings{BottBenABierChabKoutYang99,
author = {Jon Bottom and Moshe Ben-Akiva and Michel Bierlaire and Ismail Chabini and Haris Koutsopoulos and Qi Yang},
title = {Investigation of route guidance generation issues by simulation with DynaMIT},
year = {1999},
booktile = {Transportation and Traffic Theory. Proceedings of the 14th International Symposium on Transportation and Traffic Theory},
editor = {Ceder and A.},
publisher = {Pergamon},
pages = {577-600}}}
@InProceedings{Bier98,
author = {Michel Bierlaire},
title = {Discrete choice models},
year = {1998},
booktile = {Operations Research and Decision Aid Methodologies in Traffic and Transportation Management},
editor = {Labb\'e and M. and Laporte and G. and Tanczos and K. and Toint and Ph.},
volume = {166},
series = {NATO ASI Series, Computer and Systems Sciences},
publisher = {Springer Verlag},
pages = {203-227}}}
@TechReport{OrteLappVaroBier2024,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Silvia Varotto and Michel Bierlaire},
title = {An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2024},
type = {Technical Report},
number = {TRANSP-OR 240101},
address = {Lausanne, Switzerland}}}
@TechReport{RicaBier24,
author = {L\'ea Ricard and Michel Bierlaire},
title = {50 years of behavioral models for transportation and logistics},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2024},
type = {Technical Report},
number = {TRANSP-OR 220408},
address = {Lausanne, Switzerland}}}
@TechReport{BierPasc24,
author = {Michel Bierlaire and Evangelos Paschalidis},
title = {Estimating MEV models with samples of alternatives},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 231225},
address = {Lausanne, Switzerland}}}
@TechReport{HaerLegaTorrLjubBier2023,
author = {Tom Haering and Robin Legault and {Fabian Alejandro} Torres and Ivana Ljubic and Michel Bierlaire},
title = {Exact Algorithms for Continuous Pricing with Advanced Discrete Choice Demand Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 231211},
address = {Lausanne, Switzerland}}}
@TechReport{Bier23,
author = {Michel Bierlaire},
title = {A short introduction to Biogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 230620},
address = {Lausanne, Switzerland}}}
@TechReport{KukicLiBierlaire2023,
author = {Marija Kukic and Xinling Li and Michel Bierlaire},
title = {Divide-and-conquer one-step simulator for the generation of synthetic households},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 230408},
address = {Lausanne, Switzerland}}}
@TechReport{OrteLappBier2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Resampling estimation of discrete choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 230330},
address = {Lausanne, Switzerland}}}
@TechReport{BierOrte23,
author = {Michel Bierlaire and Nicola Ortelli},
title = {Assisted specification with Biogeme 3.2.12},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 230816},
address = {Lausanne, Switzerland}}}
@TechReport{CortKrueBier23,
author = {Cloe {Cortes Balcells} and Rico Krueger and Michel Bierlaire},
title = {Multi-objective Optimization of Activity-Travel Policies for Epidemic Control: Balancing Health and Economic Outcomes on Socio-Economic Segments},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 221007},
address = {Lausanne, Switzerland}}}
@TechReport{RezHilBie2023,
author = {Negar Rezvany and Michel Bierlaire and Tim Hillel},
title = {Simulating intra-household interactions for in- and out-of-home
activity scheduling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{PougHillBier22,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: Optimisation-based Activity Scheduling
with Integrated Simultaneous choice dimensions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 221124},
address = {Lausanne, Switzerland}}}
@TechReport{BataPougHaerBier22,
author = {Luca Bataillard and Janody Pougala and Tom Haering and Michel Bierlaire},
title = {A comparative analysis of optimization algorithms for activity-based applications},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 220610},
address = {Lausanne, Switzerland}}}
@TechReport{VaroKrueBier22,
author = {Silvia Varotto and Rico Krueger and Michel Bierlaire},
title = {Modelling travel behaviour: A choice modelling
perspective},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 220315},
address = {Lausanne, Switzerland}}}
@TechReport{CortKrueBier22,
author = {Cloe {Cortes Balcells} and Rico Krueger and Michel Bierlaire},
title = {Disaggregate modeling and policy optimization for the Swiss SARS-CoV-2 outbreak},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 221007},
address = {Lausanne, Switzerland}}}
@TechReport{BierOrte22,
author = {Michel Bierlaire and Nicola Ortelli},
title = {Assisted specification with Biogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 220707},
address = {Lausanne, Switzerland}}}
@TechReport{ManserEtAl2021,
author = {Patrick Manser and Tom Haering and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Resolving temporal scheduling conflicts in activity-based modelling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 211209},
address = {Lausanne, Switzerland}}}
@TechReport{PachGendSharBier21,
author = {Meritxell Pacheco and Bernard Gendron and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {A Lagrangian decomposition scheme for choice-based optimization},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210827},
address = {Lausanne, Switzerland}}}
@TechReport{KrueBierDaziRashBans21,
author = {Rico Krueger and Michel Bierlaire and Ricardo Daziano and Taha Rashidi and Prateek Bansal},
title = {Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210617},
address = {Lausanne, Switzerland}}}
@TechReport{MolyBierTF21,
author = {Nicholas Molyneaux and Michel Bierlaire},
title = {Analysis and modelling of intra-hub pedestrian dynamics},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210526},
address = {Lausanne, Switzerland}}}
@TechReport{KrueBierGasoBans21,
author = {Rico Krueger and Michel Bierlaire and Thomas Gasos and Prateek Bansal},
title = {Robust discrete choice models with t-distributed kernel errors},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210518},
address = {Lausanne, Switzerland}}}
@TechReport{BierFrejHill21,
author = {Michel Bierlaire and Emma Frejinger and Tim Hillel},
title = {Dynamic choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210305},
address = {Lausanne, Switzerland}}}
@TechReport{MolyBier21,
author = {Nicholas Molyneaux and Michel Bierlaire},
title = {Controlling pedestrian flows with moving walkways},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210218},
address = {Lausanne, Switzerland}}}
@TechReport{BeinBierDocq21,
author = {Michel Beine and Michel Bierlaire and Fr\'ed\'eric Docquier},
title = {New York, Abu Dhabi, London or Stay at Home? Using a Cross-Nested Logit Model to Identify Complex Substitution Patterns in Migration},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210130},
address = {Lausanne, Switzerland}}}
@TechReport{BorLurBie2021,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {Price-based regulation of oligopolistic markets under discrete choice models of demand},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210127},
address = {Lausanne, Switzerland}}}
@TechReport{PougHillBier21,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Capturing trade-offs between daily scheduling choices},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210101},
address = {Lausanne, Switzerland}}}
@TechReport{RezHilBie2021,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated models of transport and energy demand: A literature review and framework},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{BierKrue20,
author = {Michel Bierlaire and Rico Krueger},
title = {Sampling and discrete choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2020},
type = {Technical Report},
number = {TRANSP-OR 201109},
address = {Lausanne, Switzerland}}}
@TechReport{OrtHilPerLapBie2020,
author = {Nicola Ortelli and Tim Hillel and Francisco Pereira and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Assisted Specification of Discrete Choice Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2020},
type = {Technical Report},
number = {TRANSP-OR 200708},
address = {Lausanne, Switzerland}}}
@TechReport{Bier20,
author = {Michel Bierlaire},
title = {A short introduction to PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2020},
type = {Technical Report},
number = {TRANSP-OR 200605},
address = {Lausanne, Switzerland}}}
@TechReport{KrueBansBierDaziRash20,
author = {Rico Krueger and Prateek Bansal and Michel Bierlaire and Ricardo Daziano and Taha Rashidi},
title = {Variational bayesian inference for mixed logit models with unobserved inter-and intra-individual heterogeneity},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2020},
type = {Technical Report},
number = {arXiv:1905.00419},
address = {Lausanne, Switzerland}}}
@TechReport{Bier19,
author = {Michel Bierlaire},
title = {Monte-Carlo integration with PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2019},
type = {Technical Report},
number = {TRANSP-OR 191231},
address = {Lausanne, Switzerland}}}
@TechReport{LedLurHilBie19,
author = {Gael Lederrey and Virginie Lurkin and Tim Hillel and Michel Bierlaire},
title = {Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2019},
type = {Technical Report},
number = {TRANSP-OR 191213},
address = {Lausanne, Switzerland}}}
@TechReport{BorLurBie2019,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {A disaggregate choice-based approach to find epsilon-equilibria of oligopolistic markets},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2019},
type = {Technical Report},
number = {TRANSP-OR 191107},
address = {Lausanne, Switzerland}}}
@TechReport{MolyScarBier19,
author = {Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {Design and analysis of control strategies for pedestrian flows},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2019},
type = {Technical Report},
number = {TRANSP-OR 191031},
address = {Lausanne, Switzerland}}}
@TechReport{MuelGuerObreBier19,
author = {Florian Mueller and Markus Guerster and Nikola Obrenovic and Michel Bierlaire},
title = {Can regional railway become emission-free with recently announced vehicles? - A case study of Bavaria},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2019},
type = {Technical Report},
number = {TRANSP-OR 191028},
address = {Lausanne, Switzerland}}}
@TechReport{HillelBierlaireJinReview2019,
author = {Tim Hillel and Michel Bierlaire and Ying Jin},
title = {A systematic review of machine learning methodologies for modelling passenger mode choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2019},
type = {Technical Report},
number = {TRANSP-OR 191025},
address = {Lausanne, Switzerland}}}
@TechReport{BansKrueBierDaziRash19,
author = {Prateek Bansal and Rico Krueger and Michel Bierlaire and Ricardo Daziano and Taha Rashidi},
title = {Bayesian estimation of mixed multinomial
logit models: Advances and simulation-based evaluations.},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2019},
type = {Technical Report},
number = {arXiv:1904.03647},
address = {Lausanne, Switzerland}}}
@TechReport{Bier18b,
author = {Michel Bierlaire},
title = {Estimating choice models with latent variables with PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2018},
type = {Technical Report},
number = {TRANSP-OR 181227},
address = {Lausanne, Switzerland}}}
@TechReport{Bier18a,
author = {Michel Bierlaire},
title = {Calculating indicators with PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2018},
type = {Technical Report},
number = {TRANSP-OR 181223},
address = {Lausanne, Switzerland}}}
@TechReport{Bier18,
author = {Michel Bierlaire},
title = {PandasBiogeme: a short introduction},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2018},
type = {Technical Report},
number = {TRANSP-OR 181219},
address = {Lausanne, Switzerland}}}
@TechReport{ScaZanBie_myTOSA_2018,
author = {Riccardo Scarinci and Alessandro Zanarini and Michel Bierlaire},
title = {Electrification of urban mobility: the case of catenary-free buses},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2018},
type = {Technical Report},
number = {TRANSP-OR 181030},
address = {Lausanne, Switzerland}}}
@TechReport{XiaDaiPolaBier18,
author = {Jingyuan Xia and Wei Dai and John Polak and Michel Bierlaire},
title = {Dimension reduction for origin-destination flow estimation: blind estimation made possible},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2018},
type = {Technical Report},
number = {1810.06077},
address = {Lausanne, Switzerland}}}
@TechReport{Markov_TechreportUnified,
author = {Iliya Markov and Michel Bierlaire and Jean-Fran\c{c}ois Cordeau and Yousef Maknoon and Sacha Varone},
title = {A unified framework for rich routing problems with stochastic demands},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2017},
type = {Technical Report},
number = {TRANSP-OR 171025},
address = {Lausanne, Switzerland}}}
@TechReport{PacShaBieGen2017,
author = {Meritxell Pacheco and Shadi {Sharif Azadeh} and Michel Bierlaire and Bernard Gendron},
title = {Integrating advanced discrete choice models in mixed integer linear optimization},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2017},
type = {Technical Report},
number = {TRANSP-OR 170714},
address = {Lausanne, Switzerland}}}
@TechReport{KazBierDeLap2017,
author = {Evanthia Kazagli and Michel Bierlaire and Matthieu {de Lapparent}},
title = {Operational route choice methodologies for practical applications},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2017},
type = {Technical Report},
number = {TRANSP-OR 170526},
address = {Lausanne, Switzerland}}}
@TechReport{BieLur2017,
author = {Michel Bierlaire and Virginie Lurkin},
title = {Introduction to disaggregate demand models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2017},
type = {Technical Report},
number = {TRANSP-OR 170508},
address = {Lausanne, Switzerland}}}
@TechReport{BinMakBier2017,
author = {Stefan Binder and Yousef Maknoon and Michel Bierlaire},
title = {Introducing exogenous priority rules for the capacitated passenger assignment problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2017},
type = {Technical Report},
number = {TRANSP-OR 170209},
address = {Lausanne, Switzerland}}}
@TechReport{ScaMarBie_AMWopt_2017,
author = {Riccardo Scarinci and Iliya Markov and Michel Bierlaire},
title = {Network design of a transport system based on accelerating moving walkways},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2017},
type = {Technical Report},
number = {TRANSP-OR 170123},
address = {Lausanne, Switzerland}}}
@TechReport{NikBieLapSca_MCVK_2017,
author = {Marija Nikolic and Michel Bierlaire and Matthieu {de Lapparent} and Riccardo Scarinci},
title = {Multi-class speed-density relationship for pedestrian traffic},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2017},
type = {Technical Report},
number = {TRANSP-OR 170115},
address = {Lausanne, Switzerland}}}
@TechReport{FerLapBie16,
author = {Anna Fernandez-Antolin and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Modeling purchases of new cars: an analysis of the 2014 French market},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 161130},
address = {Lausanne, Switzerland}}}
@TechReport{RobAzaMakLapBier16,
author = {Tom\'a\v{s} Robenek and Shadi {Sharif Azadeh} and Yousef Maknoon and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Train Timetable Design Under Elastic Passenger Demand},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160923},
address = {Lausanne, Switzerland}}}
@TechReport{Markov_TechreportWP5,
author = {Iliya Markov and Michel Bierlaire and Jean-Fran\c{c}ois Cordeau and Yousef Maknoon and Sacha Varone},
title = {Inventory routing with non-stationary stochastic demands},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160825},
address = {Lausanne, Switzerland}}}
@TechReport{NikBie_3DVoronoi_2016,
author = {Marija Nikolic and Michel Bierlaire},
title = {Data-driven characterization of pedestrian flows},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160815},
address = {Lausanne, Switzerland}}}
@TechReport{ScaBahOurBie_AMWpolicy_2016,
author = {Riccardo Scarinci and Farzaneh Bahrami and Andr\'e Ourednik and Michel Bierlaire},
title = {An exploration of moving walkways as a transport system in urban centers},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160810},
address = {Lausanne, Switzerland}}}
@TechReport{MakBI,
author = {Yousef Maknoon and Michel Bierlaire},
title = {A passenger-centric approach to enhance
railway services},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160805},
address = {Lausanne, Switzerland}}}
@TechReport{Bier16a,
author = {Michel Bierlaire},
title = {PythonBiogeme: a short introduction},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160706},
address = {Lausanne, Switzerland}}}
@TechReport{BinMakBier2016,
author = {Stefan Binder and Yousef Maknoon and Michel Bierlaire},
title = {The multi-objective railway timetable rescheduling problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160530},
address = {Lausanne, Switzerland}}}
@TechReport{RobeAzaMakBier16,
author = {Tom\'a\v{s} Robenek and Shadi {Sharif Azadeh} and Yousef Maknoon and Michel Bierlaire},
title = {Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160510},
address = {Lausanne, Switzerland}}}
@TechReport{FerGueLapBie16,
author = {Anna Fernandez-Antolin and Angelo Guevara-Cue and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Correcting for endogeneity using the multiple indicator solution},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160405},
address = {Lausanne, Switzerland}}}
@TechReport{ScaRasBie_SolarDecathlon_2016,
author = {Riccardo Scarinci and Frederic Rast and Michel Bierlaire},
title = {Evaluation of the energy consumption in different mobility scenarios to meet the goal of a 2000-watt society},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 130916},
address = {Lausanne, Switzerland}}}
@TechReport{BierShar16,
author = {Michel Bierlaire and Shadi {Sharif Azadeh}},
title = {Demand-based discrete optimization},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2016},
type = {Technical Report},
number = {TRANSP-OR 160209},
address = {Lausanne, Switzerland}}}
@TechReport{DaTideLaBi15,
author = {Antonin Danalet and Lo{\"\i}c Tinguely and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Location choice with longitudinal WiFi data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 151110},
address = {Lausanne, Switzerland}}}
@TechReport{Bier15b,
author = {Michel Bierlaire},
title = {BisonBiogeme: syntax of the modeling language},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 151102},
address = {Lausanne, Switzerland}}}
@TechReport{HaLaBiLeNi_2015,
author = {Flurin H\"anseler and William Lam and Michel Bierlaire and Gael Lederrey and Marija Nikolic},
title = {A dynamic network loading model for anisotropic and congested pedestrian flows},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 151026},
address = {Lausanne, Switzerland}}}
@TechReport{HaBiSc_2015,
author = {Flurin H\"anseler and Michel Bierlaire and Riccardo Scarinci},
title = {Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 151008},
address = {Lausanne, Switzerland}}}
@TechReport{RobMakAzaChenBier15,
author = {Tom\'a\v{s} Robenek and Yousef Maknoon and Shadi {Sharif Azadeh} and {Jiang Hang} Chen and Michel Bierlaire},
title = {Passenger Centric Train Timetabling Problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150917},
address = {Lausanne, Switzerland}}}
@TechReport{MakShaBi,
author = {Yousef Maknoon and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {Trajectory planning for small aircrafts},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150901},
address = {Lausanne, Switzerland}}}
@TechReport{KazBierFloe_2015,
author = {Evanthia Kazagli and Michel Bierlaire and Gunnar Fl\"otter\"od},
title = {Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150824},
address = {Lausanne, Switzerland}}}
@TechReport{Bier15a,
author = {Michel Bierlaire},
title = {BisonBiogeme: estimating a first model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150720},
address = {Lausanne, Switzerland}}}
@TechReport{HaMoBi_PedDemEstRevised2015,
author = {Flurin H\"anseler and Nicholas Molyneaux and Michel Bierlaire},
title = {Estimation of pedestrian origin-destination demand in train stations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150703},
address = {Lausanne, Switzerland}}}
@TechReport{NikBieFar_PedMixFD_2015,
author = {Marija Nikolic and Michel Bierlaire and Bilal Farooq},
title = {Probabilistic speed-density relationship for pedestrian traffic: a data-driven approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150411},
address = {Lausanne, Switzerland}}}
@TechReport{MarVarBier2015,
author = {Iliya Markov and Sacha Varone and Michel Bierlaire},
title = {The waste collection VRP with intermediate facilities, a heterogeneous fixed fleet and a flexible assignment of origin and destination depot},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150212},
address = {Lausanne, Switzerland}}}
@TechReport{HaMoBi_PedDemEst2015,
author = {Flurin H\"anseler and Nicholas Molyneaux and Michel Bierlaire},
title = {Schedule-based estimation of pedestrian origin-destination demand in railway stations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150108},
address = {Lausanne, Switzerland}}}
@TechReport{Bier15,
author = {Michel Bierlaire},
title = {Monte-Carlo integration with PythonBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2015},
type = {Technical Report},
number = {TRANSP-OR 150806},
address = {Lausanne, Switzerland}}}
@TechReport{MoreBierMare14,
author = {Stefano Moret and Michel Bierlaire and Fran\c{c}ois Mar\'echal},
title = {Robust Optimization for Strategic Energy Planning},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2014},
type = {Technical Report},
number = {TRANSP-OR 141115},
address = {Lausanne, Switzerland}}}
@TechReport{Bier14,
author = {Michel Bierlaire},
title = {Simulation and optimization in transportation: a short review},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2014},
type = {Technical Report},
number = {TRANSP-OR 141113},
address = {Lausanne, Switzerland}}}
@TechReport{GleBie_2014,
author = {Aur\'elie Glerum and Michel Bierlaire},
title = {Capturing response behavior heterogeneity in the quantification of semi-open questions: a mixed discrete-continuous approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2014},
type = {Technical Report},
number = {TRANSP-OR 140305},
address = {Lausanne, Switzerland}}}
@TechReport{LaiBier14,
author = {Xinjun Lai and Michel Bierlaire},
title = {Specification of the cross nested logit model with sampling of alternatives for route choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2014},
type = {Technical Report},
number = {TRANSP-OR 140602},
address = {Lausanne, Switzerland}}}
@TechReport{PedCTM_2013,
author = {Flurin H\"anseler and Michel Bierlaire and Bilal Farooq and Thomas M\"uhlematter},
title = {An aggregate model for transient and multi-directional pedestrian flows in public walking areas},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 131219},
address = {Lausanne, Switzerland}}}
@TechReport{NitEraBier2013,
author = {Nitish Umang and Alan Erera and Michel Bierlaire},
title = {The robust single machine scheduling problem with uncertain release and processing times},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 131029},
address = {Lausanne, Switzerland}}}
@TechReport{Danaletetal_WiFi,
author = {Antonin Danalet and Bilal Farooq and Michel Bierlaire},
title = {A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 131002},
address = {Lausanne, Switzerland}}}
@TechReport{PedFluxMidTerm,
author = {Flurin H\"anseler and Nicholas Molyneaux and Micha\"el Th\'emans and Michel Bierlaire},
title = {Pedestrian strategies within railway stations: Analysis and modeling of pedestrian flows (PedFlux Mid-Term Report)},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 130920},
address = {Lausanne, Switzerland}}}
@TechReport{HuNgGlBi_2013,
author = {Ricardo Hurtubia and {My Hang} Nguyen and Aur\'elie Glerum and Michel Bierlaire},
title = {Integrating psychometric indicators in latent class choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 130423},
address = {Lausanne, Switzerland}}}
@TechReport{AtaSalBier_2013,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {A local search heuristic for a mixed integer nonlinear integrated airline schedule planning problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 130402},
address = {Lausanne, Switzerland}}}
@TechReport{NitBierEra2013,
author = {Nitish Umang and Michel Bierlaire and Alan Erera},
title = {Real-time management of berth allocation with stochastic arrival and handling times},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 130215},
address = {Lausanne, Switzerland}}}
@TechReport{FaroBierHurtFloe_PopSyn2013,
author = {Bilal Farooq and Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {Simulation based Synthesis of Population},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2013},
type = {Technical Report},
number = {TRANSP-OR 130125},
address = {Lausanne, Switzerland}}}
@TechReport{TomNitBierStef12,
author = {Tom\'a\v{s} Robenek and Nitish Umang and Michel Bierlaire and Stefan Ropke},
title = {A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 121030},
address = {Lausanne, Switzerland}}}
@TechReport{LEMAN2030,
author = {Flurin H\"anseler and Sohrab Sahaleh and Bilal Farooq and Sonia Lavadinho and Micha\"el Th\'emans and Michel Bierlaire},
title = {Final report on the modeling part of the ''Flux pietons Gare de Lausanne'' project within the framework of ''Leman 2030''},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120801},
address = {Lausanne, Switzerland}}}
@TechReport{YthiWalkBier12,
author = {Jeanne Ythier and Joan Walker and Michel Bierlaire},
title = {The role of the social network and the usage of communication in travel behavior measured with Smartphone data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120801},
address = {Lausanne, Switzerland}}}
@TechReport{AtaSalBierLeo_2012,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire and Claudio Leonardi},
title = {Impact analysis of a flexible air transportation system},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120717},
address = {Lausanne, Switzerland}}}
@TechReport{ChenBier12,
author = {Jingmin Chen and Michel Bierlaire},
title = {Probabilistic multimodal map-matching with rich smartphone data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120618},
address = {Lausanne, Switzerland}}}
@TechReport{AtaSalBier_2012,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {An integrated airline scheduling, fleeting and pricing model for a monopolized market},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120501},
address = {Lausanne, Switzerland}}}
@TechReport{AtaBier_2012,
author = {Bilge Atasoy and Michel Bierlaire},
title = {An air itinerary choice model based on a mixed RP/SP dataset},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120426},
address = {Lausanne, Switzerland}}}
@TechReport{GleAtaBie_2012,
author = {Aur\'elie Glerum and Bilge Atasoy and Michel Bierlaire},
title = {Using semi-open questions to integrate perceptions in choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120325},
address = {Lausanne, Switzerland}}}
@TechReport{KumarBier12,
author = {Prem Kumar and Michel Bierlaire},
title = {Multi-Objective Airport Gate Assignment Problem in Planning and Operations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120321},
address = {Lausanne, Switzerland}}}
@TechReport{GleStaTheBie_2012,
author = {Aur\'elie Glerum and Lidija Stankovikj and Micha\"el Th\'emans and Michel Bierlaire},
title = {Forecasting the demand for electric vehicles: accounting for attitudes and perceptions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120217},
address = {Lausanne, Switzerland}}}
@TechReport{HurtBier2012,
author = {Ricardo Hurtubia and Michel Bierlaire},
title = {Estimation of bid functions for location choice and price modeling with a latent variable approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120206},
address = {Lausanne, Switzerland}}}
@TechReport{NitBierVac12,
author = {Nitish Umang and Michel Bierlaire and Ilaria Vacca},
title = {Exact and heuristic methods to solve the berth allocation problem in bulk ports},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120116},
address = {Lausanne, Switzerland}}}
@TechReport{CruzBierThir11,
author = {Javier Cruz and Michel Bierlaire and Jean-Philippe Thiran},
title = {Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
number = {TRANSP-OR 111027},
address = {Lausanne, Switzerland}}}
@TechReport{KumarBier11,
author = {Prem Kumar and Michel Bierlaire},
title = {Optimizing Fueling Decisions for Locomotives in Railroad Networks},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
number = {TRANSP-OR 111006},
address = {Lausanne, Switzerland}}}
@TechReport{AtaSalLeoBier_2011,
author = {Bilge Atasoy and Matteo Salani and Claudio Leonardi and Michel Bierlaire},
title = {Clip-Air, a flexible air transportation system},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
number = {TRANSP-OR 110929},
address = {Lausanne, Switzerland}}}
@TechReport{FloeBier11,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Metropolis-Hastings sampling of paths},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
number = {TRANSP-OR 110606},
address = {Lausanne, Switzerland}}}
@TechReport{AtaGlerBier_2011,
author = {Bilge Atasoy and Aur\'elie Glerum and Michel Bierlaire},
title = {Attitudes towards mode choice in Switzerland},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
number = {TRANSP-OR 110502},
address = {Lausanne, Switzerland}}}
@TechReport{VaccSalaBier2011,
author = {Ilaria Vacca and Matteo Salani and Michel Bierlaire},
title = {An exact algorithm for the integrated planning of berth allocation and quay crane assignment},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
number = {TRANSP-OR 110323},
address = {Lausanne, Switzerland}}}
@TechReport{RobiBier11,
author = {Thomas Robin and Michel Bierlaire},
title = {Modeling the behavior of investors},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{osorBier10_so,
author = {Carolina Osorio and Michel Bierlaire},
title = {A simulation-based optimization framework for urban traffic control},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 101203},
address = {Lausanne, Switzerland}}}
@TechReport{SalaVaccBier2010,
author = {Matteo Salani and Ilaria Vacca and Michel Bierlaire},
title = {Two-stage column generation},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 101130},
address = {Lausanne, Switzerland}}}
@TechReport{BierChenNewm10,
author = {Michel Bierlaire and Jingmin Chen and Jeffrey Newman},
title = {Modeling Route Choice Behavior From Smartphone GPS data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 101016},
address = {Lausanne, Switzerland}}}
@TechReport{FloeBier10,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {A framework for the data-consistent deployment of urban microsimulations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100904},
address = {Lausanne, Switzerland}}}
@TechReport{OsorFloeBier10,
author = {Carolina Osorio and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Dynamic network loading: a differentiable model that derives link state distributions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100815},
address = {Lausanne, Switzerland}}}
@TechReport{FosgMcFaBier10,
author = {Mogens Fosgerau and Dan McFadden and Michel Bierlaire},
title = {Choice probability generating functions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100605},
address = {Lausanne, Switzerland}}}
@TechReport{RobiBierCruz_DynFacExpRec_10,
author = {Thomas Robin and Michel Bierlaire and Javier Cruz},
title = {Dynamic facial expression recognition with a discrete choice model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100423},
address = {Lausanne, Switzerland}}}
@TechReport{osorBier10_bioQg,
author = {Carolina Osorio and Michel Bierlaire},
title = {A tractable analytical model for large-scale congested protein synthesis networks},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100420},
address = {Lausanne, Switzerland}}}
@TechReport{sustaincity_WP2_7,
author = {Ricardo Hurtubia and Olivier Gallay and Michel Bierlaire},
title = {Attributes of Households, Locations and Real-Estate Markets for Land Use Modeling (SustainCity deliverable)},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100419},
address = {Lausanne, Switzerland}}}
@TechReport{NEMSMB_2010,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Robust and Recoverable Maintenance Routing Schedules},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100115},
address = {Lausanne, Switzerland}}}
@TechReport{FloeBierNage10,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire and Kai Nagel},
title = {Bayesian demand calibration for dynamic traffic simulations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2010},
type = {Technical Report},
number = {TRANSP-OR 100105},
address = {Lausanne, Switzerland}}}
@TechReport{osorBier09,
author = {Carolina Osorio and Michel Bierlaire},
title = {A surrogate model for traffic optimization of congested networks: an analytic queueing network approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 090825},
address = {Lausanne, Switzerland}}}
@TechReport{SorcRobiCruzBierThir09,
author = {Matteo Sorci and Thomas Robin and Javier Cruz and Michel Bierlaire and Jean-Philippe Thiran},
title = {Modelling human perception of facial expressions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 090706},
address = {Lausanne, Switzerland}}}
@TechReport{BierHurFlo09,
author = {Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 090518},
address = {Lausanne, Switzerland}}}
@TechReport{CruzBogdPaquBierThir09,
author = {Javier Cruz and Iva Bogdanova and Beno{\^\i}t Paquier and Michel Bierlaire and Jean-Philippe Thiran},
title = {Scale Invariant Feature Transform on the Sphere: Theory and Applications},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 090426},
address = {Lausanne, Switzerland}}}
@TechReport{AlahVandBierKunt09,
author = {Alexandre Alahi and Pierre Vandergheynst and Michel Bierlaire and Murat Kunt},
title = {A Master-Slave Approach to Detect and Match Objects Across Several Uncalibrated Moving Cameras},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 090309},
address = {Lausanne, Switzerland}}}
@TechReport{BierRobi09,
author = {Michel Bierlaire and Thomas Robin},
title = {Pedestrians choices},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 090303},
address = {Lausanne, Switzerland}}}
@TechReport{EggeSalaBier08_ARP,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Constraint-Specific Recovery Networks for Solving Airline Recovery Problems},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 081001},
address = {Lausanne, Switzerland}}}
@TechReport{EggeSalaBier08_UFO,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2009},
type = {Technical Report},
number = {TRANSP-OR 080829},
address = {Lausanne, Switzerland}}}
@TechReport{FloeBierNage08,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire and Kai Nagel},
title = {Bayesian calibration of dynamic traffic simulations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2008},
type = {Technical Report},
number = {TRANSP-OR 081028},
address = {Lausanne, Switzerland}}}
@TechReport{OsorBier08,
author = {Carolina Osorio and Michel Bierlaire},
title = {Accounting for congestion and spillbacks in fixed-time traffic signal optimization: an analytical queueing model approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2008},
type = {Technical Report},
number = {TRANSP-OR 081026},
address = {Lausanne, Switzerland}}}
@TechReport{AlahBierKunt08,
author = {Alexandre Alahi and Michel Bierlaire and Murat Kunt},
title = {Combination of Fixed and Mobile Cameras for Automatic Pedestrian Detection},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2008},
type = {Technical Report},
number = {TRANSP-OR 081005},
address = {Lausanne, Switzerland}}}
@TechReport{PattBier2008,
author = {Zachary Patterson and Michel Bierlaire},
title = {Development of Prototype UrbanSim Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2008},
type = {Technical Report},
number = {TRANSP-OR 080814},
address = {Lausanne, Switzerland}}}
@TechReport{CruzBierThir08,
author = {Javier Cruz and Michel Bierlaire and Jean-Philippe Thiran},
title = {Multiple-View Scenes: Reconstruction and Virtual Views},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2008},
type = {Technical Report},
number = {TRANSP-OR 080710},
address = {Lausanne, Switzerland}}}
@TechReport{VaccBierSala2007rev,
author = {Ilaria Vacca and Michel Bierlaire and Matteo Salani},
title = {Optimization at Container Terminals: Status, Trends and Perspectives (revised version)},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2008},
type = {Technical Report},
number = {TRANSP-OR 080528},
address = {Lausanne, Switzerland}}}
@TechReport{VaccBierSala07,
author = {Ilaria Vacca and Michel Bierlaire and Matteo Salani},
title = {Optimization at Container Terminals: Status, Trends and Perspectives},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 071204},
address = {Lausanne, Switzerland}}}
@TechReport{FrejBier07,
author = {Emma Frejinger and Michel Bierlaire},
title = {Sampling of Alternatives for Route Choice Modeling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 071121},
address = {Lausanne, Switzerland}}}
@TechReport{RobiAntoBierCruz07,
author = {Thomas Robin and Gianluca Antonini and Michel Bierlaire and Javier Cruz},
title = {Specification, estimation and validation of a pedestrian walking behavior model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 071116},
address = {Lausanne, Switzerland}}}
@TechReport{AntoBierSchnRobi07,
author = {Gianluca Antonini and Michel Bierlaire and Sabina Schneider and Thomas Robin},
title = {Specification, estimation and validation of a pedestrian walking behavior model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070727},
address = {Lausanne, Switzerland}}}
@TechReport{FosgBier07-mult,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Circumventing the problem of the scale: discrete choice models with multiplicative error terms},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070703},
address = {Lausanne, Switzerland}}}
@TechReport{OsorioBierlaire07,
author = {Carolina Osorio and Michel Bierlaire},
title = {An analytic finite capacity queueing network model capturing blocking, congestion and spillbacks},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070604},
address = {Lausanne, Switzerland}}}
@TechReport{BierLuca07,
author = {Michel Bierlaire and Antonio Lucadamo},
title = {Sampling of alternatives using multidimensional analysis},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070522},
address = {Lausanne, Switzerland}}}
@TechReport{BierThemZuff07-global,
author = {Michel Bierlaire and Micha\"el Th\'emans and Nicolas Zufferey},
title = {A heuristic for nonlinear global optimization},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070430},
address = {Lausanne, Switzerland}}}
@TechReport{Bier07-procida,
author = {Michel Bierlaire},
title = {Recent methodological developments in discrete choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070415},
address = {Lausanne, Switzerland}}}
@TechReport{BierFrej07,
author = {Michel Bierlaire and Emma Frejinger},
title = {Route choice modeling with network-free data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070214},
address = {Lausanne, Switzerland}}}
@TechReport{BierFrej07note,
author = {Michel Bierlaire and Emma Frejinger},
title = {Technical note: A Stochastic Choice Set Generation Algorithm},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2007},
type = {Technical Report},
number = {TRANSP-OR 070213},
address = {Lausanne, Switzerland}}}
@TechReport{BierThem06,
author = {Michel Bierlaire and Micha\"el Th\'emans},
title = {Dealing with singularities in nonlinear unconstrained optimization},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {TRANSP-OR 061207},
address = {Lausanne, Switzerland}}}
@TechReport{HessBierPola06,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {A systematic comparison of continuous and discrete mixture models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {TRANSP-OR 061117},
address = {Lausanne, Switzerland}}}
@TechReport{FosgBier06-mult,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Discrete choice models with multiplicative error terms},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {TRANSP-OR 060831},
address = {Lausanne, Switzerland}}}
@TechReport{BierBoldMcFa06,
author = {Michel Bierlaire and Denis Bolduc and Dan McFadden},
title = {The estimation of Generalized Extreme Value models from choice-based samples},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {TRANSP-OR 060810},
address = {Lausanne, Switzerland}}}
@TechReport{FosgBier06,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {A practical test for the choice of mixing distribution in discrete choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {RO 060315},
address = {Lausanne, Switzerland}}}
@TechReport{BierThemAxha06,
author = {Michel Bierlaire and Micha\"el Th\'emans and Kay Axhausen},
title = {Analysis of driver's response to real-time information in Switzerland},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {GR-BIE-REPORT-2006-002},
address = {Lausanne, Switzerland}}}
@TechReport{FrejBier06,
author = {Emma Frejinger and Michel Bierlaire},
title = {Capturing correlation in large-scale route choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {GR-BIE-REPORT-2006-002},
address = {Lausanne, Switzerland}}}
@TechReport{BierCritThem06,
author = {Michel Bierlaire and Frank Crittin and Micha\"el Th\'emans},
title = {A multi-iterate method to solve systems of nonlinear equations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
number = {GR-BIE-REPORT-2006-001},
address = {Lausanne, Switzerland}}}
@TechReport{VRTICETAL06,
author = {Milenko Vrtic and Nadine Schuessler and Alexander Erath and Kay Axhausen and Emma Frejinger and Jelena Stojanovic and Michel Bierlaire and Roman Rudel and Rico Maggi},
title = {Including travelling costs in the modelling of mobility behaviour},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2006},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{AbbeBierTole05,
author = {Emmanuel Abbe and Michel Bierlaire and Tomer Toledo},
title = {Normalization and correlation of cross-nested logit models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2005},
type = {Technical Report},
number = {RO-050912},
address = {Lausanne, Switzerland}}}
@TechReport{AntoBier05,
author = {Gianluca Antonini and Michel Bierlaire},
title = {Capturing interactions in pedestrian walking behavior in a discrete choice framework},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2005},
type = {Technical Report},
number = {GR-BIE-REPORT-2005-001},
address = {Lausanne, Switzerland}}}
@TechReport{OeuvBier04a,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {Performance evaluation of BOOSTERS},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO-2004.1207},
address = {Lausanne, Switzerland}}}
@TechReport{AntoBierWebe04,
author = {Gianluca Antonini and Michel Bierlaire and Mats Weber},
title = {Discrete choice models of pedestrian behavior},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO-040916},
address = {Lausanne, Switzerland}}}
@TechReport{HessBierPola04,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Estimation of value-of-time using Mixed Logit models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO-040528},
address = {Lausanne, Switzerland}}}
@TechReport{Bier04,
author = {Michel Bierlaire},
title = {Estimation et pr\'ediction en temps-r\'eel de tables origine-destination},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO-040504},
address = {Lausanne, Switzerland}}}
@TechReport{BierCrit04a,
author = {Michel Bierlaire and Frank Crittin},
title = {A class of multi-iterate methods to solve systems of nonlinear equations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO-040319},
address = {Lausanne, Switzerland}}}
@TechReport{OeuvBier04b,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {BOOSTERS: A Derivative-Free Algorithm Based on Radial Basis Functions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO 2004.1124},
address = {Lausanne, Switzerland}}}
@TechReport{OeuvBier04c,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {A New Derivative-free Algorithm for the Medical Image Registration Problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO 2004.0731},
address = {Lausanne, Switzerland}}}
@TechReport{DivoVandBier04,
author = {Oscar {Divorra Escoda} and Pierre Vandergheynst and Michel Bierlaire},
title = {Video Representation Using Greedy Approximations Over Redundant Parametric Dictionaries},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO 2004 0919},
address = {Lausanne, Switzerland}}}
@TechReport{AntoVeneThirBier04,
author = {Gianluca Antonini and Santiago Venegas and Jean-Philippe Thiran and Michel Bierlaire},
title = {A discrete choice pedestrian behavior for pedestrian detection in visual tracking systems},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO 2004 09 09},
address = {Lausanne, Switzerland}}}
@TechReport{SpadBierLieb04,
author = {Michela Spada and Michel Bierlaire and Thomas Liebling},
title = {Decision-aid Methodology for the School Bus Routing and Scheduling Problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {RO 2004 05 03, Revised version},
address = {Lausanne, Switzerland}}}
@TechReport{bierthem04Ofrou,
author = {Michel Bierlaire and Micha\"el Th\'emans and Kay Axhausen and Paul Widmer and Thomas Buhl and Farshid Assef-Vaziri},
title = {D\'eveloppement de mod\`eles suisses pour la pr\'ediction de la demande en transport pour des applications en temps r\'eel},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2004},
type = {Technical Report},
number = {OFROU VSS 1135 november 2004},
address = {Lausanne, Switzerland}}}
@TechReport{DalyBier03,
author = {Andrew Daly and Michel Bierlaire},
title = {A general and operational representation of GEV models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2003},
type = {Technical Report},
number = {RO-030502},
address = {Lausanne, Switzerland}}}
@TechReport{BierCrit03,
author = {Michel Bierlaire and Frank Crittin},
title = {Solving large scale systems of nonlinear equations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2003},
type = {Technical Report},
number = {RO 2003.08.04},
address = {Lausanne, Switzerland}}}
@TechReport{BierBoldMcFa03,
author = {Michel Bierlaire and Denis Bolduc and Dan McFadden},
title = {Characterisctic of generalized extreme value distributions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2003},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{OeuvBier02,
author = {Rodrigue Oeuvray and Michel Bierlaire},
title = {On the differentiability of the MI estimator},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2002},
type = {Technical Report},
number = {RO-020403},
address = {Lausanne, Switzerland}}}
@TechReport{BierCrit02,
author = {Michel Bierlaire and Frank Crittin},
title = {A generalization of secant methods for solving nonlinear systems of equations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2002},
type = {Technical Report},
number = {RO 2002.0120},
address = {Lausanne, Switzerland}}}
@TechReport{BierTordBaum02,
author = {Michel Bierlaire and Alexandre Torday and Daniel Baumann},
title = {PAPABILES; Phase II: 3\`eme voie et contr\^ole d'acc\`es},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2002},
type = {Technical Report},
number = {RO 2002.0101},
address = {Lausanne, Switzerland}}}
@TechReport{SpadBierLieb02,
author = {Michela Spada and Michel Bierlaire and Thomas Liebling},
title = {Decision-aid Methodology for the school Bus Routing and Scheduling Problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2002},
type = {Technical Report},
number = {RO 2002 0819},
address = {Lausanne, Switzerland}}}
@TechReport{AntoVeneBierThir02,
author = {Gianluca Antonini and Santiago Venegas and Michel Bierlaire and Jean-Philippe Thiran},
title = {Behavioral Filtering of Human Trajectories for Automatic-Multi-Track Initiation},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2002},
type = {Technical Report},
number = {ITS-03-04},
address = {Lausanne, Switzerland}}}
@TechReport{SchoAxhaAntiBier02,
author = {Stefan Schoenfelder and Kay Axhausen and Nicolas Antille and Michel Bierlaire},
title = {Exploring the potentials of automatically colected GPS data for travel Behaviour analysis: A Swedish data source},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2002},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{Bier01,
author = {Michel Bierlaire},
title = {A theoretical analysis of the cross-nested logit model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2001},
type = {Technical Report},
number = {RO 2001.1218},
address = {Lausanne, Switzerland}}}
@TechReport{BierCrit01,
author = {Michel Bierlaire and Frank Crittin},
title = {An efficient algorithm for real-time estimation and prediction of dynamic OD tables},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2001},
type = {Technical Report},
number = {RO 2001.0808},
address = {Lausanne, Switzerland}}}
@TechReport{BenvHalaHoffBier01,
author = {Giacomo Benvenuti and Estelle Halary-Wagner and Patrick Hoffman and Michel Bierlaire},
title = {Highly uniform impinging rate for chemical molecular beams},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2001},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{CritBier01,
author = {Frank Crittin and Michel Bierlaire},
title = {New algorithmic approaches for the anticipatory route guidance generation problem},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2001},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{TordBierDumo01,
author = {Alexandre Torday and Michel Bierlaire and Andr\'e-Gilles Dumont},
title = {Simulation-based evaluation of the impact of variable speed limit signs on capacity and user safety},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2001},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{LiebBierCritHechThieStagRigh00,
author = {Thomas Liebling and Michel Bierlaire and Frank Crittin and Jean-Fran\c{c}ois H\^eche and Eric Thi\'emard and Antonio Stagno and Franco Righetti},
title = {Modeling and simulation in logistics},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2000},
type = {Technical Report},
number = {RO 2000.0831},
address = {Lausanne, Switzerland}}}
@TechReport{Bier00,
author = {Michel Bierlaire},
title = {The Total Demand Scale: A new measure of quality for statistic and dynamic origin-destination},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2000},
type = {Technical Report},
number = {RO 2000.0601},
address = {Lausanne, Switzerland}}}
@TechReport{BierBenaKoutMish00,
author = {Michel Bierlaire and Moshe Ben-Akiva and Haris Koutsopoulos and Rabi Mishalani},
title = {Real-Time simulation of traffic demand-supply interactions within DynaMIT},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2000},
type = {Technical Report},
number = {RO 2000.0301},
address = {Lausanne, Switzerland}}}
@TechReport{BierMishBena00,
author = {Michel Bierlaire and Rabi Mishalani and Moshe Ben-Akiva},
title = {General framework for Dynamic Demand Simulation},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2000},
type = {Technical Report},
number = {RO 2000.0223},
address = {Lausanne, Switzerland}}}
@TechReport{BierCrit99,
author = {Michel Bierlaire and Frank Crittin},
title = {Optimisation de grande taille sans d\'eriv\'ee: Etat de l'art et perspectives},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1999},
type = {Technical Report},
number = {RO 99.04.14},
address = {Lausanne, Switzerland}}}
@TechReport{Bier99a,
author = {Michel Bierlaire},
title = {PROJET PAPABILES:Projet Autoroutier Pilote d'Aubonne-Belmont pour une Initiative Lausannoise d'Evaluation par Simulation (Phase I: Etude pr\'eliminaire)},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1999},
type = {Technical Report},
number = {RO 1999.1021},
address = {Lausanne, Switzerland}}}
@TechReport{Bier99b,
author = {Michel Bierlaire},
title = {ANEGEV: Analysis and Estimation of Generalized Extreme Value Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1999},
type = {Technical Report},
number = {RO 1999.0915},
address = {Lausanne, Switzerland}}}
@TechReport{Bier95c,
author = {Michel Bierlaire},
title = {A robust algorithm for the simultaneous estimation of hierarchical logit models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1995},
type = {Technical Report},
number = {FUNDP GRT 95/3},
address = {Lausanne, Switzerland}}}
@TechReport{Bier95b,
author = {Michel Bierlaire},
title = {Pr\'ef\'erences d\'eclar\'ees des \'etudiants de licences pour les choix de cours \`a option, ann\'ee acad\'emique 1994-1995},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1995},
type = {Technical Report},
number = {FUNDP 95/11},
address = {Lausanne, Switzerland}}}
@TechReport{Bier95a,
author = {Michel Bierlaire},
title = {Enqu\^etes de pr\'ef\'erences r\'ev\'el\'ees et d\'eclar\'ees concernant le choix modal des voyageurs du corridor Lisbonne-Porto-Braga.},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1995},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{BierVand95,
author = {Michel Bierlaire and Yves Vandevyvere},
title = {HieLoW: the interactive user's guide},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1995},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{DellArenBierBorgTimm95,
author = {Benedict Dellaert and Theo Arentze and Michel Bierlaire and Alois Borgers and Harry Timmermans},
title = {A multi-purpose multi-stop model of consumer shopping centre choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1995},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{Bier94,
author = {Michel Bierlaire},
title = {HieLoW: un logiciel d'estimation de mod\`eles logit embo{\^\i}t\'es},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1994},
type = {Technical Report},
number = {cahiers du MET 5:69-87},
address = {Lausanne, Switzerland}}}
@TechReport{BierToin94,
author = {Michel Bierlaire and Philippe Toint},
title = {MEUSE: un estimateur de matrice origine-destination qui exploite la structure},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1994},
type = {Technical Report},
number = {Cahiers du MET 5: 69/87},
address = {Lausanne, Switzerland}}}
@TechReport{BierBurtLota93,
author = {Michel Bierlaire and Didier Burton and Tsippy Lotan},
title = {On the behavioural aspects of modal choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1993},
type = {Technical Report},
number = {FUNDP 93/22},
address = {Lausanne, Switzerland}}}
@TechReport{Bier92a,
author = {Michel Bierlaire},
title = {Analyse d'un service gratuit de transport en commun li\'e \`a une surface commerciale: le bus Sarma entre Namur et Jambes},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1992},
type = {Technical Report},
number = {FUNDP, GRT 92/06},
address = {Lausanne, Switzerland}}}
@TechReport{Bier92b,
author = {Michel Bierlaire},
title = {S\'emianire AGIR: Stated preferences ou analyse des choix exprim\'es},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1992},
type = {Technical Report},
number = {FUNDP GRT 15},
address = {Lausanne, Switzerland}}}
@TechReport{BierToin91,
author = {Michel Bierlaire and Philippe Toint},
title = {Les mod\`eles de trafic: fonctionnement et applications},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1991},
type = {Technical Report},
number = {cahiers de l'Urbanisme},
address = {Lausanne, Switzerland}}}
@TechReport{Biertoin90a,
author = {Michel Bierlaire and Philippe Toint},
title = {La circulation \`a Namur: projets d'am\'enagement},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1990},
type = {Technical Report},
number = {GEC report 90/14},
address = {Lausanne, Switzerland}}}
@TechReport{Biertoin90b,
author = {Michel Bierlaire and Philippe Toint},
title = {Une approche de l'impportance relative des parkings au centre de Namur},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1990},
type = {Technical Report},
number = {GEC Report 90/1},
address = {Lausanne, Switzerland}}}
@TechReport{BierBurtThir89,
author = {Michel Bierlaire and Didier Burton and Suzanne Thiry},
title = {Le contournement de Couvin: \'etude pr\'eliminaire},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1989},
type = {Technical Report},
number = {FUNDP, TRG 89/11},
address = {Lausanne, Switzerland}}}
@TechReport{BierCorn89,
author = {Michel Bierlaire and Eric Cornelis},
title = {Etude de l'impact sur la circulation de l'implantation des bureaux de la R\'egion Wallone \`a Jambes},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1989},
type = {Technical Report},
number = {FUNDP, GRT 89/12},
address = {Lausanne, Switzerland}}}
@TechReport{Bier88,
author = {Michel Bierlaire},
title = {R\'esolution de moindres carr\'es lin\'eaires creux anec contraintes de bornes},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {1988},
type = {Technical Report},
number = {Master's thesis, FUNDP},
address = {Lausanne, Switzerland}}}
@InProceedings{RezHilBie_STRC2023,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {From domestic energy demand to household activity patterns},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{OrtHilPerLapBie_HEART2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Faster estimation of discrete choice models via
weighted dataset reduction},
booktime = {Proceedings of the 11th Symposium of the European Association for Research in Transportation (HEART), 6-8 September 2023},
year = {2023},
address = {Zurich, Switzerland}}}
@InProceedings{KukicB_ITSC2023,
author = {Marija Kukic and Salim Benchelabi and Michel Bierlaire},
title = {Hybrid Simulator for Capturing Dynamics of
Synthetic Population},
booktime = {Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems (ITSC), 24 September -28 September},
year = {2023},
address = {Bilbao, Bizkaia, Spain}}}
@InProceedings{PaschalidisBierlaire_STRC2023,
author = {Michel Beine and Michel Bierlaire and Evangelos Paschalidis and Andreas Vortisch},
title = {Sampling of alternatives in migration aspiration models},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{Haering_STRC2023,
author = {Tom Haering and Michel Bierlaire},
title = {A Spatial Branch and Bound Algorithm for Continuous Pricing with Advanced Discrete Choice Demand Modeling},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{KukicBierlaire_STRC2023,
author = {Marija Kukic and Michel Bierlaire},
title = {Hybrid Simulator for Capturing Dynamics of
Synthetic Population},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{OrtLapBie_STRC2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Stochastic adaptive resampling for the estimation of discrete choice models},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{PoHiBi_STRC2023,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {From one-day to multiday activity scheduling: extending the OASIS framework},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{WanPouBie_STRC2023,
author = {Mengyi Wang and Janody Pougala and Michel Bierlaire},
title = {Initial comparisons between Multiple Discrete-Continuous Extreme Value (MDCEV) model and Optimization-based Activity Scheduling Integrating Simultaneous choice dimensions (OASIS) framework},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC) (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{BierFaddFotiMane22,
author = {Michel Bierlaire and Eduardo Fadda and Loic {Fotio Tiotsop} and Daniele Manerba},
title = {A chance-constraint approach for optimizing Social Engagement-based services},
booktime = {Proceedings of the 17th Conference on Computer Science and Intelligence Systems (FedCSIS), September 4-7, 2022},
year = {2022},
address = {Sofia, Bulgaria}}}
@InProceedings{haering_heart2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
booktime = {Proceedings of the 10th symposium of the European Association for Research in Transportation (hEART) (hEART), 1-3 June 2022},
year = {2022},
address = {Leuven, Belgium}}}
@InProceedings{RezHilBie_hEART2022,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {A utility optimization-based framework for joint in- and out-of-home scheduling},
booktime = {Proceedings of the 10th symposium of the European Association for Research in Transportation (hEART) (hEART), 1-3 June 2022},
year = {2022},
address = {Leuven, Belgium}}}
@InProceedings{AtaObrBie_GermanOR2022_v0,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {A general framework to evaluate different rebalancing operations strategies in one-way car sharing systems},
booktime = {Proceedings of the International Conference on Operations Research (OR 2022), 06-09 September},
year = {2022},
address = {Karlsruhe, Germany}}}
@InProceedings{AtaObrBie_STRC2022,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {Evaluating different strategies to solve rebalancing operations in car sharing systems},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{Haering_STRC2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{haering_TRISTAN2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
booktime = {Proceedings of the 11th Triennial Symposium on Transportation Analysis (TRISTAN XI) (STRC), 19-25 June},
year = {2022},
address = {, Mauritius}}}
@InProceedings{KukicBierlaire_STRC2022,
author = {Marija Kukic and Michel Bierlaire},
title = {One-step simulator for synthetic household generation},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{OrtLapBie_STRC2022,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Faster estimation of discrete choice models via dataset reduction},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{PoHiBi_STRC2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Parameter estimation for activity-based models},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{RezHilBie_STRC2022,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated in- and out-of-home scheduling framework: A utility optimization-based approach},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC ), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{Salvade_STRC2022,
author = {Nicolas Salvad\'e and Tim Hillel and Janody Pougala and Tom Haering and Michel Bierlaire},
title = {Representing location choice within activity-based models},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{AtaObrBie_STRC2021,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {A multi-objective approach for station clustering in bike sharing systems},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{BorLurBieBon_STRC2021,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {Benders decomposition for choice-based optimization problems with discrete upper-level variables},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {, }}}
@InProceedings{Haering_STRC2021,
author = {Tom Haering and Patrick Manser and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Resolving time conflicts in activity-based scheduling: A case study of Lausanne},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{KuBi_STRC2021,
author = {Marija Kukic and Michel Bierlaire},
title = {Population synthesis at the level of households},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{OrtBieLap_STRC2021,
author = {Nicola Ortelli and Michel Bierlaire and Matthieu {de Lapparent}},
title = {Can we infer on behavioral impacts of public policy on accident severity outcomes? A Swiss case study using historical disaggregate accident reports},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{PoHiBi_STRC2021,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Choice set generation for activity-based models},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{RezHilBie_STRC2021,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated models of transport and energy demand: A literature review and framework},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC ), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{WonMarBie_STRC2021,
author = {Melvin Wong and {Jos\'e \'Angel} Mart{\'\i}n-Baos and Michel Bierlaire},
title = {A unimodal ordered logit model for ranked choices },
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{AtaObrBie_hEART2020,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {Bike Sharing Systems: Does demand forecasting yield a better service?},
booktime = {Proceedings of the 9th Symposium of the European Association for Research in Transportation (hEART), 3-4 February 2021},
year = {2020},
address = {Lyon, France}}}
@InProceedings{HilPouManLueSchBie_HEART2020,
author = {Tim Hillel and Janody Pougala and Patrick Manser and Raphael Luethi and Wolfgang Scherr and Michel Bierlaire},
title = {Modelling mobility tool availability at a household and individual level: A case study of Switzerland},
booktime = {Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART), 3-4 February 2021},
year = {2020},
address = {Lyon, France}}}
@InProceedings{OrtHilPerLapBie_HEART2020,
author = {Nicola Ortelli and Tim Hillel and Francisco Pereira and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Variable Neighborhood Search for Assisted Utility Specification in Discrete Choice Models},
booktime = {Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART), 3-4 February 2021},
year = {2020},
address = {Lyon, France}}}
@InProceedings{PouHilBie_HEART2020,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {An optimization framework for daily activity schedules},
booktime = {Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART), 3-4 February 2021},
year = {2020},
address = {Lyon, France}}}
@InProceedings{AtaObrBie_STRC2020,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {Vehicle sharing systems: Does demand forecasting yield a better service?},
booktime = {Proceedings of the 20th Swiss Transport Research Conference (STRC), 13-14 May},
year = {2020},
address = {Ascona, Switzerland}}}
@InProceedings{BorLurBie_STRC2020,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {Optimal regulation of oligopolistic markets under discrete choice models of demand},
booktime = {Proceedings of the 20th Swiss Transport Research Conference (STRC), 13-15 May},
year = {2020},
address = {, }}}
@InProceedings{PouHilBie_STRC2020,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Scheduling of daily activities: an optimization approach},
booktime = {Proceedings of the 20th Swiss Transport Research Conference (STRC), 13-14 May},
year = {2020},
address = {Ascona, Switzerland}}}
@InProceedings{AtaObrBie_ADBIS2019,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {A holistic decision making framework for a vehicle sharing system},
booktime = {Proceedings of the 23rd European Conference on Advances in Databases and Information Systems (ADBIS), 08-11 September},
year = {2019},
address = {Bled, Slovenia}}}
@InProceedings{HilBieElsJin_HEART2019,
author = {Tim Hillel and Ying Jin and Mohammed Elshafie and Michel Bierlaire},
title = {Weak teachers: Assisted specification of discrete choice models using ensemble learning},
booktime = {Proceedings of the 8th Symposium of the European Association for Research in Transportation (HEART), 4-6 September},
year = {2019},
address = {Budapest, Hungary}}}
@InProceedings{LEDLURHILBIER_HEART19,
author = {Gael Lederrey and Virginie Lurkin and Tim Hillel and Michel Bierlaire},
title = {Stochastic optimization with adaptive
batch size: Discrete choice models as a case study},
booktime = {Proceedings of the 8th Symposium of the European
Association for Research in Transportation (HEART), 4-6 September},
year = {2019},
address = {Budapest, Hungary}}}
@InProceedings{AtaObrBie_STRC2019,
author = {Selin Atac and Nikola Obrenovic and Michel Bierlaire},
title = {An optimization framework for light electric vehicle sharing systems},
booktime = {Proceedings of the 19th Swiss Transport Research Conference (STRC), 15-17 May},
year = {2019},
address = {Ascona, Switzerland}}}
@InProceedings{BorLurBie_STRC2019,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {A demand-based optimization approach to find market equilibria in oligopolies},
booktime = {Proceedings of the 19th Swiss Transport Research Conference (STRC), 15-17 May},
year = {2019},
address = {Ascona, Switzerland}}}
@InProceedings{LEDLURHILBIER_STRC019,
author = {Gael Lederrey and Virginie Lurkin and Tim Hillel and Michel Bierlaire},
title = {Stochastic optimization with adaptive batch size: Discrete choice models as a case study},
booktime = {Proceedings of the 19th Swiss Transport Research Conference (STRC), 15-17 May},
year = {2019},
address = {Ascona, Switzerland}}}
@InProceedings{MolScaBie_STRC2019,
author = {Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {The impact of counter-flow on pedestrian walking times},
booktime = {Proceedings of the 19th Swiss Transport Research Conference (STRC), 15-17 May},
year = {2019},
address = {Ascona, Switzerland}}}
@InProceedings{Mueller_STRC2019,
author = {Florian Mueller and Kilian Schmidt and Markus Guerster and Nikola Obrenovic and Michel Bierlaire},
title = {Model-based economic analysis of electrification in railway - Understanding the impact of track, operations, and uncertainties},
booktime = {Proceedings of the 19th Swiss Transport Research Conference (STRC 2019), May 15-17},
year = {2019},
address = {Ascona, Switzerland}}}
@InProceedings{MolScaBie_TRISTAN_2019,
author = {Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {Improving pedestrian dynamics by preventing counter-flow},
booktime = {Proceedings of the Tenth Triennial Symposium on Transportation Analysis (TRISTAN X), 17-21 June},
year = {2019},
address = {Hamilton Island, Australia}}}
@InProceedings{MolScaBie_DTA2018,
author = {Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {Controlling Pedestrian Flows Using a Dynamic Traffic Management System},
booktime = {Proceedings of the 7th International Symposium on
Dynamic Traffic Assignment: Smart Transportation (DTA), 6-8 June},
year = {2018},
address = {Hong Kong, China}}}
@InProceedings{LedLurBiel_IEEE2018,
author = {Gael Lederrey and Virginie Lurkin and Michel Bierlaire},
title = {SNM: Stochastic Newton Method for Optimization of Discrete Choice Models },
booktime = {Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC'18), 4-7 November},
year = {2018},
address = {Maui, Hawaii}}}
@InProceedings{BorLurBie_STRC2018,
author = {Stefano Bortolomiol and Virginie Lurkin and Michel Bierlaire},
title = {Modelling competition in demand-based optimization models},
booktime = {Proceedings of the 18th Swiss Transport Research Conference (STRC), 16-18 May},
year = {2018},
address = {Ascona, Switzerland}}}
@InProceedings{HilBieElsJin_STRC2018,
author = {Tim Hillel and Michel Bierlaire and Mohammed Elshafie and Ying Jin},
title = {Validation of probabilistic classifiers},
booktime = {Proceedings of the 18th Swiss Transport Research Conference (STRC), 16-18 May},
year = {2018},
address = {Ascona, Switzerland}}}
@InProceedings{JeaMolScaBie_STRC2018,
author = {Charles Jeanbart and Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {Network design of moving walkways in transportation hubs},
booktime = {Proceedings of the 18th Swiss Transport Research Conference (STRC), 16-18 May},
year = {2018},
address = {Ascona, Switzerland}}}
@InProceedings{MolScaBie_STRC2018,
author = {Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {Two management strategies for improving passenger transfer experience in train stations },
booktime = {Proceedings of the 18th Swiss Transport Research Conference (STRC), 16-18 May},
year = {2018},
address = {Ascona, Switzerland}}}
@InProceedings{PacGenLurShaBie_STRC2018,
author = {Meritxell Pacheco and Bernard Gendron and Virginie Lurkin and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {A Lagrangian relaxation technique for the demand-based benefit maximization problem},
booktime = {Proceedings of the 18th Swiss Transport Research Conference (STRC), 16-18 May},
year = {2018},
address = {Ascona, Switzerland}}}
@InProceedings{Binder_STRC2017_Proceedings,
author = {Stefan Binder and Yousef Maknoon and Michel Bierlaire},
title = {Efficient investigation of multiple dimensions of the railway timetable rescheduling problem},
booktime = {Proceedings of the 17th Swiss Transportation Research Conference, May 17-19th},
year = {2017},
address = {Ascona, Switzerland}}}
@InProceedings{FerLurLapBie_STRC2017,
author = {Anna Fernandez-Antolin and Virginie Lurkin and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Discrete-continuous maximum likelihood for the estimation of nested logit models},
booktime = {Proceedings of the 16th Swiss Transport Research Conference (STRC), 17-19 May},
year = {2017},
address = {Ascona, Switzerland}}}
@InProceedings{Markov_STRC2017,
author = {Iliya Markov and Michel Bierlaire and Jean-Fran\c{c}ois Cordeau and Yousef Maknoon and Sacha Varone},
title = {A general framework for routing problems
with stochastic demands},
booktime = {Proceedings of the 17th Swiss Transport Research Conference (STRC), May, 17-19},
year = {2017},
address = {Ascona, Switzerland}}}
@InProceedings{MolScaBie_STRC2017,
author = {Nicholas Molyneaux and Riccardo Scarinci and Michel Bierlaire},
title = {Pedestrian management strategies for improving flow dynamics in transportation hubs},
booktime = {Proceedings of the 17th Swiss Transport Research Conference (STRC), 17-19 May},
year = {2017},
address = {Ascona, Switzerland}}}
@InProceedings{NikBie_STRC2017,
author = {Marija Nikolic and Michel Bierlaire},
title = {Review of transportation mode detection approaches based on smartphone data},
booktime = {Proceedings of the 17th Swiss Transport Research Conference (STRC), May, 17-19},
year = {2017},
address = {Ascona, Switzerland}}}
@InProceedings{PacShaBieGen_STRC2017,
author = {Meritxell Pacheco and Shadi {Sharif Azadeh} and Michel Bierlaire and Bernard Gendron},
title = {Integrating advanced demand models within the framework of mixed integer linear problems: A Lagrangian relaxation method for the uncapacitated case},
booktime = {Proceedings of the 17th Swiss Transport Research Conference (STRC), 17-19 May},
year = {2017},
address = {Ascona, Switzerland}}}
@InProceedings{FerLapBie_STRC2016,
author = {Anna Fernandez-Antolin and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Uncovering substitution patterns in new car sales using a cross nested logit model},
booktime = {Proceedings of the 16th Swiss Transport Research Conference (STRC), 18-20 May},
year = {2016},
address = {Ascona, Switzerland}}}
@InProceedings{PacShaBie_STRC2016,
author = {Meritxell Pacheco and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {A new mathematical representation of demand using choice-based optimization method},
booktime = {Proceedings of the 16th Swiss Transport Research Conference (STRC), 18-20 May},
year = {2016},
address = {Ascona, Switzerland}}}
@InProceedings{Ulrich_STRC_2016,
author = {Ulrich Wehres and Shadi {Sharif Azadeh} and Yousef Maknoon and Michel Bierlaire},
title = {Modeling Uncertainty for a Catenary-free Electrical Bus},
booktime = {Proceedings of the 16th Swiss Transportation Research Conference (STRC), May 19-20, 2016},
year = {2016},
address = {Ascona, Switzerland}}}
@InProceedings{Binder_STRC2015_Proceedings,
author = {Stefan Binder and Yousef Maknoon and Michel Bierlaire},
title = {Passenger-oriented railway disposition timetables in case of severe disruptions},
booktime = {Proceedings of the 15th Swiss Transportation Research Conference, April 15-17th},
year = {2015},
address = {Ascona, Switzerland}}}
@InProceedings{Robenek_CASPT,
author = {Tom\'a\v{s} Robenek and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {Evaluating the Quality of Railway Timetables from Passenger Point of View},
booktime = {Proceedings of the 13th Conference on Advanced Systems in Public Transport (CASPT2015), July 19 - 23},
year = {2015},
address = {Rotterdam, The Netherlands}}}
@InProceedings{Binder_RailTokyo,
author = {Stefan Binder and Yousef Maknoon and Shadi {Sharif Azadeh} and Michel Bierlaire},
title = {Generation and evaluation of passenger-oriented railway disposition timetables in case of severe disruptions},
booktime = {Proceedings of the 6th International Conference on Railway Operations Modelling and Analysis (RailTokyo2015), March 23 {\textendash} 26},
year = {2015},
address = {Tokyo, Japan}}}
@InProceedings{Robenek_RailTokyo_2015,
author = {Tom\'a\v{s} Robenek and Shadi {Sharif Azadeh} and {Jiang Hang} Chen and Michel Bierlaire and Yousef Maknoon},
title = {The Ideal Train Timetabling Problem},
booktime = {Proceedings of the 6th International Conference on Railway Operations Modelling and Analysis (RailTokyo2015), March 23 {\textendash} 26},
year = {2015},
address = {Tokyo, Japan}}}
@InProceedings{Baillif_STRC_2015,
author = {Maurin Baillif and Matthieu {de Lapparent} and Anna Fernandez-Antolin and Michel Bierlaire},
title = {Modeling consideration for electric vehicles and plug-in electric vehicles in car renewal},
booktime = {Proceedings of the 15th Swiss Transportation Research Conference (STRC), April 15-17},
year = {2015},
address = {Monte Verit\`a, Ascona, Switzerland}}}
@InProceedings{DanBie_STRC2015,
author = {Antonin Danalet and Michel Bierlaire},
title = {Importance sampling for activity path choice},
booktime = {Proceedings of the 15th Swiss Transport Research Conference (STRC), April 15-17},
year = {2015},
address = {Monte Verit\`a, Ascona, Switzerland}}}
@InProceedings{FerStaBie_STRC2015,
author = {Anna Fernandez-Antolin and Angelo Guevara-Cue and Michel Bierlaire},
title = {Correcting for endogeneity using the EMIS method: a case study with revealed preference data},
booktime = {Proceedings of the 15th Swiss Transport Research Conference (STRC), 15-17 April},
year = {2015},
address = {Ascona, Switzerland}}}
@InProceedings{Flurin_STRC_2015,
author = {Flurin H\"anseler and Michel Bierlaire and Nicholas Molyneaux and Riccardo Scarinci and Micha\"el Th\'emans},
title = {Modeling pedestrian flows in train stations: The example of Lausanne railway station},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), April 15-17},
year = {2015},
address = {Ascona, Switzerland}}}
@InProceedings{KazBier_STRC15,
author = {Evanthia Kazagli and Michel Bierlaire},
title = {A Route Choice Model based on Mental Representations},
booktime = {Proceedings of the Proceedings of the 15th Swiss Transport Research Conference (STRC), April 15-17},
year = {2015},
address = {Monte Verit\`a, Ascona, Switzerland}}}
@InProceedings{MarLappBierVar_STRC2015,
author = {Iliya Markov and Matthieu {de Lapparent} and Michel Bierlaire and Sacha Varone},
title = {Modeling a waste disposal process via a discrete mixture of count data models},
booktime = {Proceedings of the 15th Swiss Transport Research Conference (STRC), April 15-17},
year = {2015},
address = {Ascona, Switzerland}}}
@InProceedings{NikBie_STRC2015,
author = {Marija Nikolic and Michel Bierlaire},
title = {Pedestrian flow characterization based on spatio-temporal Voronoi tessellations},
booktime = {Proceedings of the 15th Swiss Transportation Research Conference (STRC), 15 -17 April},
year = {2015},
address = {Ascona, Switzerland}}}
@InProceedings{Robenek_STRC2015,
author = {Tom\'a\v{s} Robenek and Yousef Maknoon and Michel Bierlaire},
title = {Railway Passenger Service Timetable Design},
booktime = {Proceedings of the 15th Swiss Transportation Research Conference (STRC), 15 -17 April},
year = {2015},
address = {Ascona, Switzerland}}}
@InProceedings{TDdLB15,
author = {Lo{\"\i}c Tinguely and Antonin Danalet and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Destination Choice Model including a panel effect using WiFi localization in a pedestrian facility},
booktime = {Proceedings of the 15th Swiss Transport Research Conference (STRC), April 15-17},
year = {2015},
address = {Monte Verit\`a, Ascona, Switzerland}}}
@InProceedings{Binder_STRC2014,
author = {Stefan Binder and {Jiang Hang} Chen and Michel Bierlaire},
title = {Generation and evaluation of passenger-oriented railway disposition timetables},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 14 - 16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{DanBie_STRC2014,
author = {Antonin Danalet and Michel Bierlaire},
title = {A path choice approach to activity modeling with a pedestrian case study},
booktime = {Proceedings of the 14th Swiss Transport Research Conference (STRC), May 14-16},
year = {2014},
address = {Monte Verit\`a, Ascona, Switzerland}}}
@InProceedings{FerStaBie_STRC2014,
author = {Anna Fernandez-Antolin and Amanda Stathopoulos and Michel Bierlaire},
title = {Exploratory Analysis of Endogeneity in Discrete Choice Models},
booktime = {Proceedings of the 14th Swiss Transport Research Conference (STRC), 14-16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{GlFrKaBeBi_STRC2014,
author = {Aur\'elie Glerum and Emma Frejinger and Anders Karlstrom and Muriel {Beser Hugosson} and Michel Bierlaire},
title = {A dynamic discrete-continuous choice model for car ownership and usage: Estimation procedure},
booktime = {Proceedings of the 14th Swiss Transport Research Conference (STRC), May 14-16},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{Haens_STRC_2014,
author = {Flurin H\"anseler and Nicholas Molyneaux and Michel Bierlaire and Amanda Stathopoulos},
title = {Schedule-based estimation of pedestrian demand within a railway station},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 14-16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{KazBierSTRC14,
author = {Evanthia Kazagli and Michel Bierlaire},
title = {Revisiting Route Choice Modeling: A Multi-Level Modeling Framework for Route Choice Behavior},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 14 - 16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{MarVarBier_STRC2014,
author = {Iliya Markov and Sacha Varone and Michel Bierlaire},
title = {Vehicle routing for a complex waste collection problem},
booktime = {Proceedings of the 14th Swiss Transport Research Conference (STRC), May, 14-16},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{MolHaeBie_STRC_2014,
author = {Nicholas Molyneaux and Flurin H\"anseler and Michel Bierlaire},
title = {Modelling of train-induced pedestrian flows in railway stations},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 14-16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{NikBieFar_STRC2014,
author = {Marija Nikolic and Michel Bierlaire and Bilal Farooq},
title = {Probabilistic speed-density relationship for pedestrians based on data driven space and time representation},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 14 - 16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{Robenek_STRC2014,
author = {Tom\'a\v{s} Robenek and {Jiang Hang} Chen and Michel Bierlaire},
title = {The Ideal Train Timetabling Problem},
booktime = {Proceedings of the 14th Swiss Transportation Research Conference (STRC), 14 - 16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{Scarinci2014_STRC,
author = {Riccardo Scarinci and Guillaume Lopez and {Jiang Hang} Chen and Michel Bierlaire},
title = {Optimization of the network design of a futuristic transport system based on moving walkways},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 14 - 16 May},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{VarGleStaBie_STRC2014,
author = {Silvia Varotto and Aur\'elie Glerum and Amanda Stathopoulos and Michel Bierlaire},
title = {Modelling travel time perception in transport mode choices},
booktime = {Proceedings of the 14th Swiss Transport Research Conference (STRC), May 14-16},
year = {2014},
address = {Ascona, Switzerland}}}
@InProceedings{GlerumEtAl_heart2013,
author = {Aur\'elie Glerum and Emma Frejinger and Anders Karlstrom and Muriel {Beser Hugosson} and Michel Bierlaire},
title = {A dynamic discrete-continuous choice model of car ownership, usage and fuel type},
booktime = {Proceedings of the Second Symposium of the European Association for Research in Transportation (hEART), September 4-6},
year = {2013},
address = {Stockholm, Sweden}}}
@InProceedings{GlFrKaBeBi_ICMC2013,
author = {Aur\'elie Glerum and Emma Frejinger and Anders Karlstrom and Muriel {Beser Hugosson} and Michel Bierlaire},
title = {Modeling car ownership and usage: a dynamic discrete-continuous choice modeling approach},
booktime = {Proceedings of the Third International Choice Modelling Conference (ICMC), July 3-5},
year = {2013},
address = {Sydney, Australia}}}
@InProceedings{Atasoy_STRC2013,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {Integration of explicit supply-demand interactions in airline schedule planning and fleet assignment},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 24-26 April},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{ChenAtasRobeBierThemSTRC2013,
author = {Jingmin Chen and Bilge Atasoy and Tom\'a\v{s} Robenek and Michel Bierlaire and Micha\"el Th\'emans},
title = {Planning of feeding station installment for electric urban public mass-transportation system},
booktime = {Proceedings of the 13th Swiss Transportation Research Conference (STRC), 24-26 April},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{Danalet_Farooq_STRC13v2,
author = {Antonin Danalet and Bilal Farooq and Michel Bierlaire},
title = {Towards an activity-based model for pedestrian facilities},
booktime = {Proceedings of the 13th Swiss Transport Research Conference (STRC), April 24-26},
year = {2013},
address = {Monte Verit\`a, Ascona, Switerland}}}
@InProceedings{EfthymiouSTRC2013a,
author = {Dimitrios Efthymiou and Ricardo Hurtubia and Michel Bierlaire and Constantinos Antoniou},
title = {The Integrated Land Use and Transport Model of Brussels},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), April 24-26},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{EfthymiouSTRC2013b,
author = {Dimitrios Efthymiou and Bilal Farooq and Michel Bierlaire and Constantinos Antoniou},
title = {Agent Based Indicators Analysis in the Context of Policy Evaluation},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), April 24-26},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{GlFrKaBeBi_STRC2013,
author = {Aur\'elie Glerum and Emma Frejinger and Anders Karlstrom and Muriel {Beser Hugosson} and Michel Bierlaire},
title = {A dynamic discrete-continuous choice model of car ownership and usage: Methodological framework},
booktime = {Proceedings of the 13th Swiss Transport Research Conference (STRC), April 24-26},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{Haens_STRC_2013,
author = {Flurin H\"anseler and Bilal Farooq and Michel Bierlaire},
title = {An aggregated dynamic flow model for pedestrian movement in railway stations},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 24-26 April},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{Nikolic_Farooq_Bierlaire_STRC_2013,
author = {Marija Nikolic and Bilal Farooq and Michel Bierlaire},
title = {Exploratory analysis of pedestrian flow characteristics in mobility hubs using trajectory data},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), 24-26 April},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{Robenek_STRC2013,
author = {Tom\'a\v{s} Robenek and {Jiang Hang} Chen and Michel Bierlaire},
title = {Exploratory Analysis of Demand Interaction in the Planning of Passenger Railway Service},
booktime = {Proceedings of the 13th Swiss Transportation Research Conference (STRC), 24-26 April},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{StaGleTheBie,
author = {Amanda Stathopoulos and Aur\'elie Glerum and Micha\"el Th\'emans and Michel Bierlaire},
title = { Dynamic vehicle ownership forecasting: a framework to model inter-temporal renewal decisions},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), April 24-26},
year = {2013},
address = {Ascona, Switzerland}}}
@InProceedings{Atasoy_TRISTAN2013,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {Models and algorithms for integrated airline schedule planning and revenue management},
booktime = {Proceedings of the Eighth Triennial Symposium on Transportation Analysis (TRISTAN VIII), 09-14 June},
year = {2013},
address = {San Pedro de Atacama, Chile}}}
@InProceedings{GlFrKaBeBi_TRISTAN2013,
author = {Aur\'elie Glerum and Emma Frejinger and Anders Karlstrom and Muriel {Beser Hugosson} and Michel Bierlaire},
title = {Dynamic discrete-continuous choice modeling approach for car use, ownership and fuel type choice based on register data},
booktime = {Proceedings of the Eighth Triennial Symposium on Transportation Analysis (TRISTAN VIII), June 9-14},
year = {2013},
address = {San Pedro de Atacama, Chile}}}
@InProceedings{GleBie_IATBR2012,
author = {Aur\'elie Glerum and Michel Bierlaire},
title = {The use of word data to measure perception in hybrid choice models},
booktime = {Proceedings of the 13th International Conference on Travel Behavior Research (IATBR), July 15-20},
year = {2012},
address = {Toronto, Canada}}}
@InProceedings{GleBie_LATSIS12,
author = {Aur\'elie Glerum and Michel Bierlaire},
title = {An enhanced measurement model of perception of comfort in public transportation},
booktime = {Proceedings of the 1st European Symposium on Quantitative Methods in Transportation Systems (LATSIS 2012), September 4-7},
year = {2012},
address = {Lausanne, Switzerland}}}
@InProceedings{AtaSalBier_STRC2012,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {An integrated fleet assignment and itinerary choice model for a new flexible aircraft},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), May 2-4},
year = {2012},
address = {Ascona, Switzerland}}}
@InProceedings{GleBie_STRC2012,
author = {Aur\'elie Glerum and Michel Bierlaire},
title = {Accounting for response behavior heterogeneity in the measurement of attitudes: an application to demand for electric vehicles},
booktime = {Proceedings of the 12th Swiss Transport Research Conference (STRC), May 2-4},
year = {2012},
address = {Ascona, Switzerland}}}
@InProceedings{HaeFarBie_STRC_2012,
author = {Flurin H\"anseler and Bilal Farooq and Michel Bierlaire},
title = {Preliminary ideas for dynamic estimation of pedestrian origin-destination demand within train stations},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), 02.05.2012-04.05.2012},
year = {2012},
address = {Ascona, Switzerland}}}
@InProceedings{STRC_2012_HURTUBIA,
author = {Ricardo Hurtubia and Michel Bierlaire and Francesco Martinez},
title = {Dynamic microsimulation of location choices with a quasi-equilibrium auction approach},
booktime = {Proceedings of the 12th Swiss Transport Research Conference (STRC), May 2-4},
year = {2012},
address = {Ascona, Switzerland}}}
@InProceedings{Kumar_STRC_2012,
author = {Prem Kumar and Michel Bierlaire},
title = {Optimizing Locations for a Vehicle Sharing System},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), 02.05.2012-04.05.2012},
year = {2012},
address = {Ascona, Switzerland}}}
@InProceedings{TomasNitishBierlaire_STRC2012,
author = {Tom\'a\v{s} Robenek and Nitish Umang and Michel Bierlaire},
title = {Integrated Berth Allocation and Yard Assignment in Bulk Ports using Column Generation},
booktime = {Proceedings of the 12th Swiss Transport Research Conference (STRC), May 2-4},
year = {2012},
address = {Monte Verita / Ascona, Switzerland}}}
@InProceedings{SahBie_STRC_2012,
author = {Sohrab Sahaleh and Michel Bierlaire and Bilal Farooq and Antonin Danalet and Flurin H\"anseler},
title = {Scenario Analysis of Pedestrian Flow in Public Spaces},
booktime = {Proceedings of the 12th Swiss Transport Research Conference (STRC), May 2-4},
year = {2012},
address = {Monte Verit\`a, Ascona, Switzerland}}}
@InProceedings{NitishBierlaire_STRC2012,
author = {Nitish Umang and Michel Bierlaire},
title = {Real Time Recovery in Berth Allocation Problem in Bulk Ports},
booktime = {Proceedings of the 12th Swiss Transport Research Conference (STRC), May 2-4},
year = {2012},
address = {Monte Verita / Ascona, Switzerland}}}
@InProceedings{Hurt_Chi2011,
author = {Ricardo Hurtubia and Francesco Martinez and Michel Bierlaire},
title = {Bid auction model for simultaneous determination of location and rent in land use microsimulation models},
booktime = {Proceedings of the XV Congreso Chileno de Ingenier{\'\i}a de Transporte, October 3 - 6},
year = {2011},
address = {Santiago, Chile}}}
@InProceedings{STRC_2011_HURTUBIA,
author = {Ricardo Hurtubia and Michel Bierlaire},
title = {Bid rent model for simultaneous determination of location and rent in land use microsimulations},
booktime = {Proceedings of the Swiss Transport Research Conference, May 11-13},
year = {2011},
address = {Ascona, Switzerland}}}
@InProceedings{AtaGleBier_ICMC2011,
author = {Bilge Atasoy and Aur\'elie Glerum and Michel Bierlaire},
title = {Mode choice with attitudinal latent class: a Swiss case-study},
booktime = {Proceedings of the Second International Choice Modeling Conference (ICMC), July 4-6},
year = {2011},
address = {Leeds, UK}}}
@InProceedings{GleAtaMonBie_ICMC2011,
author = {Aur\'elie Glerum and Bilge Atasoy and Alberto Monticone and Michel Bierlaire},
title = {Adjectives qualifying individuals' perceptions impacting on transport mode preferences},
booktime = {Proceedings of the Second International Choice Modeling Conference (ICMC), July 4-6},
year = {2011},
address = {Leeds, UK}}}
@InProceedings{GleTheBie_ICMC2011,
author = {Aur\'elie Glerum and Micha\"el Th\'emans and Michel Bierlaire},
title = {Modeling demand for electric vehicles: the effect of car users' attitudes and perceptions},
booktime = {Proceedings of the Second International Choice Modeling Conference (ICMC), July 4-6},
year = {2011},
address = {Leeds, UK}}}
@InProceedings{IFORS_2011_Kumar,
author = {Prem Kumar and Michel Bierlaire},
title = {Generalized Airport Gate Assignment},
booktime = {Proceedings of the International Federations of Operations Research (IFORS), 10-15 July 2011},
year = {2011},
address = {Melbourne, Australia}}}
@InProceedings{Atasoy_OR2011,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {Integrated schedule planning with supply-demand interactions for a new generation of aircrafts},
booktime = {Proceedings of the International Conference on Operations Research (OR), August 30 - September 2},
year = {2011},
address = {Zurich, Switzerland}}}
@InProceedings{Kumar_OR2011,
author = {Prem Kumar and Michel Bierlaire},
title = {Experience of Optimizing Fueling Decisions for Locomotives in Railroad Networks},
booktime = {Proceedings of the INTERNATIONAL CONFERENCE OF OPERATIONS RESEARCH (OR2011), 30 AUG - 2 SEP 2011},
year = {2011},
address = {ZURICH, SWITZERLAND}}}
@InProceedings{Atasoy_STRC2011,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire},
title = {Integrated schedule planning with supply-demand interactions},
booktime = {Proceedings of the 11th Swiss Transport Research Conference (STRC), May 11-13},
year = {2011},
address = {Ascona, Switzerland}}}
@InProceedings{STRC_2011_CHEN,
author = {Jingmin Chen and Michel Bierlaire and Gunnar Fl\"otter\"od},
title = {Probabilistic multi-modal map matching with rich smartphone data},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), May 11-13, 2011 },
year = {2011},
address = {Monte Verit\`a, Ascona , Switzerland}}}
@InProceedings{GleTheBie_STRC2011,
author = {Aur\'elie Glerum and Micha\"el Th\'emans and Michel Bierlaire},
title = {Emergence of electric mobility: a nested approach to vehicle choice modeling},
booktime = {Proceedings of the 11th Swiss Transport Research Conference (STRC), May 11-13},
year = {2011},
address = {Ascona, Switzerland}}}
@InProceedings{Huibregtse2011,
author = {Olga Huibregtse and Gunnar Fl\"otter\"od and Michel Bierlaire and Andreas Hegyi and Serge Hoogendoorn},
title = {Optimization of evacuation instructions as a fixed-point problem},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), May 11 to 13},
year = {2011},
address = {Ascona / Monte Verita, Switzerland}}}
@InProceedings{KUMAR_STRC_2011,
author = {Prem Kumar and Michel Bierlaire},
title = {Multi-Objective Airport Gate Assignment Problem},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), 11-13 May 2011},
year = {2011},
address = {Monte Verita, CH}}}
@InProceedings{Nitish_STRC2011,
author = {Nitish Umang and Michel Bierlaire and Ilaria Vacca},
title = {The Berth Allocation Problem in Bulk Ports},
booktime = {Proceedings of the 11th Swiss Transport Research Conference (STRC), May 11-13},
year = {2011},
address = {Monte Verita / Ascona, Switzerland}}}
@InProceedings{Hurt_ETC2010,
author = {Ricardo Hurtubia and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Estimation techniques for MEV models with sampling of alternatives},
booktime = {Proceedings of the European Transport Conference, October 11 - 13},
year = {2010},
address = {Glasgow, Scotland}}}
@InProceedings{HURTUBIA_STRC_2010,
author = {Ricardo Hurtubia and Francesco Martinez and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Comparative analysis of hedonic rents and maximum bids in a land-use simulation context},
booktime = {Proceedings of the 10th Swiss Transport Research Conference, September 1 - 3, 2010},
year = {2010},
address = {Ascona, Switzerland}}}
@InProceedings{trobin_WCTR_10,
author = {Thomas Robin and Michel Bierlaire and Javier Cruz},
title = {Travellers well-being measuring and dynamic facial expression recognition},
booktime = {Proceedings of the World Conference on Transport Research , July 11-15},
year = {2010},
address = {Lisbonne, Portugal}}}
@InProceedings{DTA_osoFloBie2010,
author = {Carolina Osorio and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {A differentiable dynamic network loading model that yields queue length distributions and accounts for spillback},
booktime = {Proceedings of the International Symposium on Dynamic Traffic Assignment (DTA), July 29-31},
year = {2010},
address = {Takayama, Japan}}}
@InProceedings{BierBenEEtte10,
author = {Michel Bierlaire and Eran Ben-Elia and Dick Ettema},
title = {A behavioral departure time choice model with latent arrival time preference and rewards for peak-hour avoidance},
booktime = {Proceedings of the European Transport Conference (ETC), Octover 6-8, 2010},
year = {2010},
address = {Glasgow, UK}}}
@InProceedings{FetiFloeBier_ETC2010,
author = {Mamy Fetiarison and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Evaluation of pedestrian data collection methods within a simulation framework},
booktime = {Proceedings of the European Transport Conference (ETC), October 11 - 13},
year = {2010},
address = {Glasgow, Scotland}}}
@InProceedings{osorioPANAM2010,
author = {Carolina Osorio and Michel Bierlaire},
title = {Urban traffic control for congested networks: a novel metamodel simulation optimization approach},
booktime = {Proceedings of the Pan-American Conference of Traffic and Transportation Engineering and Logistics (PANAM), July 15-18},
year = {2010},
address = {Lisbon, Portugal}}}
@InProceedings{ATASOY_STRC2010,
author = {Bilge Atasoy and Aur\'elie Glerum and Ricardo Hurtubia and Michel Bierlaire},
title = {Demand for public transport services: Integrating qualitative and quantitative methods},
booktime = {Proceedings of the 10th Swiss Transport Research Conference (STRC), September 1 - 3, 2010},
year = {2010},
address = {Ascona, Switzerland}}}
@InProceedings{BierFloeSTRC2010,
author = {Michel Bierlaire and Gunnar Fl\"otter\"od},
title = {Metropolis-Hastings sampling of alternatives for route choice models},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), September 1-3},
year = {2010},
address = {Ascona / Monte Verita, Switzerland}}}
@InProceedings{FetiFloeBier_STRC2010,
author = {Mamy Fetiarison and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Evaluation of pedestrian data collection methods within a simulation framework},
booktime = {Proceedings of the 10th Swiss Transport Research Conference (STRC), September 1-3},
year = {2010},
address = {Ascona, Switzerland}}}
@InProceedings{KumarBierGall2010,
author = {Prem Kumar and Michel Bierlaire and Olivier Gallay},
title = {Generalized Algorithms for Crew Planning: Survey and Future Directions for Railways},
booktime = {Proceedings of the 10th Swiss Transport Research Conference (STRC), September 1-3, 2010},
year = {2010},
address = {Ascona, Switzerland}}}
@InProceedings{VaccSalaBier10_STRC,
author = {Ilaria Vacca and Matteo Salani and Michel Bierlaire},
title = {Optimization of operations in container terminals: hierarchical vs integrated approaches},
booktime = {Proceedings of the 10th Swiss Transport Research Conference (STRC), September 1-3},
year = {2010},
address = {Ascona, Switzerland}}}
@InProceedings{trb10bierchennewman,
author = {Michel Bierlaire and Jingmin Chen and Jeffrey Newman},
title = {Using location observations to observe routing for choice models},
booktime = {Proceedings of the 89th Transportation Research Board Annual Meeting (TRB), January 10-14},
year = {2010},
address = {Washington D.C., US}}}
@InProceedings{BierHurtFloe_TRB10,
author = {Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {An analysis of the implicit choice set generation using the Constrained Multinomial Logit model},
booktime = {Proceedings of the Transportation Research Board 2010 Annual Meeting (TRB 2010), January 10-14},
year = {2010},
address = {Washington, D.C., United States}}}
@InProceedings{TristanOsorio2010,
author = {Carolina Osorio and Michel Bierlaire},
title = {A simulation-based optimization approach to perform urban traffic control},
booktime = {Proceedings of the Triennial Symposium on Transportation Analysis (TRISTAN VII), June 20-25},
year = {2010},
address = {Troms{\o}, Norway}}}
@InProceedings{TristanOsoFloBie2010,
author = {Carolina Osorio and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {A differentiable dynamic network loading model that yields queue length distributions and accounts for spillback},
booktime = {Proceedings of the Triennial Symposium on Transportation Analysis (TRISTAN VII), June 20-25},
year = {2010},
address = {Troms{\o}, Norway}}}
@InProceedings{osorioWCTR2010,
author = {Carolina Osorio and Michel Bierlaire},
title = {A simulation-based optimization framework for urban traffic congestion management},
booktime = {Proceedings of the World Conference on Transport Research (WCTR), July 11-15},
year = {2010},
address = {Lisbon, Portugal}}}
@InProceedings{Hurt_WCTR10,
author = {Ricardo Hurtubia and Bilge Atasoy and Aur\'elie Glerum and Anne Curchod and Michel Bierlaire},
title = {Considering latent attitudes in mode choice: The case of Switzerland},
booktime = {Proceedings of the World Conference on Transport Research (WCTR 2010), July 11-15},
year = {2010},
address = {Lisbon, Portugal}}}
@InProceedings{BieHurFlo_kuhmo2009,
author = {Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit Model},
booktime = {Proceedings of the 4th Kuhmo-Nectar Conference, July 2 - 3},
year = {2009},
address = {Copenhagen, Denmark}}}
@InProceedings{osoCMS,
author = {Carolina Osorio and Michel Bierlaire},
title = {A metamodel approach for simulation optimization of congested urban road networks},
booktime = {Proceedings of the 6th Computational Management Science Conference (CMS), May 1-3},
year = {2009},
address = {Geneva, Switzerland}}}
@InProceedings{ETC2009FloBier,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Improved estimation of travel demand from traffic counts by a new linearization of the network loading map},
booktime = {Proceedings of the European Transport Conference (ETC), October 5-7},
year = {2009},
address = {, Netherlands}}}
@InProceedings{HurFloBier_ETC2009,
author = {Ricardo Hurtubia and Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Inferring the activities of smartphone users from context measurements using Bayesian inference and random utility models},
booktime = {Proceedings of the European Transport Conference (ETC), October 5 - 7},
year = {2009},
address = {, The Netherlands}}}
@InProceedings{etcnewchenbier09,
author = {Jeffrey Newman and Jingmin Chen and Michel Bierlaire},
title = {Generating probabilistic path observation from GPS data for route choice modeling},
booktime = {Proceedings of the European Transport Conference (ETC), 5-7 October 2009},
year = {2009},
address = {, The Netherlands}}}
@InProceedings{osorioETC09,
author = {Carolina Osorio and Michel Bierlaire},
title = {A multi-model algorithm for the optimization of congested networks},
booktime = {Proceedings of the European Transport Conference (ETC), 5-7 October 2009},
year = {2009},
address = {Noordwijkerhout, Netherlands}}}
@InProceedings{CHEN09_IATBR,
author = {Jingmin Chen and Jeffrey Newman and Michel Bierlaire},
title = {Modeling Route Choice Behavior From Smart-phone GPS data},
booktime = {Proceedings of the The 12th International Conference on Travel Behaviour Research (IATBR), December 13-18, 2009},
year = {2009},
address = {Jaipur, India}}}
@InProceedings{BierFetiSTRC09,
author = {Michel Bierlaire and Mamy Fetiarison},
title = {Estimation of discrete choice models: extending BIOGEME},
booktime = {Proceedings of the 9th Swiss Transport Research Conference (STRC), September 9 - 11},
year = {2009},
address = {Ascona, Switzerland}}}
@InProceedings{BIE_HUR_FLO_STRC2009,
author = {Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {A comparative analysis of implicit and explicit methods to model choice set generation},
booktime = {Proceedings of the 9th Swiss Transport Research Conference (STRC), September 9 - 11},
year = {2009},
address = {Ascona, Switzerland}}}
@InProceedings{strc09chen,
author = {Michel Bierlaire and Jeffrey Newman and Jingmin Chen},
title = {A method of probabilistic map distribution of path likelihood},
booktime = {Proceedings of the 9th Swiss Transport Research Conference (STRC), September 9 - 11},
year = {2009},
address = {Ascona, Switzerland}}}
@InProceedings{osoSTRC09,
author = {Carolina Osorio and Michel Bierlaire},
title = {A simulation optimization framework for the management of congested urban road networks},
booktime = {Proceedings of the 9th Swiss Transport Research Conference (STRC), September 9-11},
year = {2009},
address = {Monte Verita, Ascona, Switzerland}}}
@InProceedings{Robin_STRC09,
author = {Thomas Robin and Michel Bierlaire and Javier Cruz},
title = {Dynamic facial expression recognition using a behavioural model},
booktime = {Proceedings of the the 9th Swiss Transport Research Conference (STRC), September 9 - 11, 2009},
year = {2009},
address = {Ascona, Switzerland}}}
@InProceedings{AlahVandBierKunt08,
author = {Alexandre Alahi and Pierre Vandergheynst and Michel Bierlaire and Murat Kunt},
title = {Object Detection and Matching in a Mixed Network of Fixed and Mobile Cameras},
booktime = {Proceedings of the ACM International Conference on Multimedia, October 31, 2008},
year = {2008},
address = {Vancouver, Canada}}}
@InProceedings{AlahMariBierKunt08,
author = {Alexandre Alahi and David Marimon and Michel Bierlaire and Murat Kunt},
title = {A Master-Slave Approach for Object Detection and Matching with Fixed and Mobile Cameras},
booktime = {Proceedings of the 15th IEEE International Conference on Image Processing, October 12-15, 2008},
year = {2008},
address = {San Diego, USA}}}
@InProceedings{osorioCLAIO08,
author = {Carolina Osorio and Michel Bierlaire},
title = {A queueing network approach to the traffic signal optimization of the Lausanne city center},
booktime = {Proceedings of the Latin-Ibero-American Conference on Operations Research (CLAIO), September 9-12},
year = {2008},
address = {Cartagena, Colombia}}}
@InProceedings{AlahBierKunt08,
author = {Alexandre Alahi and Michel Bierlaire and Murat Kunt},
title = {Object Detection and Matching with Mobile Cameras Collaborating with Fixed Cameras},
booktime = {Proceedings of the European Conference on Computer Vision (ECCV), October 18, 2008},
year = {2008},
address = {Marseille, France}}}
@InProceedings{AbouBenABier08,
author = {Maya Abou-Zeid and Moshe Ben-Akiva and Michel Bierlaire},
title = {Happiness and travel behavior modification},
booktime = {Proceedings of the European Transport Conference (ETC), October 6-8, 2008},
year = {2008},
address = {Leiden, The Netherlands}}}
@InProceedings{osoETC08,
author = {Carolina Osorio and Michel Bierlaire},
title = {Network performance optimization using a queueing network model},
booktime = {Proceedings of the European Transport Conference (ETC), October 6-8},
year = {2008},
address = {Noordwijkerhout, Netherlands}}}
@InProceedings{RobAntBieCru_ETC08,
author = {Thomas Robin and Gianluca Antonini and Michel Bierlaire and Javier Cruz},
title = {Specification, estimation and validation of a pedestrian walking behaviour model},
booktime = {Proceedings of the European Transportation Research Conference (ETC), October 6-8},
year = {2008},
address = {, Netherlands}}}
@InProceedings{SorciAntoCerCruzRobinBierThiran2008,
author = {Matteo Sorci and Gianluca Antonini and Barbara Cerretani and Javier Cruz and Thomas Robin and Michel Bierlaire and Jean-Philippe Thiran},
title = {Modelling human perception of static facial expressions},
booktime = {Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG2008), September 17-19},
year = {2008},
address = {Amsterdam, The Netherlands}}}
@InProceedings{osorioPANAM08,
author = {Carolina Osorio and Michel Bierlaire},
title = {Signal control optimization with a queueing network model capturing congestion},
booktime = {Proceedings of the Pan-American Conference on Traffic and Transportation Engineering (PANAM), September 14-17},
year = {2008},
address = {Cartagena, Colombia}}}
@InProceedings{EggSalBier_STRC08,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Optimization of Uncertainty Features for Transportation Problems},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), October 15-17},
year = {2008},
address = {Monte Verit\`a, Ascona, Switzerland}}}
@InProceedings{oso_strc08,
author = {Carolina Osorio and Michel Bierlaire},
title = {A multiple model approach for traffic signal optimization in the city of Lausanne},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), October 15-17},
year = {2008},
address = {Monte Verita, Ascona, Switzerland}}}
@InProceedings{VaccSalaBier08_STRC,
author = {Ilaria Vacca and Matteo Salani and Michel Bierlaire},
title = {Two-stage column generation and applications in container terminal management},
booktime = {Proceedings of the 8th Swiss Transport Research Conference (STRC), October 15-17},
year = {2008},
address = {Ascona, Switzerland}}}
@InProceedings{FosgBier07,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Discrete choice models with multiplicative error terms},
booktime = {Proceedings of the European Transport Conference (ETC), October 17-19, 2007},
year = {2007},
address = {Leiden, The Netherlands}}}
@InProceedings{BierThemZuff07-STRC,
author = {Michel Bierlaire and Micha\"el Th\'emans and Nicolas Zufferey},
title = {Nonlinear global optimization relevant to discrete choice models estimation},
booktime = {Proceedings of the 7th Swiss Transport Research Conference (STRC), 12-14 September 2007},
year = {2007},
address = {Ascona, Switzerland}}}
@InProceedings{NEg_STRC_2007,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Robust Optimization with Recovery: Application to Shortest Paths and Airline Scheduling},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), September 12-14},
year = {2007},
address = {Monte Verit\`a, Switzerland}}}
@InProceedings{FrejBier07_STRC,
author = {Emma Frejinger and Michel Bierlaire},
title = {Random Sampling of Alternatives for Route Choice Modeling},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), September 12-14},
year = {2007},
address = {Ascona, Switzerland}}}
@InProceedings{LeyvBierPaul07,
author = {Jean-Pierre Leyvraz and Michel Bierlaire and Patrick Paulus},
title = {Tools to evaluate future actions on the traffic in Lausanne},
booktime = {Proceedings of the 7th Swiss Transport Research Conference (STRC), September 12-14.2007},
year = {2007},
address = {Ascona, Switzerland}}}
@InProceedings{OsoBierSTRC07,
author = {Carolina Osorio and Michel Bierlaire},
title = {Describing network congestion and blocking with an analytic queueing network model},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), September 12-14},
year = {2007},
address = {Ascona, Switzerland}}}
@InProceedings{PattersonBierlaire2007a,
author = {Zachary Patterson and Michel Bierlaire},
title = {An UrbanSim Model of Brussels in a Short Timeline},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), 12-14 September},
year = {2007},
address = {Monte Verita, Switzerland}}}
@InProceedings{VaccBierSala07,
author = {Ilaria Vacca and Michel Bierlaire and Matteo Salani},
title = {Optimization at Container Terminals: Status, Trends and Perspectives},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), September 12-14},
year = {2007},
address = {Ascona, Switzerland}}}
@InProceedings{BierEggeSala07,
author = {Michel Bierlaire and Niklaus Eggenberg and Matteo Salani},
title = {Column generation methods for disrupted airline schedules},
booktime = {Proceedings of the Proceedings of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN), June 10-15},
year = {2007},
address = {Phuket, Thailand}}}
@InProceedings{BierThemZuff07a,
author = {Michel Bierlaire and Micha\"el Th\'emans and Nicolas Zufferey},
title = {A heuristic for nonlinear global optimization relevant to discrete choice models estimation},
booktime = {Proceedings of the of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN) (TRISTAN), June 10-15},
year = {2007},
address = {Phuket Island, Thailand}}}
@InProceedings{FrejBier07a,
author = {Emma Frejinger and Michel Bierlaire},
title = {Stochastic Path Generation Algorithm for Route Choice Models},
booktime = {Proceedings of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN), June 10-15},
year = {2007},
address = {Phuket Island, Thailand}}}
@InProceedings{OsoBier07,
author = {Carolina Osorio and Michel Bierlaire},
title = {An Analytic Finite Capacity Queueing Network Model Capturing Congestion and Spillbacks},
booktime = {Proceedings of the Proceedings of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN), June 10-15},
year = {2007},
address = {Phuket, Thailand}}}
@InProceedings{SpasBierMerm06b,
author = {Ivan Spassov and Michel Bierlaire and Bertrand Merminod},
title = {Map-matching for pedestrians via Bayesian inference},
booktime = {Proceedings of the European Navigation Conference (ENC), May 7-10, 2006},
year = {2006},
address = {Manchester, United Kingdom}}}
@InProceedings{BierFrejStoj06,
author = {Michel Bierlaire and Emma Frejinger and Jelena Stojanovic},
title = {A latent route choice model in Switzerland},
booktime = {Proceedings of the European Transport Conference (ETC), September 18-20},
year = {2006},
address = {Strasbourg, France}}}
@InProceedings{FrejBier06b,
author = {Emma Frejinger and Michel Bierlaire},
title = {Capturing correlation with subnetworks in route choice models},
booktime = {Proceedings of the 11th International Conference on Travel Behaviour Research (IATBR), August 16-20},
year = {2006},
address = {Kyoto, Japan}}}
@InProceedings{SpasBierMerm06c,
author = {Ivan Spassov and Michel Bierlaire and Bertrand Merminod},
title = {Bayesian Inference for Autonomous Personal Localisation Indoors},
booktime = {Proceedings of the International Symposium of Transport Simulation (ISTS), September 4-6},
year = {2006},
address = {Lausanne, Switzerland}}}
@InProceedings{AntoBierl06,
author = {Gianluca Antonini and Michel Bierlaire},
title = {Capturing interactions in pedestrian walking behavior in a discrete choice framework},
booktime = {Proceedings of the 6th Swiss Transport Research Conference (STRC), March 15-17},
year = {2006},
address = {Ascona, Switzerland}}}
@InProceedings{FosgBier06,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {A practical test for the choice of mixing distribution in discrete choice models},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 15-17},
year = {2006},
address = {Ascona, Switzerland}}}
@InProceedings{FrejBier06a,
author = {Emma Frejinger and Michel Bierlaire},
title = {Capturing Correlation in Route Choice Models using Subnetworks},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March 15-17},
year = {2006},
address = {Ascona, Switzerland}}}
@InProceedings{HessPolaBier06,
author = {Stephane Hess and John Polak and Michel Bierlaire},
title = {Confounding between substitution patterns and random taste heterogeneity},
booktime = {Proceedings of the 6th Swiss Transport Research Conference (STRC), March 15-17},
year = {2006},
address = {Ascona, Switzerland}}}
@InProceedings{HessBierPola06,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Discrete mixture Models},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March 15-17},
year = {2006},
address = {Ascona, Switzerland}}}
@InProceedings{SpasBierMerm06,
author = {Ivan Spassov and Michel Bierlaire and Bertrand Merminod},
title = {Bayesian Approach for Indoor Pedestrian Localisation},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March 15-17},
year = {2006},
address = {Ascona, Switzerland}}}
@InProceedings{ThemBier06,
author = {Micha\"el Th\'emans and Michel Bierlaire},
title = {Solving singularity issues in the estimation of econometric models},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 15-17},
year = {2006},
address = {Ascona, Switzerland}}}
@InProceedings{AbbeBierTole05-etc,
author = {Emmanuel Abbe and Michel Bierlaire and Tomer Toledo},
title = {Normalization and correlation of cross-nested logit models},
booktime = {Proceedings of the European Transport Conference (ETC), October 3-5},
year = {2005},
address = {Strasbourg, France}}}
@InProceedings{BierThem05a,
author = {Michel Bierlaire and Micha\"el Th\'emans},
title = {Algorithmic developments for the estimate of advanced discrete choice models},
booktime = {Proceedings of the 5th Swiss Transportation Research Conference (STRC), March 09-13},
year = {2005},
address = {Ascona, Switzerland}}}
@InProceedings{BierFrej05,
author = {Michel Bierlaire and Emma Frejinger},
title = {Route choice models with subpath components},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), March, 09-13},
year = {2005},
address = {Ascona, Switzerland}}}
@InProceedings{BierThem05b,
author = {Michel Bierlaire and Micha\"el Th\'emans},
title = {Development of Swiss models for transportation demand prediction in response to real-time traffic information},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 09-11},
year = {2005},
address = {Ascona, Switzerland}}}
@InProceedings{HessBierPola05,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Mixed GEV modelling of mode-choice},
booktime = {Proceedings of the Swiss Transportation Research Conference (STRC), March, 09-13},
year = {2005},
address = {Ascona, Switzerland}}}
@InProceedings{HessBierPola05b,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Interpretation of counter-intuitively signed value of travel-time saving estimates},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 09-11},
year = {2005},
address = {Ascona, Switzerland}}}
@InProceedings{HessBierPola05c,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Discrete mixtures of GEV models},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 09-11},
year = {2005},
address = {Ascona, Switzerland}}}
@InProceedings{HessBierPola05d,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Capturing taste heterogeneity and correlation structure with mixed GEV models},
booktime = {Proceedings of the 8th Annual Meeting of the Transportation Research Board (TRB), January, 9-13},
year = {2005},
address = {Washington (DC), USA}}}
@InProceedings{HessBierPola05e,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Estimation of value of travel-time saving using mixed logit models},
booktime = {Proceedings of the 84th annual Meeting of the Transportation Research Board (TRB), January, 09-13},
year = {2005},
address = {Washington (DC), USA}}}
@InProceedings{AntoVeneThirBier04,
author = {Gianluca Antonini and Santiago Venegas and Jean-Philippe Thiran and Michel Bierlaire},
title = {A discrete choice pedestrian behavior model for pedestrian detection in visual tracking systems},
booktime = {Proceedings of the Advanced Concepts for Intelligent Vision Systems (ACIVS), August 31 - Sept. 03},
year = {2004},
address = {Brussels, Belgium}}}
@InProceedings{AxhaKöniAbayBateBier04,
author = {Kay Axhausen and Arnd Koenig and Georg Abay and John Bates and Michel Bierlaire},
title = {Swiss value of travel Time Savings},
booktime = {Proceedings of the European Transport Conference (ETC), October 04-06},
year = {2004},
address = {Strasbourg, France}}}
@InProceedings{HessBierPola04,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Development and application of a mixed cross-nested logit model},
booktime = {Proceedings of the XXIth European Transport Conference (ETC), October, 04-06},
year = {2004},
address = {Strasbourg, France}}}
@InProceedings{VeneAntoThirBier04,
author = {Santiago Venegas and Gianluca Antonini and Jean-Philippe Thiran and Michel Bierlaire},
title = {Bayesian Integration of a discrete Choice Pedestrian Behavioral Model and Image Correlation Techniques for Automatic Multi Object Tracking},
booktime = {Proceedings of the International Conference on Image Processing (IEEE), October, 24-27},
year = {2004},
address = {Singapore, Singapore}}}
@InProceedings{AntoBierWebe04,
author = {Gianluca Antonini and Michel Bierlaire and Mats Weber},
title = {Simulation of Pedestrian Behaviour using a Discrete Choice Model Calibrated on Actual Motion Data},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March 24-26},
year = {2004},
address = {Ascona, Switzerland}}}
@InProceedings{HessPolaBier04,
author = {Stephane Hess and John Polak and Michel Bierlaire},
title = {Development of a mixed cross-nested logit model with an application to mode choice modelling},
booktime = {Proceedings of the 10th triennial World Conference on Transportation Research (WCTR), July, 04-08},
year = {2004},
address = {Istambul, Turkey}}}
@InProceedings{Bier03,
author = {Michel Bierlaire},
title = {BIOGEME: a free package for the estimation of discrete choice models},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 19-21},
year = {2003},
address = {Ascona, Switzerland}}}
@InProceedings{CritBier03b,
author = {Frank Crittin and Michel Bierlaire},
title = {Solving the anticipatory route guidance generation problem using a generalization of secant methods},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 19-21},
year = {2003},
address = {Ascona, Switzerland}}}
@InProceedings{CritBier03a,
author = {Frank Crittin and Michel Bierlaire},
title = {A generalization of secant methods for solving nonlinear systems of equations},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 19-21},
year = {2003},
address = {Ascona, Switzerland}}}
@InProceedings{SpadBierLieb03,
author = {Michela Spada and Michel Bierlaire and Thomas Liebling},
title = {Decision-aid Methodology for the School Bus Routing and Scheduling Problem},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 19-21},
year = {2003},
address = {Ascona, Switzerland}}}
@InProceedings{BierCrit02,
author = {Michel Bierlaire and Frank Crittin},
title = {LSQR algorithm for real-time OD estimation and prediction},
booktime = {Proceedings of the 1st Greek Transportation Research Conference, February, 21-22},
year = {2002},
address = {Athens, Greece}}}
@InProceedings{Bier02,
author = {Michel Bierlaire},
title = {The Network GEV model},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 20-22},
year = {2002},
address = {Ascona, Switzerland}}}
@InProceedings{CritBier02,
author = {Frank Crittin and Michel Bierlaire},
title = {An efficient algorithm for real-time estimation and prediction of dynamic OD table},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 20-22},
year = {2002},
address = {Ascona, Switzerland}}}
@InProceedings{TordBierBaum02,
author = {Alexandre Torday and Michel Bierlaire and Daniel Baumann},
title = {PAPABILES: Simulation-based evaluation of the impact of telematics in the Lausanne area: a pilot study. Phase 2: Third lane and ramp metering},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 20-22},
year = {2002},
address = {Ascona, Switzerland}}}
@InProceedings{BierAxhaAbay01,
author = {Michel Bierlaire and Kay Axhausen and Georg Abay},
title = {The acceptance of modal innovation: The case of Swissmetro},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 01-03},
year = {2001},
address = {Ascona, Switzerland}}}
@InProceedings{Bier01,
author = {Michel Bierlaire},
title = {A general formulation of the cross-nested logit model},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 01-03},
year = {2001},
address = {Ascona, Switzerland}}}
@InProceedings{CritBier01,
author = {Frank Crittin and Michel Bierlaire},
title = {New Algorithmic Approaches for the Anticipatory Route Guidance Generation Problem},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 01-03},
year = {2001},
address = {Ascona, Switzerland}}}
@InProceedings{TordBier01,
author = {Alexandre Torday and Michel Bierlaire},
title = {PAPABILES: Projet Autoroutier Pilote Aubonne-Belmont pour une Initiative Lausannoise d'\'evaluation par Simulation},
booktime = {Proceedings of the Swiss Transport Research Conference (STRC), March, 01-03},
year = {2001},
address = {Ascona, Switzerland}}}
@InProceedings{BenaBierBurtKoutMisha00,
author = {Moshe Ben-Akiva and Michel Bierlaire and Didier Burton and Haris Koutsopoulos and Rabi Mishalani},
title = {Simulated-based tools for dynamic traffic assignment: DynaMIT and applications},
booktime = {Proceedings of the ITS America 10th annual Meeting, May, 01-04},
year = {2000},
address = {Boston, USA}}}
@InProceedings{LiebBierCritRighStag00,
author = {Thomas Liebling and Michel Bierlaire and Frank Crittin and Franco Righetti and Antonio Stagno},
title = {Modeling and Simulation in Logistics},
booktime = {Proceedings of the IML - Module M7 (IML), April, 10-14},
year = {2000},
address = {Lausanne, Switzerland}}}
@InProceedings{BenaBierKoutMisha98,
author = {Moshe Ben-Akiva and Michel Bierlaire and Haris Koutsopoulos and Rabi Mishalani},
title = {DynaMIT: a simulation-based system for traffic prediction},
booktime = {Proceedings of the DACCORD Short-term forecasting workshop (DACCORD), February},
year = {1998},
address = {Delft, The Netherland}}}
@InProceedings{AntoBenaBierMisha97,
author = {Constantinos Antoniou and Moshe Ben-Akiva and Michel Bierlaire and Rabi Mishalani},
title = {Demand simulation for dynamic traffic assignment},
booktime = {Proceedings of the 8th IFAC Symposium on Transportation Systems (IFAC), June, 16-18},
year = {1997},
address = {Chania, Creta, Greece}}}
@InProceedings{BenaBierBottKoutMish97,
author = {Moshe Ben-Akiva and Michel Bierlaire and Jon Bottom and Haris Koutsopoulos and Rabi Mishalani},
title = {Development of a route guidance generation system for real-time application},
booktime = {Proceedings of the 8th IFAC Symposium on Transportation Systems (IFAC), June, 16-18},
year = {1997},
address = {Chania, Creta, Greece}}}
@InProceedings{AshoBenaBierChacHotzKoutMishaYang97,
author = {Kalidas Ashok and Moshe Ben-Akiva and Michel Bierlaire and Alan Chachich and Antony Hotz and Haris Koutsopoulos and Rabi Mishalani and Qi Yang},
title = {Tools for design and operations of dynamic traffic management systems},
booktime = {Proceedings of the 3rd Annual World Congress on Intelligent Transport Systems (WCITS), October},
year = {1997},
address = {Orlando (Fl), USA}}}
@Misc{2024parliament_fr,
author = {Michel Bierlaire},
title = {Transport et mobilit\'e : l'importance de la recherche},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2024parliament_fr.pdf}},
year = {2024},
note = {Presented at S\éminaire d\’introduction de l\’ETH Zurich pour les parlementaires f\éd\érales / f\éd\éraux nouvellement \élues / \élus 2024, ETH Zurich, Konolfingen, Switzerland}}}
@Misc{montreal2023,
author = {Michel Bierlaire},
title = {Solving a pricing problem under irrational behavior},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/montreal2023.pdf}},
year = {2023},
note = {Presented at Seminar of the Canada Excellence Research Chair in Data Science for Real-Time Decision-Making, Polytechnique Montr\éal, Montr\éal, Canada}}}
@Misc{2023NOW,
author = {Tom Haering and Ivana Ljubic and Michel Bierlaire},
title = {A Spatial Branch and Benders Decomposition Algorithm for Continuous Pricing with Advanced Discrete Choice Demand Modeling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023NOW.pdf}},
year = {2023},
note = {Presented at Network Optimization Workshop, CIRRELT, Montr\éal, La Spezia, Italy}}}
@Misc{BierDCM2023,
author = {Michel Bierlaire},
title = {New features in Biogeme},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BierDCM2023.pdf}},
year = {2023},
note = {Presented at 15th workshop on Discrete Choice Models, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{essec2023,
author = {Michel Bierlaire},
title = {Mathematical Modeling of Irrational Behavior: towards a linear formulation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/essec2023.pdf}},
year = {2023},
note = {Presented at Seminar of the Department of Information Systems, Decision Sciences and Statistics, ESSEC, Paris, France}}}
@Misc{2023istanbul,
author = {Michel Bierlaire},
title = {Optimization and Discrete Choice Models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023istanbul.pdf}},
year = {2023},
note = {Presented at Distinguished Seminar Series, Koc University, Istanbul, Turkey}}}
@Misc{2023dtu,
author = {Janody Pougala and Negar Rezvany and Michel Bierlaire},
title = {Modeling intra-household interactions and in-home activities in activity-based models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023dtu.pdf}},
year = {2023},
note = {Presented at Seminar of the Department of Technology, Management and Economics, Technical University of Denmark (DTU), Lyngby, Denmark}}}
@Misc{2023sion,
author = {Janody Pougala and Negar Rezvany and Michel Bierlaire},
title = {Disaggregate activity scheduling models
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023sion.pdf}},
year = {2023},
note = {Presented at Seminar of the Industrial Process and Energy Systems Engineering group, EPFL, Sion}}}
@Misc{2022Paris,
author = {Michel Bierlaire},
title = {Mathematical modeling of human behavior: application to mobility },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2022Paris.pdf}},
year = {2022},
note = {Presented at Mod\èles et algorithmes: du discret au continu, B\ézout Labex, Marne-la-Vall\ée, France}}}
@Misc{heart2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = { Activity-based models: an optimization approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/heart2022.pdf}},
year = {2022},
note = {Presented at hEART 2022: 10th Symposium of the European Association for Research in Transportation, Leuven, Belgium}}}
@Misc{2021AbuDhabi_bis,
author = {Nicola Ortelli and Michel Bierlaire},
title = {Assisted specification of discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2021AbuDhabi_bis.pdf}},
year = {2021},
note = {Presented at Traffic seminar series, New York University, Abu Dhabi, UAE}}}
@Misc{2021NYUAD,
author = {Michel Bierlaire},
title = {Disaggregate demand models and optimization: challenges and research avenues},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2021NYUAD.pdf}},
year = {2021},
note = {Presented at Engineering Seminar Series, New York University, Abu Dhabi, UAE}}}
@Misc{2021Aix,
author = {Michel Bierlaire},
title = {Disaggregate Demand Models and Optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2021Aix.pdf}},
year = {2021},
note = {Presented at Seminar of the Manufacturing Sciences and Logistics Department, Ecole des Mines de Saint-Etienne, Carry-le-Rouet}}}
@Misc{2021Torino,
author = {Michel Bierlaire},
title = {Human behavior and optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2021Torino.pdf}},
year = {2021},
note = {Presented at Seminar of the Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy}}}
@Misc{2021Luxembourg,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Reconstructing daily schedules of individuals: a utility maximization approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2021Luxembourg.pdf}},
year = {2021},
note = {Presented at Lunch Seminar in Economics, Department of Economics and Management, University of Luxembourg , Luxembourg}}}
@Misc{Cambridge2020,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Activity-based models: an optimization perspective},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Cambridge2020.pdf}},
year = {2020},
note = {Presented at Applied Urban Modelling Symposium 2020, The Martin Centre for Architectural and Urban Studies, University of Cambridge, Cambridge, UK}}}
@Misc{2019AbuDhabi,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Scheduling of daily activities: an optimization approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2019AbuDhabi.pdf}},
year = {2019},
note = {Presented at The 5th NYUAD Transportation Symposium, NYUAD Research Center for Interacting Urban Networks, Abu Dhabi, UAE}}}
@Misc{2019Leeds,
author = {Michel Bierlaire},
title = {Discrete choice and machine learning: Thomson and Thompson?},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2019Leeds.pdf}},
year = {2019},
note = {Presented at Seminar of the Choice Modelling Center, University of Leeds, United Kingdom}}}
@Misc{delft2018,
author = {Michel Bierlaire},
title = {Incorporating behavioral model into transport optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/delft2018.pdf}},
year = {2018},
note = {Presented at Incorporating Behavioural Science into Transport Modelling for Facing Future Challenges of Vehicle Automation, TU Delft, Delft, The Netherlands}}}
@Misc{2018abudhabi,
author = {Michel Bierlaire and Nicholas Molyneaux and Riccardo Scarinci and Yuki Oyama},
title = {Smart transfers through unravelling urban form and travel flow dynamics},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2018abudhabi.pdf}},
year = {2018},
note = {Presented at The 4th NYUAD Transportation Symposium, New-York University, Abu Dhabi}}}
@Misc{2018MATTS,
author = {Michel Bierlaire},
title = {Discrete choice and machine learning: two peas in a pod?},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2018MATTS.pdf}},
year = {2018},
note = {Presented at Mathematics Applied in Transport and Traffic Systems, Delft University of Technology, Delft, The Netherlands}}}
@Misc{ROTTERDAM2018,
author = {Michel Bierlaire},
title = {From moving vehicles to moving people: mobility as a service},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ROTTERDAM2018.pdf}},
year = {2018},
note = {Presented at Workshop: Future of Public Transport, Erasmus Universiteit, Rotterdam, The Netherlands}}}
@Misc{2017ARE,
author = {Bilal Farooq and Michel Bierlaire},
title = {Simulation-based population synthesis using Gibbs sampling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2017ARE.pdf}},
year = {2017},
note = {Presented at Conference on synthetic population, Swiss Federal Office for Spatial Development , Bern, Switzerland}}}
@Misc{informsTutorial2017,
author = {Michel Bierlaire and Virginie Lurkin},
title = {Introduction to Disaggregate Demand Models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/informsTutorial2017.pdf}},
year = {2017},
note = {Presented at INFORMS Annual Meeting Houston, Institute for Operations Research and the Management Sciences, Houston, Tx}}}
@Misc{berne2017,
author = {Michel Bierlaire},
title = {Calculating indicators with Biogeme},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/berne2017.pdf}},
year = {2017},
note = {Presented at Choice Modelling in Environmental Research:
Challenges, Applications and New Trends, Centre for Development and Environment, University of Bern, Switzerland}}}
@Misc{epflEnergy2017,
author = {Michel Bierlaire},
title = {Mathematical models of behavior for the prediction of
demand in transportation and energy},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/epflEnergy2017.pdf}},
year = {2017},
note = {Presented at Seminar of the Distributed Electrical Systems Laboratory, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{NEWCASTLE17,
author = {Michel Bierlaire and Meritxell Pacheco},
title = {From Complex Travel Behaviour to Optimization: the Methodological Challenges},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NEWCASTLE17.pdf}},
year = {2017},
note = {Presented at Transport Seminar Series, School of Civil Engineering and Geosciences, Newcastle University, Newcastle upon Tyne}}}
@Misc{GZ2016-1,
author = {Michel Bierlaire},
title = {Introduction to choice modeling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/GZ2016-1.pdf}},
year = {2017},
note = {Presented at Invited lecture, GuangDong University of Technology
, Guangzhou, China}}}
@Misc{GZ2016-2,
author = {Michel Bierlaire and Meritxell Pacheco},
title = {Using disaggregate demand models in operations research},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/GZ2016-2.pdf}},
year = {2017},
note = {Presented at Invited seminar, GuangDong University of Technology
, Guangzhou, China}}}
@Misc{HK2016-1,
author = {Michel Bierlaire},
title = {Dynamic choice models with panel data},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/HK2016-1.pdf}},
year = {2017},
note = {Presented at Invited lecture, Department of Civil and Environmental Engineering
The Hong Kong Polytechnic University, Hong Kong}}}
@Misc{HK2016-2,
author = {Michel Bierlaire},
title = {Demand forecasting with discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/HK2016-2.pdf}},
year = {2017},
note = {Presented at Invited lecture, Department of Civil and Environmental Engineering
The Hong Kong Polytechnic University, Hong Kong}}}
@Misc{HK2016-3,
author = {Michel Bierlaire and Meritxell Pacheco},
title = {Integrating advanced discrete choice models into (mixed) integer linear optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/HK2016-3.pdf}},
year = {2017},
note = {Presented at Invited seminar, Department of Civil and Environmental Engineering
The Hong Kong Polytechnic University, Hong Kong}}}
@Misc{abuDhabi2016,
author = {Michel Bierlaire and Marija Nikolic and Riccardo Scarinci},
title = {Pedestrians: the new kings of smart cities},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/abuDhabi2016.pdf}},
year = {2016},
note = {Presented at The 2nd NYUAD Transportation Symposium, NYU Abu Dhabi, Abu Dhabi, UAE}}}
@Misc{mbidelft2016,
author = {Michel Bierlaire},
title = {Incorporating advanced behavioral models in integer optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbidelft2016.pdf}},
year = {2016},
note = {Presented at Random Regret Models Symposium, TU Delft, The Netherlands}}}
@Misc{CICTP2016_Bierlaire,
author = {Michel Bierlaire},
title = {User-centric flexible
transportation systems},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/CICTP2016_Bierlaire.pdf}},
year = {2016},
note = {Presented at 16th COTA conference International Conference of Transportation Professionals, Shanghai, China}}}
@Misc{mbiTristan2016,
author = {Michel Bierlaire and Shadi {Sharif Azadeh}},
title = {Discrete choice models and operations research: a
difficult combination},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiTristan2016.pdf}},
year = {2016},
note = {Presented at 9th Triennial Symposium on Transportation Analysis , TRISTAN, Oranjestad, Aruba}}}
@Misc{mbiCergy2015,
author = {Michel Bierlaire},
title = {Discrete choice and discrete optimization: a continuous quest for integration},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiCergy2015.pdf}},
year = {2015},
note = {Presented at Seminar on Advances on Discrete Choice models In the honor of Daniel McFadden, Universit\é de Cergy-Pontoise, Cergy-Pontoise, France}}}
@Misc{mbiMath2015,
author = {Michel Bierlaire},
title = {The behavioral dimension of optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiMath2015.pdf}},
year = {2015},
note = {Presented at Seminar of Numerical Analysis, Institute of Computational Science and Engineering, EPFL, Lausanne, Switzerland}}}
@Misc{mbiIpam2015,
author = {Michel Bierlaire},
title = {Demand and supply optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiIpam2015.pdf}},
year = {2015},
note = {Presented at New Directions in Mathematical Approaches for Traffic Flow Management: Decision Support for Traffic, Institute for Pure and Applied Mathematics, UCLA, Los Angeles}}}
@Misc{mbiCirrelt2015,
author = {Michel Bierlaire and Shadi {Sharif Azadeh}},
title = {Incorporating advanced behavioral models in integer optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiCirrelt2015.pdf}},
year = {2015},
note = {Presented at CIRRELT Seminar, Interuniversity Research Center om Enterprise Networks, Logistics and Transportation, Montr\éal, Canada}}}
@Misc{NOW15,
author = {Michel Bierlaire and Stefan Binder and Yousef Maknoon and Tom\'a\v{s} Robenek},
title = {Passenger-centric railway operations},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NOW15.pdf}},
year = {2015},
note = {Presented at Network Optimization Workshop, La Rochelle, France}}}
@Misc{mbiBrescia,
author = {Michel Bierlaire and Stefan Binder and Yousef Maknoon and Tom\'a\v{s} Robenek},
title = {Demand-based scheduling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiBrescia.pdf}},
year = {2015},
note = {Presented at Seminar of the Dpt of Economics and Management, University of Brescia, Italy}}}
@Misc{mbiDelft2014,
author = {Michel Bierlaire and Marija Nikolic and Flurin H\"anseler and Antonin Danalet and Riccardo Scarinci},
title = {Modeling opportunities from modern pedestrian data},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiDelft2014.pdf}},
year = {2014},
note = {Presented at TRAIL Master Class on Urban Mobility Laboratory, TU Delft, Deflt, The Netherlands}}}
@Misc{MONTREAL14,
author = {Michel Bierlaire},
title = {Simulation and optimization in transportation: an overview},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MONTREAL14.pdf}},
year = {2014},
note = {Presented at S\éminaire de la chaire CN en intermodalit\é des transports, CIRRELT, Montr\éal, Canada}}}
@Misc{LUX14,
author = {Michel Bierlaire},
title = {Route choice models: bringing behavioral aspects into shortest path},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LUX14.pdf}},
year = {2014},
note = {Presented at Graphs and Decisions, University of Luxembourg}}}
@Misc{LEEDS14,
author = {Xinjun Lai and Michel Bierlaire},
title = {Specification of the cross nested logit model with sampling of alternatives for route choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LEEDS14.pdf}},
year = {2014},
note = {Presented at International workshop on current topics in choice modelling, University of Leeds, Leeds, UK}}}
@Misc{SANTIAGO13,
author = {Michel Bierlaire and Antonin Danalet and Flurin H\"anseler and Marija Nikolic},
title = {Recent trends in pedestrian modeling at EPFL},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/SANTIAGO13.pdf}},
year = {2013},
note = {Presented at Congreso Chileno de Ingenier\ía de Transporte, Instituto Sistemas Complejos de Ingenier\ía, Santiago, Chile}}}
@Misc{NESTLE13,
author = {Michel Bierlaire},
title = {Modeling behavior to support economical decisions},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NESTLE13.pdf}},
year = {2013},
note = {Presented at Modelling Expert Network Workshop, Nestle, Konolfingen, Switzerland}}}
@Misc{ISTTT13,
author = {Michel Bierlaire},
title = {Mixtures and latent variables in discrete choice models: an introduction},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ISTTT13.pdf}},
year = {2013},
note = {Presented at International Symposium on Transportation and Traffic Theory, Delft, The Netherlands}}}
@Misc{NOW13,
author = {Michel Bierlaire and Bilge Atasoy and Matteo Salani and Claudio Leonardi},
title = {Impact analysis of a exible air transportation system: Clip-Air},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NOW13.pdf}},
year = {2013},
note = {Presented at Network Optimization Workshop, Syracuse, Italy}}}
@Misc{Tristan_BierNit13,
author = {Michel Bierlaire and Nitish Umang},
title = {Berth Allocation Problem in Real Time},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Tristan_BierNit13.pdf}},
year = {2013},
note = {Presented at TRISTAN VIII, San Pedro De Atacama, Chile}}}
@Misc{MIT2013,
author = {Michel Bierlaire and Bilal Farooq and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {Simulation based Population Synthesis},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT2013.pdf}},
year = {2013},
note = {Presented at Transportation@MIT Seminar Series, Massachusetts Institute of Technology, Cambridge, MA}}}
@Misc{DINALOG13,
author = {Michel Bierlaire},
title = {Introduction to disaggregate demand models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/DINALOG13.pdf}},
year = {2013},
note = {Presented at Dinalog Winterschool 2013, Dutch Institute for Advanced Logistics (Dinalog), Breda, The Netherlands}}}
@Misc{IATBR2012,
author = {Jingmin Chen and Michel Bierlaire},
title = {Probabilistic multimodal map-matching with rich smartphone data},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IATBR2012.pdf}},
year = {2012},
note = {Presented at 13th International Conference on Travel Behavior Research, Toronto, Canada}}}
@Misc{BierBoyaKumaBind12,
author = {Michel Bierlaire and Burak Boyaci and Prem Kumar and Stefan Binder},
title = {Cost Optimization for the Capacitated Railroad Blocking and Train Design Problem},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BierBoyaKumaBind12.pdf}},
year = {2012},
note = {Presented at 5th International Workshop on Freight Transportation and Logistics, Mykonos, Greece}}}
@Misc{Bilbao_Nov2011,
author = {Michel Bierlaire and Aur\'elie Glerum and Bilge Atasoy and Micha\"el Th\'emans},
title = {Integrating Latent Concepts in Demand Models },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Bilbao_Nov2011.pdf}},
year = {2011},
note = {Presented at Seminar of the Department of Applied Economics, University of the Basque Country, Bilbao, Spain}}}
@Misc{mbiNato11,
author = {Michel Bierlaire},
title = {Modeling and Simulation of Human Choices: from Utility Theory to Applications},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiNato11.pdf}},
year = {2011},
note = {Presented at Symposium on \"Enhance or Replace: Finding the Right Live vs. Synthetic Balance\", North Atlantic Treaty Organization, Bern, Switzerland}}}
@Misc{ICMC11-Bilge,
author = {Bilge Atasoy and Aur\'elie Glerum and Michel Bierlaire},
title = {Mode choice with attitudinal latent class: a Swiss case-study},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ICMC11-Bilge.pdf}},
year = {2011},
note = {Presented at Second International Choice Modeling Conference, Leeds, UK}}}
@Misc{TECHNION11,
author = {Michel Bierlaire},
title = {Using smartphone data for travel demand analysis: challenges and opportunities},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TECHNION11.pdf}},
year = {2011},
note = {Presented at Emerging issues and methods in policy-oriented travel demand analysis, Transportation Research Institute, the Technion, Haifa, Isra\ël}}}
@Misc{BERKELEY11,
author = {Michel Bierlaire},
title = {From smartphone data to route choice modeling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BERKELEY11.pdf}},
year = {2011},
note = {Presented at ITS Friday Seminar, Institute of Transportation Studies, University of California, Berkeley}}}
@Misc{iTEAMTRB11,
author = {Michel Bierlaire and Jingmin Chen and Gunnar Fl\"otter\"od},
title = {Mobility detection with smartphone data},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/iTEAMTRB11.pdf}},
year = {2011},
note = {Presented at iTEAM Workshop 2011, Washington, DC.}}}
@Misc{TRAIL10,
author = {Michel Bierlaire},
title = {Discrete choice models with latent classes and variables},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TRAIL10.pdf}},
year = {2010},
note = {Presented at TRAIL Congress , The Netherlands Research School for Transport, Infrastructure and Logistics , Rotterdam, The Netherlands}}}
@Misc{VEHFUTUR10,
author = {Michel Bierlaire and Jingmin Chen and Jeffrey Newman},
title = {Map matching with smartphones GPS data},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/VEHFUTUR10.pdf}},
year = {2010},
note = {Presented at Deuxi\ème s\éminaire recherche franco-suisse, P\ôle V\éhicule du Futur, Strasbourg, France}}}
@Misc{DCA2010_GPS,
author = {Jingmin Chen and Michel Bierlaire and Jeffrey Newman},
title = {Modeling Route Choice Behavior From Smartphone GPS data},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/DCA2010_GPS.pdf}},
year = {2010},
note = {Presented at Sixth Workshop on Discrete Choice Models, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{Online_iTEAM10,
author = {Gunnar Fl\"otter\"od and Michel Bierlaire},
title = {Online calibration of dynamic traffic assignment},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Online_iTEAM10.pdf}},
year = {2010},
note = {Presented at Integrated Modeling and Simulation Workshop, Lisbon, Portugal}}}
@Misc{TristanEggSalBie2010,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Robust and Recoverable Maintenance Routing Schedules },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TristanEggSalBie2010.pdf}},
year = {2010},
note = {Presented at Tristan VII, Triennial Symposium on Transportation Analysis, Tromso, Norway}}}
@Misc{NokiaA3,
author = {Michel Bierlaire},
title = {Modeling mobility patterns from smart phone data},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NokiaA3.pdf}},
year = {2010},
note = {Presented at Du transport \à la demande \à la mobilit\é flexible : Les solutions apport\ées par le centre de transport de l\’EPFL aux nouvelles exigences de notre soci\ét\é, Transortation Center, EPFL, Lausanne, Switzerland}}}
@Misc{IVT10,
author = {Michel Bierlaire},
title = {Estimating hybrid choice models with the new version of Biogeme},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IVT10.pdf}},
year = {2010},
note = {Presented at Seminar series, Institute for Transport Planning and Systems, ETHZ, Z\ürich, Switzerland}}}
@Misc{mbiPedestrianJeddah,
author = {Michel Bierlaire},
title = {Recent research challenges in pedestrian modeling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiPedestrianJeddah.pdf}},
year = {2010},
note = {Presented at Transport and Crowd Management Workshop, Center of Research Excellence in Hajj and Omrah, Jeddah, Saudi Arabia}}}
@Misc{BLANK10,
author = {Michel Bierlaire},
title = {Mathematical modeling of behavior},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BLANK10.pdf}},
year = {2010},
note = {Presented at S\éminaire 3e cycle d'optimisation, FUNDP, University of Namur, Belgium, Blankenberge, Belgium}}}
@Misc{TRB2010,
author = {Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {Analysis of Implicit Choice Set Generation Using the Constrained Multinomial-Logit Model},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TRB2010.pdf}},
year = {2010},
note = {Presented at TRB 89th Annual Meeting, Transportation Research Board, Washington, DC.}}}
@Misc{IATBR09_EMMA,
author = {Emma Frejinger and Michel Bierlaire},
title = {Route Choice Analysis: Data, Models, Algorithms and Applications},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IATBR09_EMMA.pdf}},
year = {2009},
note = {Presented at The 12th International Conference on Travel Behaviour Research, International Association for Travel Behaviour Research, Jaipur, India}}}
@Misc{MOVIMENTO09,
author = {Michel Bierlaire and Etienne Doyen and Vincent Kaufmann and Martin Schuler},
title = {Mobilit\'e combin\'ee. Enseignements et pistes d'action.},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MOVIMENTO09.pdf}},
year = {2009},
note = {Presented at Movimento, Car Postal, Bern, Switzerland}}}
@Misc{EUROCITIES09,
author = {Jeffrey Newman and Jingmin Chen and Michel Bierlaire},
title = {Collecting mobility data with smartphones: challenges and opportunities},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/EUROCITIES09.pdf}},
year = {2009},
note = {Presented at Eurocities DATTA 3rd Workshop \"Travel and activity rhythms: from new methodologies to empirical evidence\", Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{WDCA09,
author = {Michel Bierlaire and Ricardo Hurtubia and Gunnar Fl\"otter\"od},
title = {Experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/WDCA09.pdf}},
year = {2009},
note = {Presented at Workshop on discrete choice models, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{PSI09,
author = {Michel Bierlaire and Sonia Lavadinho},
title = {Trace: the new transportation center at EPFL},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/PSI09.pdf}},
year = {2009},
note = {Presented at French-Swiss workshop with CCEM and the P\ôle \"V\éhicule du futur\", Competence Center Energy and Mobility, Villingen, Switzerland}}}
@Misc{CHOROS09,
author = {Michel Bierlaire},
title = {L{\textquoteright}espace : un point de vue math\'ematique avec applications \`a l{\textquoteright}analyse de la mobilit\'e},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/CHOROS09.pdf}},
year = {2009},
note = {Presented at Journ\ée d'\étude \"Penser l'espace\", Laboratoire CHOROS, EPFL, Lausanne, Switzerland}}}
@Misc{LYSIS09,
author = {Michel Bierlaire},
title = {Some research projects at the Transport and Mobility Laboratory (EPFL)},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LYSIS09.pdf}},
year = {2009},
note = {Presented at Offsite meeting Lysis, Lysis, Nagravision, Lutry, Switzerland}}}
@Misc{ISBIS09,
author = {Michel Bierlaire},
title = {Estimation of discrete choice models under various sampling strategies},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ISBIS09.pdf}},
year = {2009},
note = {Presented at European Regional Meeting, International Society for Business and Industrial Statistics, Cagliari, Italy}}}
@Misc{mbiNestle09,
author = {Michel Bierlaire},
title = {Discrete choice models: a glance at the state-of-the-art and the state-of-practice},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/mbiNestle09.pdf}},
year = {2009},
note = {Presented at Research seminar, Nestl\é Research Center, Lausanne, Switzerland}}}
@Misc{STOCK09,
author = {Thomas Robin and Gianluca Antonini and Michel Bierlaire and Javier Cruz},
title = {Validation of a discrete choice model in the context of pedestrian walking behavior },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STOCK09.pdf}},
year = {2009},
note = {Presented at Seminar of the Centre for Transport Studies, KTH - The Royal Institute of Technology, Stockholm, Sweden}}}
@Misc{INRETS09,
author = {Michel Bierlaire},
title = {Introduction to mixtures in discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/INRETS09.pdf}},
year = {2009},
note = {Presented at S\éminaire \"Mod\èles de trafic\", Institut National de Recherche sur les Transports et leur S\écurit\é (INRETS), Paris, France}}}
@Misc{ETHZ09,
author = {Michel Bierlaire},
title = {Recent developments in discrete choice modeling: properties of the Multivariate Extreme Value models and their impact on applications},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ETHZ09.pdf}},
year = {2009},
note = {Presented at Lunch Seminar in Energy, Environmental and Resource Economics, Centre for Energy Policy and Economics, ETHZ, Z\ürich, Switzerland}}}
@Misc{LEEDS09a,
author = {Michel Bierlaire},
title = {Automatic facial expression recognition: a discrete choice approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LEEDS09a.pdf}},
year = {2009},
note = {Presented at International Choice Modelling Conference, Institute for Transport Studies at the University of Leeds, Harrogate, UK}}}
@Misc{LEEDS09b,
author = {Michel Bierlaire},
title = {Parallel computing for simulated maximum likelihood estimation in Biogeme},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LEEDS09b.pdf}},
year = {2009},
note = {Presented at International Choice Modelling Conference, Institute for Transport Studies at the University of Leeds, Harrogate, UK}}}
@Misc{MITNokia09,
author = {Michel Bierlaire and Jeffrey Newman},
title = {Exploiting mobility data from Nokia smartphones},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MITNokia09.pdf}},
year = {2009},
note = {Presented at Seminar of the Intelligent Transportation Systems Program, Massachusetts Institute of Technology, Cambridge, Ma}}}
@Misc{STRC08COFF,
author = {Francesco Martinez and Ennio Cascetta and Francesca Pagliara and Michel Bierlaire and Kay Axhausen},
title = {An application of the constrained multinomial Logit (CMNL) for modeling dominated choice alternatives},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC08COFF.pdf}},
year = {2008},
note = {Presented at Swiss Transport Research Conference 2008, Ascona, Switzerland}}}
@Misc{ETC08CUTOF,
author = {Francesco Martinez and Ennio Cascetta and Francesca Pagliara and Michel Bierlaire and Kay Axhausen},
title = {Modeling dominated choice alternatives using the constrained multinomial logit },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ETC08CUTOF.pdf}},
year = {2008},
note = {Presented at European Transport Conference 2008, Leiden, The Netherlands}}}
@Misc{GOM08,
author = {Michel Bierlaire and Micha\"el Th\'emans and Nicolas Zufferey},
title = {A heuristic for nonlinear global optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/GOM08.pdf}},
year = {2008},
note = {Presented at Graph and Optimization Meeting 2008, Saint-Maximin La Sainte Baume, France}}}
@Misc{TCS08,
author = {Michel Bierlaire and Vincent Kaufmann and Sonia Lavadinho},
title = {Swiss Transport Research in Motion},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TCS08.pdf}},
year = {2008},
note = {Presented at Visionen einer besseren Mobilit\ät, Mobility Academy, TCS, Verkehrshaus, Luzern}}}
@Misc{SASSARI08,
author = {Michel Bierlaire},
title = {The complex nature of route choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/SASSARI08.pdf}},
year = {2008},
note = {Presented at Trasporti, Ambiente, Territorio: la ricerca di un nuovo equilibrio, Societ\à Italiana di Economia dei Trasporti e della logistica, Sassari, Italy}}}
@Misc{BERLIN08,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {Recovery of disrupted airline schedules},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BERLIN08.pdf}},
year = {2008},
note = {Presented at Seminartermin des Forschungs-Centrums Netzindustrien und Infrastruktur (CNI), TU Berlin, Berlin, Germany}}}
@Misc{DTUETC08,
author = {Niklaus Eggenberg and Matteo Salani and Michel Bierlaire},
title = {An algorithm for the recovery of disrupted airline schedules},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/DTUETC08.pdf}},
year = {2008},
note = {Presented at Methodological Innovation Seminar, Department of Transport, Danish Technical University, Lyngby, Denmark}}}
@Misc{OSLO08GO,
author = {Michel Bierlaire and Micha\"el Th\'emans and Nicolas Zufferey},
title = {A heuristic for nonlinear global optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/OSLO08GO.pdf}},
year = {2008},
note = {Presented at Seminar, Applied Mathematics Dpt, SINTEF, Norwegian University of Science and Technology, Oslo, Norway}}}
@Misc{OSLO08RC,
author = {Michel Bierlaire},
title = {Route choice models: Introduction and recent developments},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/OSLO08RC.pdf}},
year = {2008},
note = {Presented at Seminar, Applied Mathematics Dpt, SINTEF, Norwegian University of Science and Technology, Oslo, Norway}}}
@Misc{STOCK08,
author = {Michel Bierlaire and Emma Frejinger},
title = {Some challenges in route choice modeling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STOCK08.pdf}},
year = {2008},
note = {Presented at Seminar, Transport and Economics Dpt, Royal Institute of Technology, Stockholm, Sweden}}}
@Misc{DTU08,
author = {Thomas Robin and Michel Bierlaire and Gianluca Antonini and Javier Cruz},
title = {Validation of a discrete choice model of walking behavior},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/DTU08.pdf}},
year = {2008},
note = {Presented at Seminar of the Centre for Traffic and Transport, Technical University of Denmark, Lyngby, Denmark}}}
@Misc{ETHZ07,
author = {Michel Bierlaire},
title = {Advances in route choice modelling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ETHZ07.pdf}},
year = {2007},
note = {Presented at Neue Entwicklungen in der Entscheidungsmodellierung, Institute for Transport Planning and Systems, ETHZ, Zurich, Switzerland}}}
@Misc{LISBON07,
author = {Michel Bierlaire},
title = {A short discussion about travel demand models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LISBON07.pdf}},
year = {2007},
note = {Presented at Seminar, Instituto Superior Tecnico, Universidade Tecnina da Lisboa, Lisbon, Portugal}}}
@Misc{INAUG07,
author = {Michel Bierlaire},
title = {Modeling the human dimension of transport},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/INAUG07.pdf}},
year = {2007},
note = {Presented at Le\çon inaugurale, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{VRLAB07,
author = {Michel Bierlaire},
title = {Modeling the walking behavior of pedestrians},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/VRLAB07.pdf}},
year = {2007},
note = {Presented at Workshop on Locomotion Models in Animation, Robotics, and Biomechanics, Virtual Reality Lab, EPFL, Lausanne, Switzerland}}}
@Misc{MBI-ETC07,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Discrete choice models with multiplicative error terms},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MBI-ETC07.pdf}},
year = {2007},
note = {Presented at European Transport Conference, Leeuwenhorst, The Netherlands}}}
@Misc{BierDca07,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Circumventing the problem of the scale: discrete choice models with multiplicative error terms},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BierDca07.pdf}},
year = {2007},
note = {Presented at Third Workshop on Discrete Choice Models, Transport and Mobility Laboratory, EPFL, EPFL, Lausanne, Switzerland}}}
@Misc{ICIAM07,
author = {Michel Bierlaire},
title = {BIOGEME: an open source package for the estimation of advanced discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ICIAM07.pdf}},
year = {2007},
note = {Presented at 6th International Congress on Industrial and Applied Mathematics, Zuerich, Switzerland}}}
@Misc{NESTLE07,
author = {Michel Bierlaire},
title = {Modelling and forecasting human behaviours: new challenges and opportunities},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NESTLE07.pdf}},
year = {2007},
note = {Presented at R and D Management Conference, Nestl\é, Lausanne, Switzerland}}}
@Misc{DTU07,
author = {Michel Bierlaire and Emma Frejinger},
title = {Three challenges in route choice modeling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/DTU07.pdf}},
year = {2007},
note = {Presented at Seminar, Technical University of Denmark, Copenhagen, Denmark}}}
@Misc{TRISTAN-MB,
author = {Ivan Spassov and Michel Bierlaire and Bertrand Merminod},
title = {Map-based Autonomous Personal Localization and Tracking},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TRISTAN-MB.pdf}},
year = {2007},
note = {Presented at TRISTAN VI, Phuket, Thailand}}}
@Misc{CERGY07,
author = {Michel Bierlaire and Denis Bolduc and Dan McFadden},
title = {The estimation of multivariate extreme value models from choice-based samples},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/CERGY07.pdf}},
year = {2007},
note = {Presented at Mod\èles de choix discrets. Applications en transport et marketing, ESSEC Business School, Cergy-Pontoise, France}}}
@Misc{Fundp07,
author = {Michel Bierlaire and Micha\"el Th\'emans and Nicolas Zufferey},
title = {A heuristic for global nonlinear optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Fundp07.pdf}},
year = {2007},
note = {Presented at S\éminaire du Groupe de Recherche sur les Transports, FUNDP - Universit\é de Namur, Namur, Belgium}}}
@Misc{BierCore07,
author = {Michel Bierlaire},
title = {Discrete choice models and heuristics for global nonlinear optimization},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BierCore07.pdf}},
year = {2007},
note = {Presented at Mathematical Programming Seminar, Center for Operations Research and Econometrics, Louvain-La-Neuve, Belgium}}}
@Misc{ENPC06,
author = {Michel Bierlaire},
title = {Divers aspects de la mod\'elisation de la demande en transport},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ENPC06.pdf}},
year = {2006},
note = {Presented at S\éminaire du Laboratoire Ville, Mobilit\é et Transports, Ecole Nationale des Ponts et Chauss\ées, Marne la Vall\ée, France}}}
@Misc{MIT06MICHE,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Circumventing the problem of the scale: discrete choice models with multiplicative error terms},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT06MICHE.pdf}},
year = {2006},
note = {Presented at Seminar, Intelligent Transportation Systems Program, Massachussetts Institute of Technology, Cambridge, Ma (USA)}}}
@Misc{PROCIDA-06,
author = {Michel Bierlaire},
title = {Recent methodological developments in discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/PROCIDA-06.pdf}},
year = {2006},
note = {Presented at Metodi, modelli e tecnologie dell'informazione a supporto delle decisioni, Universit\à di Napoli \– Federico II, Procida, Italy}}}
@Misc{ETC-GEV,
author = {Michel Bierlaire and Denis Bolduc and Dan McFadden},
title = {The estimation of generalized extreme value models from choice-based samples},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ETC-GEV.pdf}},
year = {2006},
note = {Presented at European Transport Conference, Strasbourg, France}}}
@Misc{ETC06-MIC,
author = {Michel Bierlaire and Micha\"el Th\'emans},
title = {Solving singularity issues in the estimation of econometric models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ETC06-MIC.pdf}},
year = {2006},
note = {Presented at European Transport Conference, Strasbourg, France}}}
@Misc{FUNDP06,
author = {Gianluca Antonini and Michel Bierlaire},
title = {Mod\'elisation du comportement de marche des pi\'etons},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/FUNDP06.pdf}},
year = {2006},
note = {Presented at S\éminaire du GRT, Facult\és Universitaires Notre-Dame de la Paix, Namur, Belgium}}}
@Misc{LUND06,
author = {Gianluca Antonini and Michel Bierlaire},
title = {Discrete Choice Models for Pedestrian Walking Behavior},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LUND06.pdf}},
year = {2006},
note = {Presented at Seminar on Cognitive Vision in Traffic analyses, Lund University, Lund, Sweden}}}
@Misc{STRC06-DIS,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Discrete mixtures models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC06-DIS.pdf}},
year = {2006},
note = {Presented at Swiss Transportation Research Conference, Ascona, Switzerland}}}
@Misc{STRC06-HES,
author = {Stephane Hess and Michel Bierlaire and John Polak},
title = {Confounding between substitution patterns and random taste heterogeneity},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC06-HES.pdf}},
year = {2006},
note = {Presented at Swiss Transportation Research Conference, Ascona, Switzerland}}}
@Misc{STRC06-MOG,
author = {Mogens Fosgerau and Michel Bierlaire},
title = {Extending and testing mixtures of the multinomial logit model},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC06-MOG.pdf}},
year = {2006},
note = {Presented at Swiss Transportation Research Conference, Ascona, Switzerland}}}
@Misc{STRC06-PED,
author = {Gianluca Antonini and Michel Bierlaire},
title = {Modelling pedestrian interactions with discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC06-PED.pdf}},
year = {2006},
note = {Presented at Swiss Transportation Research Conference, Ascona, Switzerland}}}
@Misc{ETC05,
author = {Michel Bierlaire and Emmanuel Abbe and Tomer Toledo},
title = {Normalization and correlation of cross-nested logit models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ETC05.pdf}},
year = {2005},
note = {Presented at European Transport Conference, Strasbourg, France}}}
@Misc{ERSA05,
author = {Michel Bierlaire and Denis Bolduc and Dan McFadden},
title = {Sampling issues with GEV models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ERSA05.pdf}},
year = {2005},
note = {Presented at Conference of the European Regional Science Association, Amsterdam, The Netherlands}}}
@Misc{ENAC05,
author = {Michel Bierlaire},
title = {Transportation analysis: a bottom-up approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ENAC05.pdf}},
year = {2005},
note = {Presented at Seminar on Transportation Engineering, ENAC EPFL, Lausanne, Switzerland}}}
@Misc{CDN05,
author = {Michel Bierlaire},
title = {Mixture of discrete choice models: an application to Value of Travel Time Savings analysis},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/CDN05.pdf}},
year = {2005},
note = {Presented at Seminar, Centre de recherche sur les transports, Montr\éal, Canada}}}
@Misc{TRA05-BIOG,
author = {Michel Bierlaire},
title = {Estimating advanced random utility models with BIOGEME},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TRA05-BIOG.pdf}},
year = {2005},
note = {Presented at TRAIL Symposium on \"The Reliability of Traveling and the Robustness of Transport Systems\", Delft, The Netherlands}}}
@Misc{TRA05-CAPT,
author = {Michel Bierlaire},
title = {Capturing complex transportation behaviors with advanced random utility models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TRA05-CAPT.pdf}},
year = {2005},
note = {Presented at TRAIL Symposium on \"The Reliability of Traveling and the Robustness of Transport Systems\", Delft, The Netherlands}}}
@Misc{ICL04,
author = {Michel Bierlaire},
title = {Introduction to mixtures of Generalized Extreme Value models: models and estimation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ICL04.pdf}},
year = {2004},
note = {Presented at , Imperial College London, Centre for Transport Studies, London, United Kingdom}}}
@Misc{LAVOC04,
author = {Michel Bierlaire and Gianluca Antonini},
title = {Mod\`eles de d\'eplacement pour la simulation de pi\'etons},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LAVOC04.pdf}},
year = {2004},
note = {Presented at ITS T\él\ématique, Lavoc - EPFL, Lausanne, Switzerland}}}
@Misc{LEUV04,
author = {Michel Bierlaire},
title = {Estimation of mixed generalized extreme value models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LEUV04.pdf}},
year = {2004},
note = {Presented at Seminar of statistics, Faculty of Economics and Applied Economics, Katholieke Universiteit Leuven, Leuven, Belgium}}}
@Misc{FRANCORO04,
author = {Michel Bierlaire},
title = {R\'esolution de probl\`emes non lin\'eaires bruit\'es de grande taille},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/FRANCORO04.pdf}},
year = {2004},
note = {Presented at FRANCORO - Conf\érence Internationale en Recherche Op\érationnelle, Universit\é de Fribourg, Fribourg, Switzerland}}}
@Misc{PERUG04,
author = {Michel Bierlaire},
title = {Introduction to discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/PERUG04.pdf}},
year = {2004},
note = {Presented at , University of Peruggia, Peruggia, Italy}}}
@Misc{GUAD04,
author = {Michel Bierlaire},
title = {A New Algorithm to Solve Large-scale Fixed-point Problems},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/GUAD04.pdf}},
year = {2004},
note = {Presented at 5th Triennal Symposium of Transportation Analysis, Le Gosier, Guadeloupe, French West Indies}}}
@Misc{ZHIVT04,
author = {Michel Bierlaire},
title = {Modelling choices using Biogeme},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ZHIVT04.pdf}},
year = {2004},
note = {Presented at IVT-Seminar, Wert der Zeit und des Verlaesslichkeit in der Schweiz, ETHZ, Z\ürich, Switzerland}}}
@Misc{NE04-GEV,
author = {Michel Bierlaire},
title = {The Mixed Network GEV model},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NE04-GEV.pdf}},
year = {2004},
note = {Presented at Workshop on Computational Econometrics and Statistics, Neuch\âtel, Switzerland}}}
@Misc{ICO04,
author = {Michel Bierlaire},
title = {Solving large scale systems of nonlinear equations},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ICO04.pdf}},
year = {2004},
note = {Presented at International Conference on Optimization, Lutherstadt Wittenberg, Land Sachsen-Anhalt, DE}}}
@Misc{UNIZH04,
author = {Michel Bierlaire},
title = {Solving Large-Scale Systems of Noisy Nonlinear Equations},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/UNIZH04.pdf}},
year = {2004},
note = {Presented at Research seminar on quantitative methods in economics, University of Zurich, Zurich, Switzerland}}}
@Misc{IM203-MOD,
author = {Michel Bierlaire},
title = {Modeling the content of a scene: a behavioral approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IM203-MOD.pdf}},
year = {2003},
note = {Presented at Summer Institute of the NCCR on Multimodal Information Management, Crans-Montana, Switzerland}}}
@Misc{ISMP03,
author = {Michel Bierlaire},
title = {A new class of robust methods to solve noisy systems of nonlinear equations},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ISMP03.pdf}},
year = {2003},
note = {Presented at 18th International Symposium on Mathematical Programming, Copenhagen, Denmark}}}
@Misc{ICTBR03,
author = {Michel Bierlaire},
title = {Behavioral Dynamics for Pedestrians},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ICTBR03.pdf}},
year = {2003},
note = {Presented at 10th International Conference on Travel Behaviour Research, Lucerne, Switzerland}}}
@Misc{LAVAL03,
author = {Michel Bierlaire},
title = {A new method to solve large-scale systems of nonlinear equations with noise},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LAVAL03.pdf}},
year = {2003},
note = {Presented at Seminar, Economic Department, University Laval, Laval, Qu\ébec}}}
@Misc{LAVOC03,
author = {Michel Bierlaire},
title = {Behavioral issues in traffic simulation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LAVOC03.pdf}},
year = {2003},
note = {Presented at Seminar on traffic simulation, EPFL, LAVOC, Lausanne, Switzerland}}}
@Misc{LUGANO03,
author = {Michel Bierlaire},
title = {Discrete choice models: formulations and estimations},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LUGANO03.pdf}},
year = {2003},
note = {Presented at , Universit\à della Svizzera Italiana, Instituto Ricerche Economiche, Lugano, Switzerland}}}
@Misc{IM203-BEH,
author = {Michel Bierlaire},
title = {Behavioral model-based scene analysis},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IM203-BEH.pdf}},
year = {2003},
note = {Presented at Workshop of the NCCR on Interactive Multimodal Information Management, EPFL, Lausanne, Switzerland}}}
@Misc{FSB02,
author = {Michel Bierlaire},
title = {Mathematical modeling of human behavior: theory and practice},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/FSB02.pdf}},
year = {2002},
note = {Presented at Basis Science Faculty Day, EPFL, Lausanne, Switzerland}}}
@Misc{JT02-BIOG,
author = {Michel Bierlaire},
title = {BIOGEME: logiciel gratuit pour l'estimation de mod\`eles de choix discret},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/JT02-BIOG.pdf}},
year = {2002},
note = {Presented at Journ\ées des transports, Universit\é de Cergy-Pontoise, Cergy, Paris}}}
@Misc{GTRC02,
author = {Michel Bierlaire},
title = {LSQR Algorithm for real-time OD estimation and prediction},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/GTRC02.pdf}},
year = {2002},
note = {Presented at First Greek Transportation Research Conference, Athen, Greece}}}
@Misc{IM202,
author = {Michel Bierlaire},
title = {Behavioral dynamics of pedestrians: state-of-the-art and applications to scene analysis},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IM202.pdf}},
year = {2002},
note = {Presented at Summer Institute of the NCCR on Interactive Multimodal Information Management, Martigny, Switzerland}}}
@Misc{LYNGBY02,
author = {Michel Bierlaire},
title = {BIOGEME: an open source package for the estimation of GEV models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/LYNGBY02.pdf}},
year = {2002},
note = {Presented at Seminar, Centre for traffic and Transport, Technical Universty of Denmark, Lyngby, Denmark}}}
@Misc{INRETS02,
author = {Michel Bierlaire},
title = {Analyse de la demande en transport: Mod\`eles agr\'eg\'es et d\'esagr\'eg\'es},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/INRETS02.pdf}},
year = {2002},
note = {Presented at S\éminaires INRETS, Arcueil, France}}}
@Misc{STRC02-DYN,
author = {Michel Bierlaire},
title = {DynaMIT: from theory to practice},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC02-DYN.pdf}},
year = {2002},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{STRC02-GEV,
author = {Michel Bierlaire},
title = {The Network GEV model},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC02-GEV.pdf}},
year = {2002},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{STRC02-LSN,
author = {Michel Bierlaire},
title = {Simulation-based evaluation on the impact of Telematics in the Lausanne area - a pilot study},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC02-LSN.pdf}},
year = {2002},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{STRC02-OD,
author = {Michel Bierlaire},
title = {An efficient algorithm for real-time estimation and prediction of dynamic OD table},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC02-OD.pdf}},
year = {2002},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{WASH02,
author = {Michel Bierlaire},
title = {Decision-Aid for Traffic Diversion},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/WASH02.pdf}},
year = {2002},
note = {Presented at Transportation Research Board 81st Annual Meeting, Washington, USA}}}
@Misc{PACGRO01,
author = {Michel Bierlaire},
title = {Estimation of GEV models: issues and implemantation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/PACGRO01.pdf}},
year = {2001},
note = {Presented at UC Berkeley Invitational Choice Symposium, UC Berkeley, Pacific Grove (Ca), USA}}}
@Misc{STRC01-AGG,
author = {Michel Bierlaire},
title = {New algorithmic approaches for the anticipatory guidance generation problem},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC01-AGG.pdf}},
year = {2001},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{STRC01-MB,
author = {Michel Bierlaire},
title = {A general formulation of the cross-nested logit model},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC01-MB.pdf}},
year = {2001},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{STRC01-PAP,
author = {Michel Bierlaire},
title = {Papabiles: simulation-based evaluation of the impact of telematics in the Lausanne area: a pilot study},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC01-PAP.pdf}},
year = {2001},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{STRC01-SM,
author = {Michel Bierlaire},
title = {Acceptance of modal innovation: the case of the SwissMetro},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/STRC01-SM.pdf}},
year = {2001},
note = {Presented at Swiss Transport Research Conference, Ascona, Switzerland}}}
@Misc{MIT01,
author = {Michel Bierlaire},
title = {Estimation of GEV and Cross-Nested Logit Models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT01.pdf}},
year = {2001},
note = {Presented at Workshop on Route Choice Models, Massachusetts Institute of Technology, Cambridge (Ma), USA}}}
@Misc{3JA00,
author = {Michel Bierlaire},
title = {Introduction \`a l'optimisation non lin\'eaire},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/3JA00.pdf}},
year = {2001},
note = {Presented at 3i\ème Journ\ée de l'automatique, D\épartement de G\énie M\écanique, EPFL, Lausanne, Switzerland}}}
@Misc{MIT01ITS,
author = {Michel Bierlaire},
title = {Real-Time Systems for ITS Applications and consistency in predictive informations systems},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT01ITS.pdf}},
year = {2001},
note = {Presented at MIT Summer School, Massachusetts Institute of Technology, Cambridge (Ma), USA}}}
@Misc{ATL00-DDS,
author = {Michel Bierlaire},
title = {General framework for Dynamic Demand Simulation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ATL00-DDS.pdf}},
year = {2000},
note = {Presented at International Symposium on Mathematical Programming, Atlanta, USA}}}
@Misc{ATL00-RGG,
author = {Michel Bierlaire},
title = {Computational issues in anticipatory route guidance generation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ATL00-RGG.pdf}},
year = {2000},
note = {Presented at International Symposium on Mathematical Programming, Atlanta, USA}}}
@Misc{MIT00ITS,
author = {Michel Bierlaire},
title = {Real-Time Systems for ITS Applications and consistency in predictive information systems},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT00ITS.pdf}},
year = {2000},
note = {Presented at MIT Summer School, Massachusetts Institute of technology, Cambridge (Ma), USA}}}
@Misc{IVT99-DYNA,
author = {Michel Bierlaire},
title = {DynaMIT: Dynamic Network Assignment for Management of Information to Travelers},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IVT99-DYNA.pdf}},
year = {1999},
note = {Presented at IVT Seminar neue Simulationsmodelle der Verkehrsnachfrage in Netzen, ETHZ, Z\ürich, Switzerland}}}
@Misc{IML99F,
author = {Michel Bierlaire},
title = {Un laboratoire de simulation pour l'\'evaluation de syst\`emes dynamiques de gestion du trafic},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IML99F.pdf}},
year = {1999},
note = {Presented at IML, Ecole Nationale des Ponts et Chauss\ées, Institut International de Management pour la Logistique, Paris, France}}}
@Misc{DMA99,
author = {Michel Bierlaire},
title = {The anticipatory route guidance generation problem. Theory and Practice},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/DMA99.pdf}},
year = {1999},
note = {Presented at Audit-Symposium, EPFL, Department of Mathematics, Lausanne, Switzerland}}}
@Misc{SILS99,
author = {Michel Bierlaire},
title = {SILS: Shaping and Improving Logistics Systems},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/SILS99.pdf}},
year = {1999},
note = {Presented at Colloque Nouvelles technologies de l'information et de la communication, Paris. France}}}
@Misc{ISR99,
author = {Michel Bierlaire},
title = {Investigation of Route Guidance Generation Issues by Simulation with DynaMIT},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ISR99.pdf}},
year = {1999},
note = {Presented at 14th International Symposium on Transportation and Traffic Theory, Jerusalem, Isra\ël}}}
@Misc{OD99-ROUTE,
author = {Michel Bierlaire},
title = {The Route Guidance Generation Problem},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/OD99-ROUTE.pdf}},
year = {1999},
note = {Presented at Optimization Days, Montr\éal, Canada}}}
@Misc{OD99-SIMUL,
author = {Michel Bierlaire},
title = {Real-Time Simulation of Traffic Demand/Supply Interactions within DynaMIT},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/OD99-SIMUL.pdf}},
year = {1999},
note = {Presented at Optimization Days, Montr\éal, Canada}}}
@Misc{FUNDP99,
author = {Michel Bierlaire},
title = {DynaMIT: un syst\`eme en temps r\'eel pour la pr\'ediction du trafic et la g\'en\'eration d'information pour les conducteurs},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/FUNDP99.pdf}},
year = {1999},
note = {Presented at Groupe de recherche sur les Transports, D\épartement de Math\ématiques, Universit\é de Namur, Namur, Belgium}}}
@Misc{IML99CH,
author = {Michel Bierlaire},
title = {Un laboratoire de simulation pour l'\'evaluation de syst\`emes dynamiques de gestion du trafic},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IML99CH.pdf}},
year = {1999},
note = {Presented at IML course, Institut International de Management pour la Logistique, EPFL, Lausanne, Switzerland}}}
@Misc{MIT99ITS,
author = {Michel Bierlaire},
title = {Real-Time Systems for ITS Applications and consistency in predictive information Systems},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT99ITS.pdf}},
year = {1999},
note = {Presented at MIT Summer School, Massachusetts Institute of Technology, Cambridge (Ma), USA}}}
@Misc{ETHZ98,
author = {Michel Bierlaire},
title = {Algorithmic aspects of discrete choice modelling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ETHZ98.pdf}},
year = {1998},
note = {Presented at Colloquium in Combinatorics, Geometric Algorithms and Optimization, ETHZ, Z\ürich, Switzerland}}}
@Misc{EPFL98-RAP,
author = {Michel Bierlaire},
title = {La simulation du trafic: pourquoi et comment?},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/EPFL98-RAP.pdf}},
year = {1998},
note = {Presented at Colloque en m\émoire du Professeur Charles Rapin, EPFL, Lausanne, Switzerland}}}
@Misc{TRISTAN98,
author = {Michel Bierlaire},
title = {DynaMIT: a simulation-based system for traffic prediction and guidance generation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TRISTAN98.pdf}},
year = {1998},
note = {Presented at TRISTAN III, San Juan, Porto-Rico}}}
@Misc{INFO98-MIT,
author = {Michel Bierlaire},
title = {Software Design Aspects of DynaMIT: Dynamic Network Assignement for the Management of Information to Travelers},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/INFO98-MIT.pdf}},
year = {1998},
note = {Presented at INFORMS National meeting, Montr\éal, Canada}}}
@Misc{INFORMS98,
author = {Michel Bierlaire},
title = {Dynamic Network Assignment for Management of Information to Travelers Real-Time System for Traffic Prediction and Guidance Generation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/INFORMS98.pdf}},
year = {1998},
note = {Presented at INFORMS National meeting, Montr\éal, Canada}}}
@Misc{CERFACS98,
author = {Michel Bierlaire},
title = {A distributed system of models for real-time operation of a traffic management center},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/CERFACS98.pdf}},
year = {1998},
note = {Presented at CERFACS Seminars, Toulouse, France}}}
@Misc{ITEP98,
author = {Michel Bierlaire},
title = {DynaMIT: un syst\`eme en temps r\'eel pour la pr\'ediction du trafic et la g\'en\'eration d'information aux conducteurs},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ITEP98.pdf}},
year = {1998},
note = {Presented at Seminar, EPFL, ITEP, Lausanne, Switzerland}}}
@Misc{BERK98,
author = {Michel Bierlaire},
title = {Demand simulation for traffic estimation and prediction in a real-time dynamic traffic assignment system},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BERK98.pdf}},
year = {1998},
note = {Presented at Transportation Seminar Series, Institute of Transportation Studies, University of California, Berkeley, USA}}}
@Misc{DACCORD98,
author = {Michel Bierlaire},
title = {DynaMIT: a simulation-based system for traffic prediction},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/DACCORD98.pdf}},
year = {1998},
note = {Presented at DACCORD Short-term forecasting workshop, Delft, The Netherlands}}}
@Misc{IML98,
author = {Michel Bierlaire},
title = {Un laboratoire de simulation pour l'\'evaluation de syst\`emes dynamique de gestion du trafic},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/IML98.pdf}},
year = {1998},
note = {Presented at IML, Ecole Nationale des Ponts et Chauss\ées, Institut International de Management pour la Logistique, Paris, France}}}
@Misc{INRETS98,
author = {Michel Bierlaire},
title = {DynaMIT: un syst\`eme en temps r\'eel pour la pr\'ediction du trafic et la g\'en\'eration d'information aux conducteurs},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/INRETS98.pdf}},
year = {1998},
note = {Presented at INRETS, Arcueil-Cachan, France}}}
@Misc{ITS98,
author = {Michel Bierlaire},
title = {Demonstration of the DynaMIT system},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/ITS98.pdf}},
year = {1998},
note = {Presented at ITS America Annual Meeting, Detroit (MI), USA}}}
@Misc{MIT98,
author = {Michel Bierlaire},
title = {Introduction to HieLoW, an interactive package to estimate hierarchical logit models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT98.pdf}},
year = {1998},
note = {Presented at MIT Summer School on Individual Choice Behavior: Theory and Application on Discrete Choice Analysis to Consumer Demand and Market Share, MIT, Cambridge (MA), USA}}}
@Misc{MIT98ITS,
author = {Michel Bierlaire},
title = {Real-Time Systems for ITS Applications, and consistency in predictive informations systems},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT98ITS.pdf}},
year = {1998},
note = {Presented at MIT Summer School, Massachusetts Institute of Technology, Cambridge (Ma), USA}}}
@Misc{INFORMS97,
author = {Michel Bierlaire},
title = {Design and Development of DynaMIT},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/INFORMS97.pdf}},
year = {1997},
note = {Presented at INFORMS, San Diego (Ca), USA}}}
@Misc{HUN97-NATO,
author = {Michel Bierlaire},
title = {Discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/HUN97-NATO.pdf}},
year = {1997},
note = {Presented at NATO Advanced Studies Institute on Operations research and decision aid methodologies in traffic and transportation management, Hotel UNI, Balatonfured, Hungary}}}
@Misc{MIT97,
author = {Michel Bierlaire},
title = {Introduction to HieLoW, an interactive package to estimate hierarchical logit models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT97.pdf}},
year = {1997},
note = {Presented at MIT Summer School on Individual Choice Behavior: Theory and Application of Discrete Choice Analysis to Consumer Demand and Market Share, MIT, Cambridge (Ma), USA}}}
@Misc{TRB97,
author = {Michel Bierlaire},
title = {Dynamic Traffic assignment System Design requirements and Data Needs},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/TRB97.pdf}},
year = {1997},
note = {Presented at Transportation Research Board, 76th Annual Meeting, Washington (D.C), USA}}}
@Misc{CTS96,
author = {Michel Bierlaire},
title = {DynaMIT: Dynamic Network Assignment for the Management of Information to Travelers},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/CTS96.pdf}},
year = {1996},
note = {Presented at Research seminar of the Center for Transportation Studies, MIT, Cambridge (Ma), USA}}}
@Misc{EURO96,
author = {Michel Bierlaire},
title = {DynaMIT: Dynamic Network Assignment for the Management of Information to travelers},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/EURO96.pdf}},
year = {1996},
note = {Presented at 4th Meeting of the EURO Working Group on Transportation, Newcastle, UK}}}
@Misc{MIT96-HLoW,
author = {Michel Bierlaire},
title = {Introduction to HieLoW, an interactive package to estimate hierarchical logit models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT96-HLoW.pdf}},
year = {1996},
note = {Presented at MIT Summer School on Individual Choice Behavior: Theory and Application of Discrete Choice Analysis, MIT, Cambridge (Ma), USA}}}
@Misc{MIT96-SYMP,
author = {Michel Bierlaire},
title = {Real-Time Dynamic Traffic Assignment System},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT96-SYMP.pdf}},
year = {1996},
note = {Presented at MIT Symposium on Advanced Projects in Intelligent Transportation Systems, MIT, Cambridge (Ma), USA}}}
@Misc{AU95HLoW,
author = {Michel Bierlaire},
title = {HieLoW, a package that estimates hierarchical logit models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/AU95HLoW.pdf}},
year = {1995},
note = {Presented at World Conference on Transportation Research, Sydney, Australia}}}
@Misc{AU95MEUSE,
author = {Michel Bierlaire},
title = {MEUSE: an origin-destination matrix estimator that exploits structure},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/AU95MEUSE.pdf}},
year = {1995},
note = {Presented at World Conference on Transportation Research, Sydney, Australia}}}
@Misc{EURO95HLoW,
author = {Michel Bierlaire},
title = {HieLoW: Hierarchical Logit for Windows},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/EURO95HLoW.pdf}},
year = {1995},
note = {Presented at 3th Meeting of the EURO Working Group on Transportation, Barcelona, Spain}}}
@Misc{FRANCORO95,
author = {Michel Bierlaire},
title = {HieLoW, un logiciel interactif pour les mod\`eles de choix discret},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/FRANCORO95.pdf}},
year = {1995},
note = {Presented at French-speaking Conference on Operational Research, Mons, Belgium}}}
@Misc{BE94-HLoW,
author = {Michel Bierlaire},
title = {HieLoW: un logiciel pour les \'etudes de choix discrets},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/BE94-HLoW.pdf}},
year = {1994},
note = {Presented at La Technique d'enqu\êtes de pr\éf\érences d\éclar\ées et ses applications dans le domaine des services, Brussels, Belgium}}}
@Misc{CORS94,
author = {Michel Bierlaire},
title = {MEUSE: an origin-destination matrix estimator that exploits structure},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/CORS94.pdf}},
year = {1994},
note = {Presented at Conjooint conference CORS'94 - Optimization Days, Montr\éal, Canada}}}
@Misc{MIT94-FUZZ,
author = {Michel Bierlaire},
title = {Fuzzy random utility models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT94-FUZZ.pdf}},
year = {1994},
note = {Presented at Seminar, MIT, Center for Transportation Studies, Cambridge (Ma), USA}}}
@Misc{MIT94-MEUS,
author = {Michel Bierlaire},
title = {MEUSE: an origin-destination matrix estimator that exploits structure},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/MIT94-MEUS.pdf}},
year = {1994},
note = {Presented at Seminar, MIT, Center for Transportation Studies, Cambridge, (Ma), USA}}}
@Misc{FR93-MEUSE,
author = {Michel Bierlaire},
title = {MEUSE: un mod\`ele d'estimation de matrices origines-destinations qui exploite la structure},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/FR93-MEUSE.pdf}},
year = {1993},
note = {Presented at Congr\ès International Francophone: Quels transports pour nos villes de demain?, Versailles, France}}}
@Misc{EIASM92,
author = {Michel Bierlaire},
title = {Use of parking surveys to estimate demand matrices},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/EIASM92.pdf}},
year = {1992},
note = {Presented at EIASM Conference- Logistics: transportation and distribution, Brussels, Belgium}}}
@Misc{NAMUR02,
author = {Michel Bierlaire},
title = {Le plan de circulation \`a Namur},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/NAMUR02.pdf}},
year = {1992},
note = {Presented at European meeting \"Pour des transports efficaces en ville\", Institut Wallon, Namur, Belgium}}}
The Elevator Dispatching Problem with Destination Control We propose developing a Branch-and-Price (BP) exact method that can provide optimal solutions to instances. The size of the instances that BP can solve has to be determined with computational experiments once the method is implemented and cannot be known beforehand. BP is known to provide good lower bounds that can also be used to evaluate heuristic solutions. The aim of this study is to provide optimal solutions to the deterministic-static EDPDC where we have perfect information and compare with Schindler’s heuristic solution.
This project has the following content: Transport policy is currently not finding a way out of its dilemma; the imminent need to decarbonize a sector fast which has barely moved in the recent past and the social requirement to maintain and increase accessibility across all modes, but not to encourage sprawl while still allowing further decreases in the generalised cost of travel by new technologies and business models. We propose to use a radical departure from previous proposed ideas to enable the policy and transport industry to begin thinking from a different starting point. The design idea is to reallocate 50% of the existing urban road space to e-bikes, bicycles, and other micromobility modes and to assess what this change could achieve in terms of accessibility, generalised costs of travel, changes in daily life and reductions in emissions and CO2. The project will integrate careful involvement of the various stakeholders from citizens, cities, firms to interest groups, but will also provide the materials needed to communicate the ideas and their equity impacts visually and verbally at the required levels of complexity.
International migration is at the forefront of policy debates in most countries around the world. In industrialized nations, the proportion of foreigners in total population increased from 4.5 to 12 percent between 1960 and 2019, stirring up fears about economic costs for natives, loss of national identity, and integration issues. In poor countries, international migration raises concerns about the brain drain of highly-skilled workers, as college and university graduates have a much greater propensity to emigrate internationally than the less educated. Hence, the questions of how many people migrate (i.e., migration intensity}, which people migrate first or are more likely to migrate (i.e., migrants' selection), and where migrants choose to settle (i.e., migrants' sorting) have been analyzed from all possible angles in recent literature. Specifically, understanding how people revise their decisions about whether to emigrate, and where to, when facing changes in the global environment is of crucial importance for decision-makers.
This project, joint with Swiss Federal Railways (SBB) will develop a new activity-based modelling approach based on optimization of individual daily mobility plans. This approach will be implemented within SBB's existing nationwide model for Switzerland for investment and service planning decisions for future transportation.
This project, joint with CLEAP S.A., is will develop advanced analytics algorithms to propose organization design (OD) scenarios based on the existing situation, constraints, and future needs of a business. These scenarios will support organizations in shaping their future by optimizing their structure and operating models.
This research project aims to update and improve the microscopic activity-based demand model developed and maintained by SBB. Specifically the research intends to address the following questions: 1. Ownership of mobility instruments: Which metrics and specifications can be added to the current model, in order to improve its ability to forecast mid-and long-term ownership of mobility instruments? More specifically, how can the notion of accessibility be integrated to the current model to capture more complex mode interactions? 2. Mode choice model: Can a tour-based approach be used to model mode choice? In addition, how can the processes to estimate destination and mode choice (currently nested) be combined to generate results that are consistent with observed mobility behaviors at different time horizons (short, mid, and long-term)? 3. Tour and activity generation: How can the generation of tours and activity patterns be combined to allow modelling of joint decisions?
In this project, Schindler and TRANSP-OR imagine a revolution of urban mobility focused on pedestrians. The Personal Autonomous Moving (PAM) platforms are similar to hoverborads or segways, and move from a point A (origin) to a point B (destination) on their own and carry the user with minimum interaction. They are a “light” mode of transport that does not require large space or infrastructural investment for the installation. This innovative mode of transport is ideal for short distance trip in large pedestrian facilities such as university campuses, larger business districts and airports as well as city centers. A great advantage is the possibility to directly access elevators with PAM platforms. This could lead to a real three-dimensional mobility taking advantage of elevators already installed in buildings. A possible deployment of this system generates several scientific and technological challenges. TRANP-OR focuses on the research questions that are related to the algorithms and mathematical models used by decision support tools needed for the planning and operation of the system.
This project is conducted on a fellowship "The EuroTech Postdoc Programme". A car-free city center is a valuable solution for decreasing traffic congestion and CO2 emissions, and improving active mobility and quality of life. To achieve these goals, one of the biggest challenges is the relocation of parking places scattered in the inner district, which cause cruising for available parking as well as car inflows. A possible solution is a “fringe parking” system, which groups parking into a limited number of spots on the border of the district. However, this may decrease the level of accessibility moving the parking away from the final destinations. The key idea of this research is to use “accelerated moving walkway” (AMW), a novel transport system, in combination with a fringe parking system to design a car-free city center with high accessibility. The goal of the research is to propose and identify the optimal configuration of a fringe parking system with AMWs, as a solution to city centers. The main methodologies are network design optimization and traffic assignment.
The aim of this project is to propose a methodology to assess and optimize educational infrastructure networks based on accessibility. In 2014, the World Bank launched the Global Program for Safer Schools (GPSS) with a focus on integrating risk reduction considerations into education infrastructure policies and investments. The GPSS aims to boost and facilitate informed, large-scale investments for the safety and resilience of new and existing school infrastructure at risk from natural hazards, contributing to high-quality learning environments. Understanding accessibility of school infrastructure networks is an important element to optimize risk reduction interventions as well as to improve the quality and efficiency of the educational service. To support this goal, the Transportation and Mobility Laboratory proposes a methodology to assess and optimize educational infrastructure networks based on accessibility; and proposes solutions to improve the performance of educational infrastructure networks. In other words, researchers will evaluate the risks based on the school network, including parameters like transportation network, home location of the students, mobility patterns... They will then provide a methodology in order to help direct investments to reduce the risks in case of disaster.
The starting point of this research project is the general framework developed in the SNF research project 200021_165636 entitled “Incorporating advanced behavioral models in mixed integer linear optimization”. The project aims at formulating explicitly the complex interaction between the supply and demand actors. We hypothesize that the decisions of supply actors (such as capacity, assortment, and price) are highly influenced by the decisions of other actors, through competition within the market. In this project, we will therefore explicitly consider multiple operators that compete for the same pool of customers. Each operator will take the supply-side decisions that optimize its performance function (e.g., maximization of revenue). Non-cooperative game theory is commonly used to model such oligopolistic competition. We plan to investigate how to integrate these games in the already developed framework. In this context, the objective will be to analyze the concept of equilibrium, that is, stationary states of the system where no actor has an incentive to change his/her decisions.
Modern smartphones are more than just calling devices. They harbor a wealth of information that provides the transportation field with a new potential. In this project, researchers will create a transportation mode detection model based on telecommunication data from smartphone users combined with public transport-related data sources. The researchers are provided with anonymized telecommunication traces. As those data remain scarce, additional data will be identified from external sources including network infrastructure, route maps, time schedules in static or real-time form, microcensus, weather, etc. A probabilistic model will be developed to infer the transportation modes from those various data sources. The project lasts one year, and will be carried out by the Transport and Mobility Laboratory, directed by Prof. Michel Bierlaire. It is sponsored by Swisscom.
This project aims at developing an algorithm for the overall design of SBB cargo’s network of bundling points. SBB Cargo operates a network of 2 marshaling yards, 65 shunting yards and about 350 of small bundling points. The operation as such is costly and the network might contain redundant bundling points. The overall interest of SBB Cargo is to minimize the operating cost of their network and to compare its performance to a better network, completely designed from scratch. The resulting framework is then planned to be used to improve the current network of SBB cargo and its future development. The main research challenge of this project is to incorporate the SBB Cargo needs into one model while taking into account the specifics of the railway network and its operation. The researchers from the Transport and Mobility Laboratory (TRANSP-OR) will develop a heuristic algorithm that gives as an output a complete network design based on the inputs (cargo demand, capacity, types and costs of different bundling points). The algorithm can be further adjusted by entering the already existing bundling points. The effectiveness of the proposed algorithm will be tested thorough comparison with existing solutions. TRANSP-OR, led by prof. Michel Bierlaire, has a track record of successful projects of solving highly complex problems arising in industrial sector. This one-year project is sponsored by SBB-CFF-FFS.
To design their timetables, train-operating companies mostly focus on operational aspects and cost. In Switzerland, a paradigm of transportation planning is to create regular-interval timetables (a.k.a. cyclic timetables) which aim for maximal transfer connections, simplicity and hence user friendlyness. SBB uses travel simulation models to predict the impact of timetable changes on travel demand and revenue. Mathematical timetable optimization methods are not yet used by SBB. But a recent EPFL thesis (2016) shows that the timetable itself has a significant impact on the performance of the operator in terms of the number of transported passengers: a timetable design that considers the behavior of passengers leads to higher revenue(s), market share(s), higher value of passenger-km etc. In this project, the aim is to use the optimization methods developed by the TRANSP-OR Lab consisting in combining cyclic and non-cyclic timetables and apply it to the Swiss Federal Railways’ timetable design. The goal is to evaluate the performance of the current Swiss interval timetable and to compare it to the optimal one. Suitability of hybrid timetables for the Swiss railway network will be investigated. This one-year project is carried out by the Transport and Mobility Laboratory, led by prof. Michel Bierlaire. TRANSP-OR has vast competence in modeling, optimization and simulation of transportation systems. The project is sponsored by SBB CFF FFS.
The purpose of this project is to develop graduate curriculum in urban mobility and transportation. The relevant courses of this curriculum will be available in MOOC format. This program is a collaborative project between Kwame Nkrumah University of Science and Technology (KNUST) and Urban Transport Systems Laboratory (LUTS) and Transport and Mobility Laboratory (TRANSP-OR) at EPFL.
Discrete choice models are used for detailed representation of the "demand". However, their complexity makes mathematical formulations highly non convex in the explanatory variables. On the other hand, Mixed Integer Linear Programs (MILP) are optimization problems with discrete variables that are used in many applications to design and configure the "supply". In this project, we propose a new modeling framework that allows to include any random utility model in a mixed integer optimization formulation. The heterogeneity of demand is captured within the general choice model framework and the offers are tailored in a way that is beneficial for users as wells as providers. The main objective of the project is to obtain a framework that is both general, so that it can be applied in many applications, and operational, so that it can be used in practice.
TRANS-FORM, a cooperation between universities, industrial partners, public authorities and private operators, will develop, implement and test a data driven decision making tool that will support smart planning, and proactive and adaptive operations. The objective of the project is to better understand transferring dynamics in multi-modal public transport systems and develop insights, strategies and methods to support decision makers in transforming public transport usage to a seamless travel experience by using smart data. The tool will integrate new concepts and methods of behavioral modelling, passenger flow forecasting and network state predictions into real-time operations. TRANS-FORM is funded under the European Commission Horizon 2020 ERA-NET program.
The TOSA catenary-free electric bus system is the ABB response to the challenge of decreasing the environmental impact of public transportation. The project builds on the previous CTI project - myTOSA - and it aims to introduce new business analytics features and to improve the fidelity of the simulation and (robust) optimization modules used for a cost-optimal deployment of the TOSA charging infrastructure and component sizing.
The project aims at integrating demand models in a state-of-the-art mathematical model for Location-Routing Problem (LRP) in the context of energy. We are investigating different assumptions about the representation of the demand in the context of facility location and routing problem.
This project aims to develop an onboard pedestrian tracking system to assist the driver detect them and, ultimately, to increase security. The project, with a duration of four years, will focus on pedestrians detection, tracking and trajectory prediction, and will be will be closely related to vehicle command strategies. The project is part of the automated driving research Chair "Drive for you" led by MINES ParisTech in partnership with French industrialists and three prestigious academic institutions the Ecole Polytechnique Fédérale de Lausanne EPFL (Switzerland), the University of Shanghai Jiao Tong (China) and the University of Berkeley (USA). Supported by the Foundation MINES ParisTech, with Valeo industrial, PSA Peugeot Citroën and Safran contributing 3.7 million euros in funds, the Chair will work for five years on the subject of automated driving. The three main objectives are expand knowledge of self-driving vehicles, develop intelligent onboard systems, get self-driving vehicles on the road in Asia, Europe and the United States.
This project proposes innovative methods to identify the determinants of acceptance of alternative vehicles and their impact on everyday mobility. The greatest challenge faced by the promoters of the transition towards this low carbon engine technology lies in understanding how consumers accept the financial and lifestyle investments associated with the leap from traditional to electric powertrains. This project proposes innovative methods to identify the determinants of acceptance of alternative vehicles and their impact on everyday mobility. A deeper understanding of adoption dynamics is critical to predict who will opt for EVs when and under which conditions. This project will focus on innovative data-collection and modelling methodologies to uncover the acceptance of EVs at different stages of market-penetration (considering inexperienced/experienced users, early pioneers/late-adopters). A thorough analysis of the consumer decision-making process will lead to uncovering the barriers and success factors related to EV uptake and to forecast buying and usage behaviours related to new vehicle classes.
Flying safer, cheaper, faster are keywords of this new service. This project aims at integrating an automatic route planning system, tightly coupled with the real-time meteorological data, taking into account energy consumption of the mobile device hosting the application. The route will be computed in real time on mobile devices using the information of weather forecast and respecting to the constraints such as airspace/airport restriction and terrain avoidance, etc. The energy efficient implementation of the routing application is crucial, to provide routing information to the pilot during the entire trip. This becomes challenging, as automatic route planning often requires complex algorithms. In this project, we will target at a three-dimensional flight route-planning problem and design an efficient but robust algorithm to solve the problem. The project will last 18 months. It is conducted by TRANSP-OR in collaboration with the Xample Sŕrl, ICARE Institut de recherche and Haute Ecole Spécialisée de Suisse Occidentale (HES-SO).
The goal of this project is to explore the future of mobility through the role of the car. The main originality of this research is to raise the following problem: “What, if the world were a post-car world”. The basic idea is to define a hypothetical situation where the place of the car would have been dramatically reduced and to use qualitative and quantitative simulation methods to examine the consequences of this initial hypothesis. The research is based on the idea that by simulating the future through scenarios we can understand the present better. This project is fully interdisciplinary and trans-disciplinary. It brings together social sciences, engineering sciences, urban planning and urban design in six different laboratories associated to three different universities. The role of TRANSP-OR in this project is to study and optimize an innovative transport system based on accelerated moving walkways (AMW). Differently from constant moving walkways, AMW can reach speeds up to 15km/h thanks to an acceleration section. The project aims to identify the optimal design of a network of AMW using optimization. A network of accelerated moving walkway in a car-free urban environment may present an innovative solution, and this project could delineate the system feasibility.
This project aims at developing behavioral models integrating the latent constructs that drive travel behavior. The objective of the project is to set the foundations of an innovative framework that facilitates the analysis and prediction of route choice behavior. Motivated by the complexity of the route choice models, we build on solid ground of the current state of the art and add on it by proposing a new approach that reduces model complexity and brings great flexibility to the analysis. The approach is inspired by the fact that people break down the complexity of the environment by forming representations of their surrounding space. Following this reasoning, we replace the conventional representation of routes which is based on paths, i.e. link-by-link sequences on the network model, with more aggregate elements that we denote as mental representation items. This key feature of the framework allows us to reduce the complexity of the model and at the same time is more behaviorally realistic.
The objective is to achieve the first genuine contribution to the development of intercontinental logistics at the European level, in close coordination with North America partners and the international Physical Internet Initiative. The goal of the project is to enable operations with developed iso-modular logistics units of size adequate for real modal and co-modal flows of fast-moving consumer goods, providing a basis for an interconnected logistics system for 2030.
The aim of this collaborative research project between the Swiss Federal Railways (SBB-CFF-FFS) and EPFL's transportation center is to analyze, model and optimize pedestrian flows in train stations. In recent years, the growing number of passengers has led to difficulties related to pedestrian flows in major train stations. Congestion of pedestrian walkways is increasingly becoming a problem during peak hours, but also due to clustering of people caused by major events or the beginning or end of holiday season. When capacity limits for pedestrian facilities are reached, normal operation of train schedules can be significantly impaired. Since train stations are important nodes within the multimodal public transportation system, it is of major importance that they are operated as efficiently as possible. In addition to the increase in passenger numbers, train stations have been undergoing a profound transformation from simple transit nodes towards versatile hubs that provide interface to short and long-distance train connections, to other modes including private transport by foot, bike and car, as well as to the city offering public space for shopping, eating and alike. This transformation leads to a further increase in pedestrian numbers and additionally introduces new behavior patterns. A sound understanding of pedestrian flows within a train station can help improve overall level of service, customer experience and safety. The main focus of this study lies on the development of a methodology allowing to estimate pedestrian origin-destination (OD) demand within a train station. Specifically, train time table, customer survey data and flow observations from an exhaustive camera system are used as sources of information in this process. Subsequently, the modeling frame work is applied to several case studies in Switzerland.
The aim of this research project is to develop a dynamic model framework to forecast car demand. The model-system jointly accounts for behavioural variables (e.g. household evolution, individual motivations), institutional factors (e.g. incentives and taxation) and market features (e.g. new fuel or vehicle technology launches) to forecast vehicle acquisition. The project benefits from a large-scale, longitudinal dataset on vehicle transactions from major European markets. Methodologically the framework consists of a system of aggregate, disaggregate and duration-based choice models, accounting for dynamic features of the decision at each stage. Importantly, the proposed dynamic framework enhances realism by representing the durability of possession, rapid changes in value across product and ownership cycles and uncertainty about future market developments and institutional factors. The proposed framework sheds light on the timing and type of vehicle ownership, illustrating the benefits of taking the first steps away from a static approach. The findings will aid the prediction of consumer behaviour in response to critical policy variables, such as incentives, alongside market dynamics, such as the appearance and diffusion of novel technologies. A deeper understanding of future vehicle choice behaviour is critical given sizable institutional and industrial investments to promote alternative vehicle technologies with a final aim to improve energy efficiency in the transportation sector. More information http://transport.epfl.ch/car-market-structure
This project aims at developing mathematical models of pedestrian dynamics, both at aggregate and disaggregate levels. Integrated and holistic mathematical models will handle the complexity of this unique transport mode and help us to answer open research questions. in the future, such foundations will also allow to create the tools society needs to better understand pedestrian dynamics.
myTOSA is a simulation tool for the dimensioning, commercial promotion and case study set-up for ABB's revolutionary "catenary-free" 100% electric urban public mass-transportation system TOSA 2013. The objective of the project is to provide a simulation tool that will allow ABB to perform the proper dimensioning, promote the commercial idea and allow for specific study cases for the implementation of ABB's new public electric transportation concept, namely TOSA 2013.
In the framework of a 9-month collaboration with CFF, pedestrian flows in Lausanne train station are estimated and modeled. Specifically, an estimation methodology for pedestrian origin-destination demand is developed and applied to predict a demand scenario for 2030. By means of a pedestrian flow simulator, several infrastructure scenarios are quantitatively evaluated, the result of which helps CFF to design and dimension pedestrian underpasses of Gare de Lausanne for the future.
The role of local authorities in reaching climate and energy goals is important. Consolidated data about energy at the local scale is necessary in order to fully measure the effects of policies and to adapt action-plans. The goal of this project is to evaluate the feasibility of a single platform with all the relevant energy data for a local authority, in particular statistics about mobility.
The ACTUM research collaboration project involves development of an activity-based modelling framework for Copenhagen that is aimed at handling the future requirements for transport policy evaluations in Denmark.
The primary objective of this research is to develop large scale robust optimization algorithms providing sustainable solutions for bulk port operations accounting for uncertainties and disruptions in operations. While significant contributions have been made for container terminals, relatively little attention has been directed to the use of operations research methods and techniques to optimize bulk port operations. In this research we aim to develop large scale mathematical models for bulk port operations, with emphasis on integrated planning; furthermore, we plan to include robustness to account for uncertainties in operations. A broader objective of our work is to study how the methodologies developed for bulk ports can be extended to multi-modal transport operations, including other domains such as container ports, airlines and railways, with a view to optimize the usage and operations of existing infrastructure to achieve sustainability in the mobility of goods and people. The devised models and algorithms will be tested and validated in a real-world context using as a case study, the SAQR port in Ras Al Khaimah, UAE.
Sustainability has become a key topic in transportation in the last decades where the aim is to reduce the impact of transportation on the environment. One of the most important paths toward sustainability in this sector is to optimize transportation operations required in several dimensions to fulfill a given transport demand. To achieve this goal in the context of multimodal transport, there is a clear need for flexibility in capacity. This flexibility is adequately provided by a new concept developed at EPFL, named Clip-Air, for air transport. Clip-Air is a modular innovative aircraft with detachable load units which enable to adjust at best capacity according to demand. The decoupling of the load (capsules) and carrying units (wings) allows for simplified fleet management and maintenance operations for airlines and is expected to improve the ground operations for airports. Clip-Air also provides effective possibility of combining commercial freight and passengers on the same flight without any compromise in comfort. Besides, Clip-Air is designed to operate in a multi-modal context and is expected to improve the multi-modality concept by allowing a better integration between air transport and other transport modes. The objective of this research is to assess the actual impact of Clip-Air’s modularity on demand satisfaction, operational costs and environmental issues at the system level. The contributions will consist of models and algorithms designed to perform comparative analysis of operations of airlines and airports in various scenarios.
This project aims at developing methodologies for the integration of qualitative an quantitative tools for land use planning and urban project-evaluation . The methodology will allow the interaction between urban design experts and land use modelers, developing techniques to use the description of urban projects and policies as inputs for land use models like UrbanSim and transport models like MATSim. The modeling effort output is used as input for the experts, generating an iterative feedback.
Smart phones are able to collect a great wealth of information about the mobility patterns of individuals, including their itinerary. In addition to GPS tracks, smart phones contain several sensors and software revealing various aspects of the user's behavior (nearby Bluetooth devices, WiFi antenna, media players, etc.) Route choice models rely on the knowledge of the origin and the destination of the trip, and the transportation mode. They may also benefit from other contextual data, such as the trip purpose or the chain of subsequent activities. We plan to investigate how to infer this information from the smart phone data.
Minimizing operating costs for maintaining ground personnel at airports is a complex problem due to uneven flight activities, passenger service expectations and staffing inflexibilities due to shift durations. In this work, we would use the flight schedule and service criteria to develop a method to find optimal shift timings that considers non-productive time due to activity changeovers, the mix of full-time and part-time workers and passenger waiting time criteria.
Locomotive assignment at Railway companies is a complex problem that must optimally assign a set of locomotives to known, scheduled trains. Each train has a power and traction requirement and locomotives may be available in groups known as "consist". There is a cost involved in breaking or adding a locomotive to a consist. Determining an optimal locomotive assignment that would also be robust to handle delays, maintenance requirements and other unknown factors is a complex problem. We are inspired from the research in a similar, closely related subject in the airline industry and would explore the possibilities of extending the same to railways. This project would be a part of the larger concept of "Flexible Transportation Systems"
Evaluation de la demande des consommateurs pour des véhicules électriques en vue du lancement d'une telle gamme par Renault
This problem corresponds to refueling locomotives at different station yards during the course of its journey. Locomotive tanks have a fixed fuel capacity and prices of fuel vary across yards. In addition, there is a fixed cost for hiring a refueling truck at a yard and every refueling stop that the locomotive makes. Locomotives can power different train sets during a cyclical planning horizon running 14 days. The objective of this exercise is to minimize the total fuel costs – fixed and operational – for a given set of locomotives, trains and yards. In addition, there are numerous constraints relating to refueling, locomotive tank capacity, refueling truck capacity etc. This problem has similarity to the network flow problem. We formulate this problem as a Mixed Integer Program (MIP) and present our experience in this project.
Equity effects of congestion charges and intra-individual variation in preferences. A joint research initiative between: Royal Institute of Technology (KTH), Sweden (lead), The Swiss Federal Institute of Technology, Zürich, Switzerland and Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland
The goal of this project is to address the modelling and computational issues of integrating modern mobility simulations with the latest micro-simulation land use models. The project intends to advance the state-of-the-art in the field of the micro-simulation of prospective integrated models of Land-Use and Transport (LUTI). On the modelling side, the main challenges are to integrate a demographic evolution module, to add an environmental module, to improve the overall consistency and, last but not least, to deal with the multi-scale aspects of the problem: several time horizons and spatial resolutions are involved.
Des axes forts de transport public urbain sont ŕ l'étude dans l'agglomération de Lausanne-Morges. Ce projet vise ŕ fournir, ŕ partir du logiciel Emme, des critčres d'évaluation des diverses variantes de desserte de la partie nord de Lausanne
We develop new strategies to tackle large scale problems and their optimization. We focus in particular applications arising in the optimization of container terminal operations.
Examens des comportements de transport des usagers des Hautes Ecoles sur la base d'enqętes de mobilité réguličres.
The main objective of this Action is to develop, implement and promote methodologies and procedures to support the use of traffic simulations, especially on the topics of calibration and validation. To this aim, the sharing and exchanging of available traffic datasets will also be a key task of the Action.
The CATS project aims to develop a new urban transport service based on a new generation vehicle. Its major innovation is the utilisation of a single type of vehicle for two different usages: individual use or collective transport. This new transport service is aimed at filling the gap between public mass transport and private individual vehicles. It is based on two operating principles: the self service concept where small and clean urban vehicles are offered on a short term rental basis, and the flexible shuttle service where a variable length of vehicles convoy, driven by a professional driver, operates at fixed hours along a line on a permanent basis or on a case by case basis. Four Cristal vehicles and two stations will be made available by Lohr Industrie to the project for experiments. The CATS project will investigate through an in depth mobility needs analysis, on-site demonstration and showcases, the environmental impact and social acceptance of the introduction of such a new system in three different European cities (Strasbourg FR, Ploeisti, RO, Formello, IT). CATS will complement the design and manufacture of the Cristal vehicle via a detailed definition of its operating principles and by a design of its urban settings (stations, infrastructures,) in accordance with cities and citizens needs.
Swiss Post and PostBus have launched a research project to optimize mobility in cooperation with the Federal Institute of Technology in Lausanne (EPFL), represented by EPFL Transportation Center, under Professor Michel Bierlaire. This will show the market potential for combined mobility. Among other things it will look at the factors that influence travellers in their choice of transport. At a later stage, target group-specific new transport offerings and services will be developed and tested, which will have a lasting influence on this choice. The three years research project is conducted by Professors Vincent Kaufmann (LASUR) and Michel Bierlaire (TRANSP-OR).
The projects aims at investigating how to perform an appropriate fusion of data from smartphones in order to predict the mobility behavior of a given individual.
Simulation-based optimization of the operations of Vale's railroad yards.
NEARCTIS (Network of Excellence: Advanced Road Cooperative Traffic management in the Information Society) is an academic network involving teams working on the field of traffic management and optimization, with a particular focus on cooperative systems. The main objective of the project is to constitute what could be considered as a virtual research institute.
Design of algorithms to extract invariant features from images captured by omnidirectional cameras.
Design an optimization framework combining macroscopic and microscopic models, with applications in hospital management and urban road traffic.
Robust planning and recovery from disruptions for airlines operations
Modelling the global appraisal process of experts in the context of scene analysis.
Aprčs avoir retenu certaines variantes d'axes forts de transport en commun dans l'agglomération Lausanne-Morges lors d'une étude précédente, il s'agissait de choisir une variante prérentielle et un axe fort prioritaire. L'étude a été menée en s'aidant du logiciel EMME.
Etudes TL diverses : comparaison entre 2 variantes de futur réseau, tapis roulant Gare-Flon, prolongation de lignes vers le Mont-sur-Lausanne. en fournissant des indicateurs de qualité grâce ŕ une modélisation Emme
L’Observatoire de la Mobilité réalise réguličrement des enquętes sur les déplacements des étudiants et collaborateurs en direction des Hautes Ecoles. Actuellement ces personnes entrent l’origine de leur déplacement en donnant le numéro postal, la localité et le cas échéant une indication supplémentaire (quartier). Ce projet a creusé la possibilité de donner l’origine en pointant sur une carte, compte tenu ŕ la fois des aspects techniques et de facilité d’usage par les utilisateurs.
Evaluation ŕ l'aide du logiciel Emme de divers projets d'action sur les transports ŕ l'intérieur de l'agglomération Lausanne-Morges : nouvelles jonctions autoroutičres, nouvelles routes d'évitement, restrictions de vitesse, nouvelles lignes de transport en commun, renforcement du réseau ferroviaire.
A l'aide du programme Emme, tester l'opportunité d'implanter certains axes forts de transport en commun dans l'agglomération Lausanne-Morges
Design and development of models and algorithms for the optimization of operations in seaport container terminals.
Previsions of OD matrices and modal split for 2020 in the Lausanne region
To understand consumer behavior in his or her path to purchase.
Development of a software product dedicated to airlines and providing solutions to recover from schedule disruptions with minimum cost.
Optimization of the location of distribution centres for Postlogistics, Switzerland
Design an optimization framework for the operation suites in hospitals, using simulation tools
Development of route choice models from RP and SP data
Design new discrete choice models capturing route choice behavior
Develop appropriate case studies for teaching optimization to mechanical engineers
Develop forecasting models for sales of various products, such as printers
Development of optimization algorithms designed for the maximum likelihood estimation of advanced discrete choice models where the objective function is singular, and non-trivial constraints are imposed on the parameters
Develop a prototype of a decision-aiding system for the bus scheduling problem
Develop a simulation tool to assess dynamic pricing and yield management strategies in ski resorts
Use of GPS-based data to address three fundamental behavioural questions: (i) size, structure and orientation of the individual activity spaces, (ii) frequency and amplitude of the rythms of visits to different locations, including their competition and (iii) form of the rules of route choice behaviour
We investigate methodological developments designed to handle discrete choice models with a large number of alternatives
Development of operational disaggregate demand models for efficient dynamic traffic managment systems
Develop a model-based detection system where the scene analysis is supported by a crowd simulator
We develop models of pedestrian movements based on discrete choice analysis.
Development of disaggregate behavior model for scene analysis in the context of video surveillance
Design and implement a model to simulate the operations of the surgery block in the Geneva Hospital
Design of a new class of derivative-free algorithms exploiting some derivative information, customized for the image registration problem
Development of new algorithms to solve the route guidance generation problem, based on several formulations of the problem, combining a fixed-point approach with an optimization approach
Development and adaptations of efficient optimisation algorithms dedicated to brain images registration
Implementation and evaluation of a real-time traffic prediciton model for the Western Switzerland highway network
Evaluation of a traffic control system in Lausanne, using MITSIM laboratory, a state-of-the-art simulation tool developed by the Intelligent Transportation Systems Program, MIT
Develop a new research track in large-scale derivative-free optimization
Collaborate with MIT for the development and evaluation of DynaMIT, a Dynamic Traffic Assignment System (DTA) that supports real-time applications such as synamic route guidance and adaptative traffic control
Léa Ricard is research and teaching associate, member of the laboratory since Sep 01, 2023
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Léa Ricard.
@TechReport{RicaBier24,
author = {L\'ea Ricard and Michel Bierlaire},
title = {50 years of behavioral models for transportation and logistics},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2024},
type = {Technical Report},
number = {TRANSP-OR 220408},
address = {Lausanne, Switzerland}}}
@Misc{Ricard23_INFORMS,
author = {L\'ea Ricard and Guy Desaulniers and Andrea Lodi and Louis-Martin Rousseau},
title = {Strategies for the electric bus scheduling problem with battery degradation: A stochastic perspective},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ricard23_INFORMS.pdf}},
year = {2023},
note = {Presented at INFORMS 2023, Phoenix, Arizona, USA}}}
@Misc{Ricard23_HEART,
author = {L\'ea Ricard and Guy Desaulniers and Andrea Lodi and Louis-Martin Rousseau},
title = {The stochastic multi-depot electric vehicle scheduling problem with recourse},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ricard23_HEART.pdf}},
year = {2023},
note = {Presented at 11th Symposium of the European Association for Research in Transportation, ETH Zurich, Zurich, Switzerland}}}
Pavel Ilinov is research and teaching associate, member of the laboratory since Jun 01, 2023
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Pavel Ilinov.
@TechReport{IlinMatvSenkStar24,
author = {Pavel Ilinov and Andrei Matveenko and Maxim Senkov and Egor Starkov},
title = {Optimally Biased Expertise},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2024},
type = {Technical Report},
number = {TRANSP-OR 240223},
address = {Lausanne, Switzerland}}}
@Misc{Ilinov_MAN2024,
author = {Pavel Ilinov and Andrei Matveenko and Salil Sharma and Elias Tsakas and Voorneveld Mark},
title = {Sequential Search with Flexible Information},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ilinov_MAN2024.pdf}},
year = {2024},
note = {Presented at MaCCI Annual 2024, Mannheim Center of Competition and Innovation, Mannheim, Switzerland}}}
@Misc{Ilinov_BAS2023,
author = {Pavel Ilinov and Andrei Matveenko and Salil Sharma},
title = {Is it better to be first? Search with endogenous information},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ilinov_BAS2023.pdf}},
year = {2023},
note = {Presented at Invited talk, IOB, University of Basel, University of Basel, Switzerland}}}
@Misc{Ilinov_EEA2023,
author = {Pavel Ilinov and Andrei Matveenko and Salil Sharma},
title = {Is it better to be first? Search with endogenous information},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ilinov_EEA2023.pdf}},
year = {2023},
note = {Presented at EEA-ESEM 2023, EEA, Pompeu Fabra University, Spain}}}
@Misc{Ilinov_ED2023,
author = {Pavel Ilinov},
title = {Is it better to be first? },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ilinov_ED2023.pdf}},
year = {2023},
note = {Presented at 13th Conference on Economic Design, Society for Economic Design, University of Girona, Spain}}}
@Misc{Ilinov_OW2023,
author = {Pavel Ilinov},
title = {Is it better to be first? },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ilinov_OW2023.pdf}},
year = {2023},
note = {Presented at Oligo Workshop 2023, Oligo Society, University of Padova, Italy}}}
@Misc{Ilinov_DC2023,
author = {Pavel Ilinov},
title = {Is it better to be first? },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ilinov_DC2023.pdf}},
year = {2023},
note = {Presented at 15th workshop on Discrete Choice Models, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
Evangelos Paschalidis is research and teaching associate, member of the laboratory since Jan 01, 2023
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Evangelos Paschalidis.
@Article{MastPaschNikifBas,
author = {Chrysanthi Mastora and Evangelos Paschalidis and Andreas Nikiforiadis and Socrates Basbas},
title = {Pedestrian Crossings as a Means of Reducing Conflicts between
Cyclists and Pedestrians in Shared Spaces},
journal = {Sustainability},
year = {2023},
volume = {15},
number = {12},
DOI = {https://doi.org/10.3390/su15129377}}}
@Article{JiangChenPasch,
author = {Jiang Like and Chen Haibo and Evangelos Paschalidis},
title = {Diffusion of connected and autonomous vehicles concerning mode choice, policy interventions and sustainability impacts: A system dynamics modelling study},
journal = {Transport Policy},
year = {2023},
volume = {141},
DOI = {https://doi.org/10.1016/j.tranpol.2023.07.029}}}
@TechReport{BierPasc24,
author = {Michel Bierlaire and Evangelos Paschalidis},
title = {Estimating MEV models with samples of alternatives},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 231225},
address = {Lausanne, Switzerland}}}
@InProceedings{PaschalidisBierlaire_STRC2023,
author = {Michel Beine and Michel Bierlaire and Evangelos Paschalidis and Andreas Vortisch},
title = {Sampling of alternatives in migration aspiration models},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@Misc{2023Paschalidis_DCM,
author = {Evangelos Paschalidis and Andreas Vortisch and Michel Beine and Michel Bierlaire},
title = {Implementing sampling of alternatives in migration aspiration discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023Paschalidis_DCM.pdf}},
year = {2023},
note = {Presented at 15th workshop on Discrete Choice Models, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{2023Paschalidis_STRC,
author = {Michel Beine and Michel Bierlaire and Evangelos Paschalidis and Andreas Vortisch},
title = {Sampling of alternatives in migration aspiration models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023Paschalidis_STRC.pdf}},
year = {2023},
note = {Presented at 23rd Swiss Transport Research Conference (STRC), Ascona, Switzerland}}}
Fabian Torres is research and teaching associate, member of the laboratory since May 01, 2022
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Fabian Torres.
@TechReport{HaerLegaTorrLjubBier2023,
author = {Tom Haering and Robin Legault and {Fabian Alejandro} Torres and Ivana Ljubic and Michel Bierlaire},
title = {Exact Algorithms for Continuous Pricing with Advanced Discrete Choice Demand Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 231211},
address = {Lausanne, Switzerland}}}
The Elevator Dispatching Problem with Destination Control We propose developing a Branch-and-Price (BP) exact method that can provide optimal solutions to instances. The size of the instances that BP can solve has to be determined with computational experiments once the method is implemented and cannot be known beforehand. BP is known to provide good lower bounds that can also be used to evaluate heuristic solutions. The aim of this study is to provide optimal solutions to the deterministic-static EDPDC where we have perfect information and compare with Schindler’s heuristic solution.
Claudio Leonardi is research and teaching associate, member of the laboratory since Jan 01, 2010
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Claudio Leonardi.
The paper provides analytical evidence of the added-value of flexibility for air transportation systems. More specifically, the impact of a new innovative modular aircraft on the operations of an airline is deeply analyzed. The impact analysis is carried out with an integrated schedule planning model which presents a combination of appropriate optimization and behavioral modeling methodologies. The results show that the flexible system uses the transportation capacity more efficiently by carrying more passengers with less overall capacity. Moreover, it is observed that the flexible system deals better with insufficient transportation capacity. Furthermore, the scheduling decisions are robust to the estimated cost figures of the new system. For the analyzed range of costs, it is always carrying more passengers with less allocated capacity compared to a standard system.
@Article{AtaSalBierLeo_2013,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire and Claudio Leonardi},
title = {Impact analysis of a flexible air transportation system},
journal = {European Journal of Transport and Infrastructure Research},
year = {2013},
volume = {13},
number = {2},
pages = {123-146},
note = {Accepted on Dec 17, 2012}}}
@TechReport{AtaSalBierLeo_2012,
author = {Bilge Atasoy and Matteo Salani and Michel Bierlaire and Claudio Leonardi},
title = {Impact analysis of a flexible air transportation system},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2012},
type = {Technical Report},
number = {TRANSP-OR 120717},
address = {Lausanne, Switzerland}}}
@TechReport{AtaSalLeoBier_2011,
author = {Bilge Atasoy and Matteo Salani and Claudio Leonardi and Michel Bierlaire},
title = {Clip-Air, a flexible air transportation system},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2011},
type = {Technical Report},
number = {TRANSP-OR 110929},
address = {Lausanne, Switzerland}}}
@InProceedings{Leonardi_AIAA2021,
author = {Yu Ito and Anne-Marlene R\"uede and Claudio Leonardi},
title = {Repetitive-Use Rocket-Crane/Rover System (R3S) for Planetary Surface Missions},
booktime = {Proceedings of the AIAA Scitech 2021 Forum (AIAA), 19-21 January},
year = {2021},
address = {, }}}
Tom Haering is research and teaching assistant, member of the laboratory since May 01, 2021
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Tom Haering.
This paper presents a novel activity-based demand model that combines an optimisation framework for continuous temporal scheduling decisions (i.e. activity timings and durations) with traditional discrete choice models for non-temporal choice dimensions (i.e. activity participation, number and type of tours, and destinations). The central idea of our approach is that individuals resolve temporal scheduling conflicts that arise from overlapping activities, e.g. needing to work and desiring to shop at the same time, in order to maximise their daily utility. Flexibility parameters capture behavioural preferences that penalise deviations from desired timings. This framework has three advantages over existing activity-based modelling approaches: (i) the time conflicts between different temporal scheduling decisions including the activity sequence are treated jointly; (ii) flexibility parameters follow a utility maximisation approach; and (iii) the framework can be used to estimate and simulate a city-scale case study in reasonable time. We introduce an estimation routine that allows flexibility parameters to be estimated using real-world observations as well as a simulation routine to efficiently resolve temporal conflicts using an optimisation model. The framework is applied to the full-time workers of a synthetic population for the city of Lausanne, Switzerland. We validate the model results against reported schedules. The results demonstrate the capabilities of our approach to reproduce empirical observations in a real-world case study.
@Article{MansHaerHillPougKrueBier22,
author = {Patrick Manser and Tom Haering and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Estimating flexibility preferences to resolve temporal scheduling conflicts in activity-based modelling},
journal = {Transportation},
year = {2022},
DOI = {10.1007/s11116-022-10330-8},
note = {Accepted on Aug 22, 2022}}}
@TechReport{HaerLegaTorrLjubBier2023,
author = {Tom Haering and Robin Legault and {Fabian Alejandro} Torres and Ivana Ljubic and Michel Bierlaire},
title = {Exact Algorithms for Continuous Pricing with Advanced Discrete Choice Demand Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 231211},
address = {Lausanne, Switzerland}}}
@TechReport{BataPougHaerBier22,
author = {Luca Bataillard and Janody Pougala and Tom Haering and Michel Bierlaire},
title = {A comparative analysis of optimization algorithms for activity-based applications},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 220610},
address = {Lausanne, Switzerland}}}
@TechReport{ManserEtAl2021,
author = {Patrick Manser and Tom Haering and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Resolving temporal scheduling conflicts in activity-based modelling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 211209},
address = {Lausanne, Switzerland}}}
@InProceedings{Haering_STRC2023,
author = {Tom Haering and Michel Bierlaire},
title = {A Spatial Branch and Bound Algorithm for Continuous Pricing with Advanced Discrete Choice Demand Modeling},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{haering_heart2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
booktime = {Proceedings of the 10th symposium of the European Association for Research in Transportation (hEART) (hEART), 1-3 June 2022},
year = {2022},
address = {Leuven, Belgium}}}
@InProceedings{Haering_STRC2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{haering_TRISTAN2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
booktime = {Proceedings of the 11th Triennial Symposium on Transportation Analysis (TRISTAN XI) (STRC), 19-25 June},
year = {2022},
address = {, Mauritius}}}
@InProceedings{Salvade_STRC2022,
author = {Nicolas Salvad\'e and Tim Hillel and Janody Pougala and Tom Haering and Michel Bierlaire},
title = {Representing location choice within activity-based models},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{Haering_STRC2021,
author = {Tom Haering and Patrick Manser and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Resolving time conflicts in activity-based scheduling: A case study of Lausanne},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@Misc{2024HaeringBarcelona,
author = {Tom Haering and {Fabian Alejandro} Torres and Michel Bierlaire},
title = {Fast Algorithms for Capacitated Continuous Pricing with Discrete Choice
Demand Models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2024HaeringBarcelona.pdf}},
year = {2024},
note = {Presented at 2nd EPFL Symposium on Transportation Research, EPFL, Barcelona, Spain}}}
@Misc{Haering_hEART2023,
author = {Tom Haering and Ivana Ljubic and Michel Bierlaire},
title = {Large-Scale Continuous Pricing With Discrete Choice Demand Modeling
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Haering_hEART2023.pdf}},
year = {2023},
note = {Presented at 11th Symposium of the European Association for Research in Transportation, ETHZ, Zurich, Switzerland}}}
@Misc{Haering_SwissOR2023,
author = {Tom Haering and Michel Bierlaire},
title = {Continuous Pricing with Advanced Discrete Choice Demand Modeling: A Spatial Branch and Benders Decomposition Algorithm
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Haering_SwissOR2023.pdf}},
year = {2023},
note = {Presented at 19th Swiss Operations Research Days, USI, Lugano, Switzerland}}}
@Misc{Haering_STRC2023,
author = {Tom Haering and Michel Bierlaire},
title = {A Spatial Branch and Bound Algorithm for Continuous Pricing with Advanced Discrete Choice Demand Modeling
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Haering_STRC2023.pdf}},
year = {2023},
note = {Presented at STRC 2023, Monte Verit\á, Ascona, Switzerland}}}
@Misc{haering_TRISTAN2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/haering_TRISTAN2022.pdf}},
year = {2022},
note = {Presented at 11th Triennial Symposium on Transportation Analysis (TRISTAN XI), Mauritius}}}
@Misc{haering_heart2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/haering_heart2022.pdf}},
year = {2022},
note = {Presented at hEART 2022: 10th Symposium of the European Association for Research in Transportation, Leuven, Belgium}}}
@Misc{Haering_STRC2022,
author = {Tom Haering and Claudia Bongiovanni and Michel Bierlaire},
title = {A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Haering_STRC2022.pdf}},
year = {2022},
note = {Presented at 22nd Swiss Transport Research Conference (STRC), Monte Verit\à, Ascona, Switzerland}}}
@Misc{Haering_STRC2021,
author = {Tom Haering and Patrick Manser and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Resolving time conflicts in activity-based scheduling: A case study of Lausanne},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Haering_STRC2021.pdf}},
year = {2021},
note = {Presented at STRC 2021, Monte Verit\á, Ascona, Switzerland}}}
Marija Kukic is research and teaching assistant, member of the laboratory since Oct 01, 2020
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Marija Kukic.
@TechReport{KukicLiBierlaire2023,
author = {Marija Kukic and Xinling Li and Michel Bierlaire},
title = {Divide-and-conquer one-step simulator for the generation of synthetic households},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 230408},
address = {Lausanne, Switzerland}}}
@InProceedings{KukicB_ITSC2023,
author = {Marija Kukic and Salim Benchelabi and Michel Bierlaire},
title = {Hybrid Simulator for Capturing Dynamics of
Synthetic Population},
booktime = {Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems (ITSC), 24 September -28 September},
year = {2023},
address = {Bilbao, Bizkaia, Spain}}}
@InProceedings{KukicBierlaire_STRC2023,
author = {Marija Kukic and Michel Bierlaire},
title = {Hybrid Simulator for Capturing Dynamics of
Synthetic Population},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{KukicBierlaire_STRC2022,
author = {Marija Kukic and Michel Bierlaire},
title = {One-step simulator for synthetic household generation},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{KuBi_STRC2021,
author = {Marija Kukic and Michel Bierlaire},
title = {Population synthesis at the level of households},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@Misc{2024KukicBarcelona,
author = {Marija Kukic and Michel Bierlaire},
title = {Synthetic Population Projections and Unforeseen Events},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2024KukicBarcelona.pdf}},
year = {2024},
note = {Presented at 2nd EPFL Symposium on Transportation Research, EPFL, Barcelona, Spain}}}
@Misc{2023Kukic_ITSC,
author = {Marija Kukic and Michel Bierlaire},
title = {Hybrid Simulator for Capturing Dynamics of Synthetic Populations},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023Kukic_ITSC.pdf}},
year = {2023},
note = {Presented at IEEE Intelligent Transportation Systems Conference (ITSC), , Bilbao, Spain}}}
@Misc{Kukic_STRC2023,
author = {Marija Kukic and Michel Bierlaire},
title = {Hybrid Simulator for Capturing Dynamics of Synthetic Population},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Kukic_STRC2023.pdf}},
year = {2023},
note = {Presented at STRC 2023, Monte Verit\á, Ascona, Switzerland}}}
@Misc{KukicInternal,
author = {Marija Kukic and Michel Bierlaire},
title = {Synthetic Population Generation: Hierarchies and Activities},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/KukicInternal.pdf}},
year = {2023},
note = {Presented at 1st EPFL Symposium on Transportation Research, EPFL, Annecy, France}}}
@Misc{Kukic_STRC2022,
author = {Marija Kukic and Michel Bierlaire},
title = {One-step simulator for synthetic household generation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Kukic_STRC2022.pdf}},
year = {2022},
note = {Presented at STRC 2022, Monte Verit\á, Ascona, Switzerland}}}
@Misc{2022Kukic_ETHZ,
author = {Marija Kukic and Michel Bierlaire},
title = {One-step simulator for the generation of synthetic households},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2022Kukic_ETHZ.pdf}},
year = {2022},
note = {Presented at ETH workshop on agent-based models , Institute for Transport Planning and Systems (ETHZ-IVT), Zurich, Switzerland}}}
@Misc{Kukic_STRC2021,
author = {Marija Kukic and Michel Bierlaire},
title = {Population synthesis at the level of households},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Kukic_STRC2021.pdf}},
year = {2021},
note = {Presented at STRC 2021, Monte Verit\á, Ascona, Switzerland}}}
A growing body of research shows that the traditional approaches employed to plan and forecast travel behaviors are not equipped to deal with the heterogeneity of behaviors over time, space, and social spheres. Therefore, travel policies struggle to reconcile social inclusivity, sustainability and network efficiency. Two ENAC laboratories propose to join forces, in mathematical modeling and quantitative sociology, to develop a novel multi-day activity-scheduling framework to forecast travel demand. Integrating day-to-day correlations in travel behaviors will lead to a better understanding of the motives behind travel decisions, and will unveil more facets of individual decision making for better predictions of their daily mobility choices. This research uses the MOBIS dataset, a 8-week / 3700-respondent travel survey conducted in Switzerland in 2019. The forecasting model will be applied to the Swiss synthetic population and several scenarios will be considered.
Negar Rezvany is research and teaching assistant, member of the laboratory since Oct 01, 2020
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Negar Rezvany.
Various interactions, time arrangements, and constraints exist for individuals scheduling their day as a member of a household, which affect their in-home as well as out-of-home activity schedule. However, the existing activity-based models are mostly based on the individual decision-making process, which are limited in their demonstration of behaviour. We simulate multiple intra-household interaction dimensions within the same framework and capture the coordination of the activity scheduling decisions among all household members. Our approach adopts the Optimisation-based Activity Scheduling Integrating Simultaneous choice dimensions (OASIS) framework, which is at the level of isolated individuals and focuses on out-of-home activity schedules. We jointly simulate in- and out-of-home activities and incorporate interactions into the framework. Our framework contributes to the state-of-the-art in activity-based modelling by explicitly capturing multiple interactions within the same model, such as the allocation of the private vehicle to household members, dividing household maintenance responsibilities, escorting, joint activity participation, and sharing rides. We operationalise the model using time-use-survey data from the United Kingdom. The simulation results demon- strate the ability of the framework to capture complex intra-household interactions. We then demonstrate how these interactions can cause individuals to deviate from their schedules planned in isolation. This is a general framework applicable to different household compositions and available resources.
@Article{RezBieHil23,
author = {Negar Rezvany and Michel Bierlaire and Tim Hillel},
title = {Simulating intra-household interactions for in- and out-of-home activity scheduling},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2023},
volume = {157},
number = {104362},
DOI = {10.1016/j.trc.2023.104362},
note = {Accepted on Sep 26, 2023}}}
@TechReport{RezHilBie2023,
author = {Negar Rezvany and Michel Bierlaire and Tim Hillel},
title = {Simulating intra-household interactions for in- and out-of-home
activity scheduling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@TechReport{RezHilBie2021,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated models of transport and energy demand: A literature review and framework},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
address = {Lausanne, Switzerland}}}
@InProceedings{RezHilBie_STRC2023,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {From domestic energy demand to household activity patterns},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{RezHilBie_hEART2022,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {A utility optimization-based framework for joint in- and out-of-home scheduling},
booktime = {Proceedings of the 10th symposium of the European Association for Research in Transportation (hEART) (hEART), 1-3 June 2022},
year = {2022},
address = {Leuven, Belgium}}}
@InProceedings{RezHilBie_STRC2022,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated in- and out-of-home scheduling framework: A utility optimization-based approach},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC ), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{RezHilBie_STRC2021,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated models of transport and energy demand: A literature review and framework},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC ), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@Misc{2024RezvanyBIG,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Intra-household interactions in ABMs},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2024RezvanyBIG.pdf}},
year = {2024},
note = {Presented at Behaviour \& Infrastructure Group (BIG) Research Colloquium, University College London (UCL), Online}}}
@Misc{2024RezvanyBarcelona,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Intra-household interactions in ABMs: Household-level choice set generation},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2024RezvanyBarcelona.pdf}},
year = {2024},
note = {Presented at 2nd EPFL Symposium on Transportation Research, EPFL, Barcelona, Spain}}}
@Misc{Rezvany_WCTR2023,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Simulating multiple intra-household interactions in ABMs },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Rezvany_WCTR2023.pdf}},
year = {2023},
note = {Presented at World Conference on Transport Research (WCTR), Montreal, Canada}}}
@Misc{Rezvany_ISI2023,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Joint modelling of household activity patterns and
domestic energy demand},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Rezvany_ISI2023.pdf}},
year = {2023},
note = {Presented at ISI Seminar Series, Infrastructure Systems Institute, University College London, London, UK}}}
@Misc{2023Rezvany_STRC,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {From domestic energy demand to household activity patterns},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023Rezvany_STRC.pdf}},
year = {2023},
note = {Presented at 23rd Swiss Transport Research Conference (STRC), Ascona, Switzerland}}}
@Misc{Rez_EPFL_Trans,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Simulating multiple intra-household interactions},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Rez_EPFL_Trans.pdf}},
year = {2023},
note = {Presented at 1st EPFL Symposium on Transportation Research, EPFL, Annecy, France}}}
@Misc{2022Rezvany_hEART,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {A utility optimization-based framework for joint in- and out-of-home scheduling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2022Rezvany_hEART.pdf}},
year = {2022},
note = {Presented at 10th symposium of the European Association for Research in Transportation (hEART) , Leuven, Belgium}}}
@Misc{2022Rezvany_DecAids,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated in- and out-of-home scheduling framework: A utility optimization-based approach },
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2022Rezvany_DecAids.pdf}},
year = {2022},
note = {Presented at Decision-aid methodologies in transportation, EPFL, Lausanne, Switzerland}}}
@Misc{Rezvany_STRC2022,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated in- and out-of-home scheduling framework: A utility optimization-based approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Rezvany_STRC2022.pdf}},
year = {2022},
note = {Presented at STRC 2022, Monte Verit\á, Ascona, Switzerland}}}
@Misc{2022Rezvany_ETHZ,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated models of transport and energy demand},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2022Rezvany_ETHZ.pdf}},
year = {2022},
note = {Presented at ETH workshop on agent-based models , Institute for Transport Planning and Systems (ETHZ-IVT), Zurich, Switzerland}}}
@Misc{Rezvany_STRC2021,
author = {Negar Rezvany and Tim Hillel and Michel Bierlaire},
title = {Integrated models of transport and energy demand: A literature review and framework
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Rezvany_STRC2021.pdf}},
year = {2021},
note = {Presented at STRC 2021, Monte Verit\á, Ascona, Switzerland}}}
Cloe Cortes Balcells is research and teaching assistant, member of the laboratory since Sep 15, 2020
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Cloe Cortes Balcells.
@TechReport{CortKrueBier23,
author = {Cloe {Cortes Balcells} and Rico Krueger and Michel Bierlaire},
title = {Multi-objective Optimization of Activity-Travel Policies for Epidemic Control: Balancing Health and Economic Outcomes on Socio-Economic Segments},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 221007},
address = {Lausanne, Switzerland}}}
@TechReport{CortKrueBier22,
author = {Cloe {Cortes Balcells} and Rico Krueger and Michel Bierlaire},
title = {Disaggregate modeling and policy optimization for the Swiss SARS-CoV-2 outbreak},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 221007},
address = {Lausanne, Switzerland}}}
@Misc{Cortes_STRC2021,
author = {Cloe {Cortes Balcells} and Rico Krueger and Michel Bierlaire},
title = {Agent-based epidemiological models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Cortes_STRC2021.pdf}},
year = {2021},
note = {Presented at STRC 2021, Ascona, Switzerland}}}
Nicola Ortelli is research and teaching assistant, member of the laboratory since Sep 02, 2019
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Nicola Ortelli.
In the context of discrete choice modeling, the extraction of potential behavioral insights from large datasets is often limited by the poor scalability of maximum likelihood estimation. This paper proposes a simple and fast dataset-reduction method that is specifically designed to preserve the richness of observations originally present in a dataset, while reducing the computational complexity of the estimation process. Our approach, called LSH-DR, leverages locality-sensitive hashing to create homogeneous clusters, from which representative observations are then sampled and weighted. We demonstrate the efficacy of our approach by applying it on a real-world mode choice dataset: the obtained results show that the samples generated by LSH-DR allow for substantial savings in estimation time while preserving estimation efficiency at little cost.
@Article{OrteLappBier2024,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Resampling Estimation of Discrete Choice Models},
journal = {Journal of Choice Modelling},
year = {2024},
volume = {50},
number = {100467},
DOI = {10.1016/j.jocm.2023.100467},
note = {Accepted on Dec 20, 2023}}}
Determining appropriate utility specifications for discrete choice models is time-consuming and prone to errors. As the number of possible functions exponentially grows with the vari- ables under consideration, analysts need to spend increasing amounts of time on searching for good specifications through trial-and-error and expert knowledge. This paper proposes a data-driven algorithm that aims at assisting modelers in their search. Our approach trans- lates the task into a multi-objective combinatorial optimization problem and makes use of a variant of the variable neighborhood search algorithm to generate solutions. We apply the algorithm to a real mode choice dataset as a proof of concept. The results demonstrate its ability to generate high-quality specifications in reasonable amounts of time.
@Article{OrteHillCamadeLaBier21,
author = {Nicola Ortelli and Tim Hillel and Francisco Pereira and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Assisted Specification of Discrete Choice Models},
journal = {Journal of Choice Modelling},
year = {2021},
volume = {39},
number = {100285},
DOI = {10.1016/j.jocm.2021.100285},
note = {Accepted on Mar 16, 2021}}}
@Article{RodrOrteBierPere20,
author = {Filipe Rodrigues and Nicola Ortelli and Michel Bierlaire and Francisco Pereira},
title = {Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2020},
DOI = {10.1109/TITS.2020.3031965},
note = {Accepted on Oct 14, 2020}}}
@TechReport{OrteLappVaroBier2024,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Silvia Varotto and Michel Bierlaire},
title = {An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2024},
type = {Technical Report},
number = {TRANSP-OR 240101},
address = {Lausanne, Switzerland}}}
@TechReport{OrteLappBier2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Resampling estimation of discrete choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 230330},
address = {Lausanne, Switzerland}}}
@TechReport{BierOrte23,
author = {Michel Bierlaire and Nicola Ortelli},
title = {Assisted specification with Biogeme 3.2.12},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2023},
type = {Technical Report},
number = {TRANSP-OR 230816},
address = {Lausanne, Switzerland}}}
@TechReport{BierOrte22,
author = {Michel Bierlaire and Nicola Ortelli},
title = {Assisted specification with Biogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 220707},
address = {Lausanne, Switzerland}}}
@TechReport{OrtHilPerLapBie2020,
author = {Nicola Ortelli and Tim Hillel and Francisco Pereira and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Assisted Specification of Discrete Choice Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2020},
type = {Technical Report},
number = {TRANSP-OR 200708},
address = {Lausanne, Switzerland}}}
@InProceedings{OrtHilPerLapBie_HEART2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Faster estimation of discrete choice models via
weighted dataset reduction},
booktime = {Proceedings of the 11th Symposium of the European Association for Research in Transportation (HEART), 6-8 September 2023},
year = {2023},
address = {Zurich, Switzerland}}}
@InProceedings{OrtLapBie_STRC2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Stochastic adaptive resampling for the estimation of discrete choice models},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{OrtLapBie_STRC2022,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Faster estimation of discrete choice models via dataset reduction},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{OrtBieLap_STRC2021,
author = {Nicola Ortelli and Michel Bierlaire and Matthieu {de Lapparent}},
title = {Can we infer on behavioral impacts of public policy on accident severity outcomes? A Swiss case study using historical disaggregate accident reports},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{OrtHilPerLapBie_HEART2020,
author = {Nicola Ortelli and Tim Hillel and Francisco Pereira and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Variable Neighborhood Search for Assisted Utility Specification in Discrete Choice Models},
booktime = {Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART), 3-4 February 2021},
year = {2020},
address = {Lyon, France}}}
@Misc{Ortelli_iide2023,
author = {Nicola Ortelli and Silvia Varotto and Michel Bierlaire and Matthieu {de Lapparent}},
title = {Un nouveau mod\èle hybride pour la mod\élisation de la conduite imprudente et de la gravit\é des accidents
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_iide2023.pdf}},
year = {2023},
note = {Presented at S\éminaire interne de l'IIDE, HEIG-VD, Yverdon-les-Bains, Switzerland}}}
@Misc{Ortelli_hEART2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Resampling estimation of discrete choice models
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_hEART2023.pdf}},
year = {2023},
note = {Presented at 11th Symposium of the European Association for Research in Transportation, ETHZ, Zurich, Switzerland}}}
@Misc{Ortelli_dcm2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Stochastic adaptive resampling
for the estimation of discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_dcm2023.pdf}},
year = {2023},
note = {Presented at 15th workshop on Discrete Choice Models, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{Ortelli_strc2023,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Stochastic adaptive resampling for the estimation of discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_strc2023.pdf}},
year = {2023},
note = {Presented at 23rd Swiss Transport Research Conference, Monte Verit\à, Ascona, Switzerland}}}
@Misc{Ortelli_sympo2023,
author = {Nicola Ortelli and Silvia Varotto and Michel Bierlaire and Matthieu {de Lapparent}},
title = {An integrated ordered logit and latent variable model for crash injury severity: a Swiss case study using disaggregate crash reports},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_sympo2023.pdf}},
year = {2023},
note = {Presented at 1st EPFL Symposium on Transportation Research, EPFL, Annecy, France}}}
@Misc{Ortelli_iatbr2022,
author = {Nicola Ortelli and Silvia Varotto and Michel Bierlaire and Matthieu {de Lapparent}},
title = {An integrated ordered logit and latent variable model for crash injury severity: a Swiss case study using disaggregate crash reports},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_iatbr2022.pdf}},
year = {2022},
note = {Presented at 16th International Conference on Travel Behaviour Research, International Association for Travel Behaviour Research (IATBR), Santiago, Chile}}}
@Misc{Ortelli_strc2022,
author = {Nicola Ortelli and Matthieu {de Lapparent} and Michel Bierlaire},
title = {Faster estimation of discrete choice models via dataset reduction},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_strc2022.pdf}},
year = {2022},
note = {Presented at 22nd Swiss Transport Research Conference, Monte Verit\à, Ascona, Switzerland}}}
@Misc{Ortelli_strc2021,
author = {Nicola Ortelli and Michel Bierlaire and Matthieu {de Lapparent}},
title = {Can we infer on behavioral impacts of public policy on accident severity outcomes?},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_strc2021.pdf}},
year = {2021},
note = {Presented at 21st Swiss Transport Research Conference, Monte Verit\à, Ascona, Switzerland}}}
@Misc{Ortelli_leeds2021,
author = {Nicola Ortelli},
title = {Assisted specification of discrete choice models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Ortelli_leeds2021.pdf}},
year = {2021},
note = {Presented at CMC Online Seminar Series 2021, Choice Modelling Centre (CMC), University of Leeds, Leeds, UK}}}
Janody Pougala is research and teaching assistant, member of the laboratory since Mar 01, 2019
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Janody Pougala.
@Article{PougHillBier23,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2023},
volume = {155},
DOI = {10.1016/j.trc.2023.104291
}}}
This paper presents a novel activity-based demand model that combines an optimisation framework for continuous temporal scheduling decisions (i.e. activity timings and durations) with traditional discrete choice models for non-temporal choice dimensions (i.e. activity participation, number and type of tours, and destinations). The central idea of our approach is that individuals resolve temporal scheduling conflicts that arise from overlapping activities, e.g. needing to work and desiring to shop at the same time, in order to maximise their daily utility. Flexibility parameters capture behavioural preferences that penalise deviations from desired timings. This framework has three advantages over existing activity-based modelling approaches: (i) the time conflicts between different temporal scheduling decisions including the activity sequence are treated jointly; (ii) flexibility parameters follow a utility maximisation approach; and (iii) the framework can be used to estimate and simulate a city-scale case study in reasonable time. We introduce an estimation routine that allows flexibility parameters to be estimated using real-world observations as well as a simulation routine to efficiently resolve temporal conflicts using an optimisation model. The framework is applied to the full-time workers of a synthetic population for the city of Lausanne, Switzerland. We validate the model results against reported schedules. The results demonstrate the capabilities of our approach to reproduce empirical observations in a real-world case study.
@Article{MansHaerHillPougKrueBier22,
author = {Patrick Manser and Tom Haering and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Estimating flexibility preferences to resolve temporal scheduling conflicts in activity-based modelling},
journal = {Transportation},
year = {2022},
DOI = {10.1007/s11116-022-10330-8},
note = {Accepted on Aug 22, 2022}}}
We propose a new modelling approach for daily activity scheduling which integrates the different daily scheduling choice dimensions (activity participation, location, schedule, duration and transportation mode) into a single optimisation problem. The fundamental behavioural principle behind our approach is that individuals schedule their day to maximise their overall derived utility from the activities they complete, according to their individual needs, constraints, and preferences. By combining mul- tiple choices into a single optimisation problem, our framework is able to capture the complex trade-offs between scheduling decisions for multiple activities. These trade-offs could include how spending longer in one activity will reduce the time- availability for other activities or how the order of activities determines the travel- times. The implemented framework takes as input a set of considered activities, with associated locations and travel modes, and uses these to produce empirical distri- butions of individual schedules from which different daily schedules can be drawn. The model is illustrated using historic trip diary data from the Swiss Mobility and Transport Microcensus. The results demonstrate the ability of the proposed frame- work to generate complex and realistic distributions of starting time and duration for different activities within the tight time constraints. The generated schedules are then compared to the aggregate distributions from the historical data to demonstrate the feasibility and flexibility of our approach.
@Article{PougHillBier22,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Capturing trade-offs between daily scheduling choices},
journal = {Journal of Choice Modelling},
year = {2022},
volume = {43},
number = {100354},
DOI = {10.1016/j.jocm.2022.100354},
note = {Accepted on Mar 19, 2022}}}
@TechReport{PougHillBier22,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: Optimisation-based Activity Scheduling
with Integrated Simultaneous choice dimensions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 221124},
address = {Lausanne, Switzerland}}}
@TechReport{BataPougHaerBier22,
author = {Luca Bataillard and Janody Pougala and Tom Haering and Michel Bierlaire},
title = {A comparative analysis of optimization algorithms for activity-based applications},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2022},
type = {Technical Report},
number = {TRANSP-OR 220610},
address = {Lausanne, Switzerland}}}
@TechReport{ManserEtAl2021,
author = {Patrick Manser and Tom Haering and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Resolving temporal scheduling conflicts in activity-based modelling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 211209},
address = {Lausanne, Switzerland}}}
@TechReport{PougHillBier21,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Capturing trade-offs between daily scheduling choices},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
year = {2021},
type = {Technical Report},
number = {TRANSP-OR 210101},
address = {Lausanne, Switzerland}}}
@InProceedings{PoHiBi_STRC2023,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {From one-day to multiday activity scheduling: extending the OASIS framework},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{WanPouBie_STRC2023,
author = {Mengyi Wang and Janody Pougala and Michel Bierlaire},
title = {Initial comparisons between Multiple Discrete-Continuous Extreme Value (MDCEV) model and Optimization-based Activity Scheduling Integrating Simultaneous choice dimensions (OASIS) framework},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC) (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@InProceedings{PoHiBi_STRC2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Parameter estimation for activity-based models},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{Salvade_STRC2022,
author = {Nicolas Salvad\'e and Tim Hillel and Janody Pougala and Tom Haering and Michel Bierlaire},
title = {Representing location choice within activity-based models},
booktime = {Proceedings of the 22nd Swiss Transport Research Conference (STRC), 18-20 May},
year = {2022},
address = {Ascona, Switzerland}}}
@InProceedings{Haering_STRC2021,
author = {Tom Haering and Patrick Manser and Tim Hillel and Janody Pougala and Rico Krueger and Michel Bierlaire},
title = {Resolving time conflicts in activity-based scheduling: A case study of Lausanne},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{PoHiBi_STRC2021,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Choice set generation for activity-based models},
booktime = {Proceedings of the 21st Swiss Transport Research Conference (STRC), 12-14 September},
year = {2021},
address = {Ascona, Switzerland}}}
@InProceedings{HilPouManLueSchBie_HEART2020,
author = {Tim Hillel and Janody Pougala and Patrick Manser and Raphael Luethi and Wolfgang Scherr and Michel Bierlaire},
title = {Modelling mobility tool availability at a household and individual level: A case study of Switzerland},
booktime = {Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART), 3-4 February 2021},
year = {2020},
address = {Lyon, France}}}
@InProceedings{PouHilBie_HEART2020,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {An optimization framework for daily activity schedules},
booktime = {Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART), 3-4 February 2021},
year = {2020},
address = {Lyon, France}}}
@InProceedings{PouHilBie_STRC2020,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Scheduling of daily activities: an optimization approach},
booktime = {Proceedings of the 20th Swiss Transport Research Conference (STRC), 13-14 May},
year = {2020},
address = {Ascona, Switzerland}}}
@Misc{Pougala_hEART2023,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Modelling the impact of activity duration on utility-based scheduling decisions: a comparative analysis},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_hEART2023.pdf}},
year = {2023},
note = {Presented at 11th Symposium of the European Association for Research in Transportation, ETHZ, Zurich, Switzerland}}}
@Misc{Pougala_MUM2023,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Modelling the impact of activity duration on utility-based scheduling decisions},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_MUM2023.pdf}},
year = {2023},
note = {Presented at MatSIM User Meeting, ETHZ, Zurich, Switzerland}}}
@Misc{Pougala_DC2023,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Modelling the impact of activity duration on utility-based scheduling decisions: a comparative analysis},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_DC2023.pdf}},
year = {2023},
note = {Presented at 15th workshop on Discrete Choice Models, Ecole Polytechnique F\éd\érale de Lausanne, Lausanne, Switzerland}}}
@Misc{Pougala_STRC2023,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {From one-day to multiday activity scheduling: extending the OASIS framework},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_STRC2023.pdf}},
year = {2023},
note = {Presented at STRC 2023, Monte Verit\á, Ascona, Switzerland}}}
@Misc{Pougala_IATBR2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: An integrated framework to simulate daily scheduling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_IATBR2022.pdf}},
year = {2022},
note = {Presented at 16th International Conference on Travel Behaviour Research, International Association for Travel Behaviour Research (IATBR), Santiago, Chile}}}
@Misc{Pougala_Imperial2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: An optimisation framework for daily activity scheduling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_Imperial2022.pdf}},
year = {2022},
note = {Presented at USL Seminar Series, Urban Systems Laboratory, Imperial College London
, London, UK}}}
@Misc{Pougala_ARUP2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: An optimisation framework for daily activity scheduling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_ARUP2022.pdf}},
year = {2022},
note = {Presented at , City Modelling Lab, ARUP, London, UK}}}
@Misc{Pougala_UCL22,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {OASIS: An optimisation framework for daily activity scheduling},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_UCL22.pdf}},
year = {2022},
note = {Presented at ISI Seminar Series, Infrastructure Systems Institute, University College London, London, UK}}}
@Misc{Pougala_TUM2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {An optimisation framework for activity-based models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_TUM2022.pdf}},
year = {2022},
note = {Presented at Seeon Symposium on Activity-Based Modelling, TUM, Kloster Seeon, Germany}}}
@Misc{Pougala_STRC2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Parameter estimation for activity-based models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_STRC2022.pdf}},
year = {2022},
note = {Presented at STRC 2022, Monte Verit\á, Ascona, Switzerland}}}
@Misc{Pougala_ETH2022,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Optimisation-based activity-based models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_ETH2022.pdf}},
year = {2022},
note = {Presented at ETH workshop on agent-based models , Institute for Transport Planning and Systems (ETHZ-IVT), Zurich, Switzerland}}}
@Misc{Pougala_mobilTUM22,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Choice set generation for activity-based models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_mobilTUM22.pdf}},
year = {2022},
note = {Presented at mobil.TUM 2022: 12th International Scientific Conference on Mobility and Transport, TUM Asia, Online}}}
@Misc{Pougala_STRC2021,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Choice set generation for activity-based models},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_STRC2021.pdf}},
year = {2021},
note = {Presented at STRC 2021, Monte Verit\á, Ascona, Switzerland}}}
@Misc{Pougala_STRC2020,
author = {Janody Pougala and Tim Hillel and Michel Bierlaire},
title = {Scheduling of daily activities: an optimization approach},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Pougala_STRC2020.pdf}},
year = {2020},
note = {Presented at STRC 2020, Monte Verit\á, Ascona, Switzerland}}}
This project has the following content: Transport policy is currently not finding a way out of its dilemma; the imminent need to decarbonize a sector fast which has barely moved in the recent past and the social requirement to maintain and increase accessibility across all modes, but not to encourage sprawl while still allowing further decreases in the generalised cost of travel by new technologies and business models. We propose to use a radical departure from previous proposed ideas to enable the policy and transport industry to begin thinking from a different starting point. The design idea is to reallocate 50% of the existing urban road space to e-bikes, bicycles, and other micromobility modes and to assess what this change could achieve in terms of accessibility, generalised costs of travel, changes in daily life and reductions in emissions and CO2. The project will integrate careful involvement of the various stakeholders from citizens, cities, firms to interest groups, but will also provide the materials needed to communicate the ideas and their equity impacts visually and verbally at the required levels of complexity.
A growing body of research shows that the traditional approaches employed to plan and forecast travel behaviors are not equipped to deal with the heterogeneity of behaviors over time, space, and social spheres. Therefore, travel policies struggle to reconcile social inclusivity, sustainability and network efficiency. Two ENAC laboratories propose to join forces, in mathematical modeling and quantitative sociology, to develop a novel multi-day activity-scheduling framework to forecast travel demand. Integrating day-to-day correlations in travel behaviors will lead to a better understanding of the motives behind travel decisions, and will unveil more facets of individual decision making for better predictions of their daily mobility choices. This research uses the MOBIS dataset, a 8-week / 3700-respondent travel survey conducted in Switzerland in 2019. The forecasting model will be applied to the Swiss synthetic population and several scenarios will be considered.
This project, joint with Swiss Federal Railways (SBB) will develop a new activity-based modelling approach based on optimization of individual daily mobility plans. This approach will be implemented within SBB's existing nationwide model for Switzerland for investment and service planning decisions for future transportation.
This research project aims to update and improve the microscopic activity-based demand model developed and maintained by SBB. Specifically the research intends to address the following questions: 1. Ownership of mobility instruments: Which metrics and specifications can be added to the current model, in order to improve its ability to forecast mid-and long-term ownership of mobility instruments? More specifically, how can the notion of accessibility be integrated to the current model to capture more complex mode interactions? 2. Mode choice model: Can a tour-based approach be used to model mode choice? In addition, how can the processes to estimate destination and mode choice (currently nested) be combined to generate results that are consistent with observed mobility behaviors at different time horizons (short, mid, and long-term)? 3. Tour and activity generation: How can the generation of tours and activity patterns be combined to allow modelling of joint decisions?
Mengyi Wang has been a member of the laboratory from Nov 08, 2022 to Oct 31, 2023
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Mengyi Wang.
@InProceedings{WanPouBie_STRC2023,
author = {Mengyi Wang and Janody Pougala and Michel Bierlaire},
title = {Initial comparisons between Multiple Discrete-Continuous Extreme Value (MDCEV) model and Optimization-based Activity Scheduling Integrating Simultaneous choice dimensions (OASIS) framework},
booktime = {Proceedings of the 23rd Swiss Transport Research Conference (STRC) (STRC), 10-12 May},
year = {2023},
address = {Ascona, Switzerland}}}
@Misc{2023WANG_STRC,
author = {Mengyi Wang and Janody Pougala and Michel Bierlaire},
title = {Initial comparisons between Multiple Discrete-Continuous Extreme Value (MDCEV) model and Optimization-based Activity Scheduling Integrating Simultaneous choice dimensions (OASIS) framework},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/2023WANG_STRC.pdf}},
year = {2023},
note = {Presented at 23rd Swiss Transport Research Conference (STRC), Ascona, Switzerland}}}
@Misc{Wang_sympo2023,
author = {Mengyi Wang and Michel Bierlaire},
title = {Further development of Multiple Discrete-Continuous Extreme Value (MDCEV) model and comparisons with OASIS framework
},
howpublished = {\url{https://transp-or.epfl.ch/documents/talks/Wang_sympo2023.pdf}},
year = {2023},
note = {Presented at 1st EPFL Symposium on Transportation Research, EPFL, Annecy, France}}}
Michel Bierlaire, EPFL. Sun Apr 14 18:54:01 2024