Michel Bierlaire technical reports

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.

More information may be available here

• Ortelli, N., de Lapparent, M., Varotto, S. F., and Bierlaire, M. (2024). An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior. Technical report TRANSP-OR 240101. Transport and Mobility Laboratory, ENAC, EPFL.
• Ricard, L., and Bierlaire, M. (2024). 50 years of behavioral models for transportation and logistics. Technical report TRANSP-OR 220408. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Paschalidis, E. (2023). Estimating MEV models with samples of alternatives. Technical report TRANSP-OR 231225. Transport and Mobility Laboratory, ENAC, EPFL.
• Haering, T., Legault, R., Torres, F., Ljubic, I., and Bierlaire, M. (2023). Exact Algorithms for Continuous Pricing with Advanced Discrete Choice Demand Models. Technical report TRANSP-OR 231211. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2023). A short introduction to Biogeme. Technical report TRANSP-OR 230620. Transport and Mobility Laboratory, ENAC, EPFL.
• Kukic, M., Li, X., and Bierlaire, M. (2023). Divide-and-conquer one-step simulator for the generation of synthetic households. Technical report TRANSP-OR 230408. Transport and Mobility Laboratory, ENAC, EPFL.
• Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Resampling estimation of discrete choice models. Technical report TRANSP-OR 230330. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Ortelli, N. (2023). Assisted specification with Biogeme 3.2.12. Technical report 230816. Transport and Mobility Laboratory, ENAC, EPFL.
• Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2023). Multi-objective Optimization of Activity-Travel Policies for Epidemic Control: Balancing Health and Economic Outcomes on Socio-Economic Segments. Technical report 221007. Transport and Mobility Laboratory, ENAC, EPFL.
• Rezvany, N., Bierlaire, M., and Hillel, T. (2023). Simulating intra-household interactions for in- and out-of-home activity scheduling. Technical report . Transport and Mobility Laboratory, ENAC, EPFL.
• Pougala, J., Hillel, T., and Bierlaire, M. (2022). OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions. Technical report TRANSP-OR 221124. Transport and Mobility Laboratory, ENAC, EPFL.
• Bataillard, L., Pougala, J., Haering, T., and Bierlaire, M. (2022). A comparative analysis of optimization algorithms for activity-based applications. Technical report TRANSP-OR 220610. Transport and Mobility Laboratory, ENAC, EPFL.
• Varotto, S. F., Krueger, R., and Bierlaire, M. (2022). Modelling travel behaviour: A choice modelling perspective. Technical report TRANSP-OR 220315. Transport and Mobility Laboratory, ENAC, EPFL.
• Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2022). Disaggregate modeling and policy optimization for the Swiss SARS-CoV-2 outbreak. Technical report 221007. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Ortelli, N. (2022). Assisted specification with Biogeme. Technical report 220707. Transport and Mobility Laboratory, ENAC, EPFL.
• Manser, P., Haering, T., Hillel, T., Pougala, J., Krueger, R., and Bierlaire, M. (2021). Resolving temporal scheduling conflicts in activity-based modelling. Technical report TRANSP-OR 211209. Transport and Mobility Laboratory, ENAC, EPFL.
• Pacheco, M., Gendron, B., Sharif Azadeh, S., and Bierlaire, M. (2021). A Lagrangian decomposition scheme for choice-based optimization. Technical report TRANSP-OR 210827. Transport and Mobility Laboratory, ENAC, EPFL.
• Krueger, R., Bierlaire, M., Daziano, R., Rashidi, T., and Bansal, P. (2021). Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity. Technical report TRANSP-OR 210617. Transport and Mobility Laboratory, ENAC, EPFL.
• Molyneaux, N., and Bierlaire, M. (2021). Analysis and modelling of intra-hub pedestrian dynamics. Technical report TRANSP-OR 210526. Transport and Mobility Laboratory, ENAC, EPFL.
• Krueger, R., Bierlaire, M., Gasos, T., and Bansal, P. (2021). Robust discrete choice models with t-distributed kernel errors. Technical report TRANSP-OR 210518. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., Frejinger, E., and Hillel, T. (2021). Dynamic choice models. Technical report TRANSP-OR 210305. Transport and Mobility Laboratory, ENAC, EPFL.
• Molyneaux, N., and Bierlaire, M. (2021). Controlling pedestrian flows with moving walkways. Technical report TRANSP-OR 210218. Transport and Mobility Laboratory, ENAC, EPFL.
• Beine, M., Bierlaire, M., and Docquier, F. (2021). New York, Abu Dhabi, London or Stay at Home? Using a Cross-Nested Logit Model to Identify Complex Substitution Patterns in Migration. Technical report TRANSP-OR 210130. Transport and Mobility Laboratory, ENAC, EPFL.
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2021). Price-based regulation of oligopolistic markets under discrete choice models of demand. Technical report TRANSP-OR 210127. Transport and Mobility Laboratory, ENAC, EPFL.
• Pougala, J., Hillel, T., and Bierlaire, M. (2021). Capturing trade-offs between daily scheduling choices. Technical report TRANSP-OR 210101. Transport and Mobility Laboratory, ENAC, EPFL.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2021). Integrated models of transport and energy demand: A literature review and framework. Technical report . Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Krueger, R. (2020). Sampling and discrete choice. Technical report TRANSP-OR 201109. Transport and Mobility Laboratory, ENAC, EPFL.
• Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2020). Assisted Specification of Discrete Choice Models. Technical report TRANSP-OR 200708. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2020). A short introduction to PandasBiogeme. Technical report TRANSP-OR 200605. Transport and Mobility Laboratory, ENAC, EPFL.
• Krueger, R., Bansal, P., Bierlaire, M., Daziano, R., and Rashidi, T. (2020). Variational bayesian inference for mixed logit models with unobserved inter-and intra-individual heterogeneity. Technical report arXiv:1905.00419. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2019). Monte-Carlo integration with PandasBiogeme. Technical report TRANSP-OR 191231. Transport and Mobility Laboratory, ENAC, EPFL.
• Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2019). Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms. Technical report TRANSP-OR 191213. Transport and Mobility Laboratory, ENAC, EPFL.
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2019). A disaggregate choice-based approach to find epsilon-equilibria of oligopolistic markets. Technical report TRANSP-OR 191107. Transport and Mobility Laboratory, ENAC, EPFL.
• Molyneaux, N., Scarinci, R., and Bierlaire, M. (2019). Design and analysis of control strategies for pedestrian flows. Technical report TRANSP-OR 191031. Transport and Mobility Laboratory, ENAC, EPFL.
• Mueller, F., Guerster, M., Obrenovic, N., and Bierlaire, M. (2019). Can regional railway become emission-free with recently announced vehicles? - A case study of Bavaria. Technical report TRANSP-OR 191028. Transport and Mobility Laboratory, ENAC, EPFL.
• Hillel, T., Bierlaire, M., and Jin, Y. (2019). A systematic review of machine learning methodologies for modelling passenger mode choice. Technical report TRANSP-OR 191025. Transport and Mobility Laboratory, ENAC, EPFL.
• Bansal, P., Krueger, R., Bierlaire, M., Daziano, R., and Rashidi, T. (2019). Bayesian estimation of mixed multinomial logit models: Advances and simulation-based evaluations.. Technical report arXiv:1904.03647. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2018). Estimating choice models with latent variables with PandasBiogeme. Technical report TRANSP-OR 181227. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2018). Calculating indicators with PandasBiogeme. Technical report TRANSP-OR 181223. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2018). PandasBiogeme: a short introduction. Technical report TRANSP-OR 181219. Transport and Mobility Laboratory, ENAC, EPFL.
• Scarinci, R., Zanarini, A., and Bierlaire, M. (2018). Electrification of urban mobility: the case of catenary-free buses. Technical report TRANSP-OR 181030. Transport and Mobility Laboratory, ENAC, EPFL.
• Xia, J., Dai, W., Polak, J., and Bierlaire, M. (2018). Dimension reduction for origin-destination flow estimation: blind estimation made possible. Technical report 1810.06077.
• Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2017). A unified framework for rich routing problems with stochastic demands. Technical report TRANSP-OR 171025. Transport and Mobility Laboratory, ENAC, EPFL.
• Pacheco, M., Sharif Azadeh, S., Bierlaire, M., and Gendron, B. (2017). Integrating advanced discrete choice models in mixed integer linear optimization. Technical report TRANSP-OR 170714. Transport and Mobility Laboratory, ENAC, EPFL.
• Kazagli, E., Bierlaire, M., and de Lapparent, M. (2017). Operational route choice methodologies for practical applications. Technical report TRANSP-OR 170526. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Lurkin, V. (2017). Introduction to disaggregate demand models. Technical report TRANSP-OR 170508. Transport and Mobility Laboratory, ENAC, EPFL.
• Binder, S., Maknoon, Y., and Bierlaire, M. (2017). Introducing exogenous priority rules for the capacitated passenger assignment problem. Technical report TRANSP-OR 170209. Transport and Mobility Laboratory, ENAC, EPFL.
• Scarinci, R., Markov, I., and Bierlaire, M. (2017). Network design of a transport system based on accelerating moving walkways. Technical report TRANSP-OR 170123. Transport and Mobility Laboratory, ENAC, EPFL.
• Nikolic, M., Bierlaire, M., de Lapparent, M., and Scarinci, R. (2017). Multi-class speed-density relationship for pedestrian traffic. Technical report TRANSP-OR 170115. Transport and Mobility Laboratory, ENAC, EPFL.
• Fernandez-Antolin, A., de Lapparent, M., and Bierlaire, M. (2016). Modeling purchases of new cars: an analysis of the 2014 French market. Technical report TRANSP-OR 161130. Transport and Mobility Laboratory, ENAC, EPFL.
• Robenek, T., Sharif Azadeh, S., Maknoon, Y., de Lapparent, M., and Bierlaire, M. (2016). Train Timetable Design Under Elastic Passenger Demand. Technical report TRANSP-OR 160923. Transport and Mobility Laboratory, ENAC, EPFL.
• Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2016). Inventory routing with non-stationary stochastic demands. Technical report TRANSP-OR 160825. Transport and Mobility Laboratory, ENAC, EPFL.
• Nikolic, M., and Bierlaire, M. (2016). Data-driven characterization of pedestrian flows. Technical report TRANSP-OR 160815. Transport and Mobility Laboratory, ENAC, EPFL.
• Scarinci, R., Bahrami, F., Ourednik, A., and Bierlaire, M. (2016). An exploration of moving walkways as a transport system in urban centers. Technical report TRANSP-OR 160810. Transport and Mobility Laboratory, ENAC, EPFL.
• Maknoon, Y., and Bierlaire, M. (2016). A passenger-centric approach to enhance railway services. Technical report TRANSP-OR 160805. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2016). PythonBiogeme: a short introduction. Technical report TRANSP-OR 160706. Transport and Mobility Laboratory, ENAC, EPFL.
• Binder, S., Maknoon, Y., and Bierlaire, M. (2016). The multi-objective railway timetable rescheduling problem. Technical report TRANSP-OR 160530. Transport and Mobility Laboratory, ENAC, EPFL.
• Robenek, T., Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M. (2016). Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables. Technical report TRANSP-OR 160510. Transport and Mobility Laboratory, ENAC, EPFL.
• Fernandez-Antolin, A., Guevara-Cue, A., de Lapparent, M., and Bierlaire, M. (2016). Correcting for endogeneity using the multiple indicator solution. Technical report TRANSP-OR 160405. Transport and Mobility Laboratory, ENAC, EPFL.
• Scarinci, R., Rast, F., and Bierlaire, M. (2016). Evaluation of the energy consumption in different mobility scenarios to meet the goal of a 2000-watt society. Technical report TRANSP-OR 130916. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Sharif Azadeh, S. (2016). Demand-based discrete optimization. Technical report 160209. Transport and Mobility Laboratory, ENAC, EPFL.
• Danalet, A., Tinguely, L., de Lapparent, M., and Bierlaire, M. (2015). Location choice with longitudinal WiFi data. Technical report TRANSP-OR 151110. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2015). BisonBiogeme: syntax of the modeling language. Technical report TRANSP-OR 151102. Transport and Mobility Laboratory, ENAC, EPFL.
• Hänseler, F., Lam, W., Bierlaire, M., Lederrey, G., and Nikolic, M. (2015). A dynamic network loading model for anisotropic and congested pedestrian flows. Technical report TRANSP-OR 151026. Transport and Mobility Laboratory, ENAC, EPFL.
• Hänseler, F., Bierlaire, M., and Scarinci, R. (2015). Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study. Technical report TRANSP-OR 151008. Transport and Mobility Laboratory, ENAC, EPFL.
• Robenek, T., Maknoon, Y., Sharif Azadeh, S., Chen, J., and Bierlaire, M. (2015). Passenger Centric Train Timetabling Problem. Technical report TRANSP-OR 150917. Transport and Mobility Laboratory, ENAC, EPFL.
• Maknoon, Y., Sharif Azadeh, S., and Bierlaire, M. (2015). Trajectory planning for small aircrafts. Technical report TRANSP-OR 150901. Transport and Mobility Laboratory, ENAC, EPFL.
• Kazagli, E., Bierlaire, M., and Flötteröd, G. (2015). Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations. Technical report TRANSP-OR 150824. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2015). BisonBiogeme: estimating a first model. Technical report TRANSP-OR 150720. Transport and Mobility Laboratory, ENAC, EPFL.
• Hänseler, F., Molyneaux, N., and Bierlaire, M. (2015). Estimation of pedestrian origin-destination demand in train stations. Technical report TRANSP-OR 150703. Transport and Mobility Laboratory, ENAC, EPFL.
• Nikolic, M., Bierlaire, M., and Farooq, B. (2015). Probabilistic speed-density relationship for pedestrian traffic: a data-driven approach. Technical report TRANSP-OR 150411. Transport and Mobility Laboratory, ENAC, EPFL.
• Markov, I., Varone, S., and Bierlaire, M. (2015). The waste collection VRP with intermediate facilities, a heterogeneous fixed fleet and a flexible assignment of origin and destination depot. Technical report TRANSP-OR 150212. Transport and Mobility Laboratory, ENAC, EPFL.
• Hänseler, F., Molyneaux, N., and Bierlaire, M. (2015). Schedule-based estimation of pedestrian origin-destination demand in railway stations. Technical report TRANSP-OR 150108. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2015). Monte-Carlo integration with PythonBiogeme. Technical report 150806. Transport and Mobility Laboratory, ENAC, EPFL.
• Moret, S., Bierlaire, M., and Maréchal, F. (2014). Robust Optimization for Strategic Energy Planning. Technical report TRANSP-OR 141115. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2014). Simulation and optimization in transportation: a short review. Technical report TRANSP-OR 141113. Transport and Mobility Laboratory, ENAC, EPFL.
• Glerum, A., and Bierlaire, M. (2014). Capturing response behavior heterogeneity in the quantification of semi-open questions: a mixed discrete-continuous approach. Technical report TRANSP-OR 140305. Transport and Mobility Laboratory, ENAC, EPFL.
• Lai, X., and Bierlaire, M. (2014). Specification of the cross nested logit model with sampling of alternatives for route choice models. Technical report 140602. Transport and Mobility Laboratory, ENAC, EPFL.
• Hänseler, F., Bierlaire, M., Farooq, B., and Mühlematter, T. (2013). An aggregate model for transient and multi-directional pedestrian flows in public walking areas. Technical report TRANSP-OR 131219. Transport and Mobility Laboratory, ENAC, EPFL.
• Umang, N., Erera, A. L., and Bierlaire, M. (2013). The robust single machine scheduling problem with uncertain release and processing times. Technical report TRANSP-OR 131029. Transport and Mobility Laboratory, ENAC, EPFL.
• Danalet, A., Farooq, B., and Bierlaire, M. (2013). A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures. Technical report TRANSP-OR 131002. Transport and Mobility Laboratory, ENAC, EPFL.
• Hänseler, F., Molyneaux, N., Thémans, M., and Bierlaire, M. (2013). Pedestrian strategies within railway stations: Analysis and modeling of pedestrian flows (PedFlux Mid-Term Report). Technical report TRANSP-OR 130920. Transport and Mobility Laboratory, ENAC, EPFL.
• Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M. (2013). Integrating psychometric indicators in latent class choice models. Technical report TRANSP-OR 130423. Transport and Mobility Laboratory, ENAC, EPFL.
• Atasoy, B., Salani, M., and Bierlaire, M. (2013). A local search heuristic for a mixed integer nonlinear integrated airline schedule planning problem. Technical report TRANSP-OR 130402. Transport and Mobility Laboratory, ENAC, EPFL.
• Umang, N., Bierlaire, M., and Erera, A. L. (2013). Real-time management of berth allocation with stochastic arrival and handling times. Technical report TRANSP-OR 130215. Transport and Mobility Laboratory, ENAC, EPFL.
• Farooq, B., Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2013). Simulation based Synthesis of Population. Technical report TRANSP-OR 130125. Transport and Mobility Laboratory, ENAC, EPFL.
• Robenek, T., Umang, N., Bierlaire, M., and Ropke, S. (2012). A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports. Technical report TRANSP-OR 121030. Transport and Mobility Laboratory, ENAC, EPFL.
• Hänseler, F., Sahaleh, S., Farooq, B., Lavadinho, S., Thémans, M., and Bierlaire, M. (2012). Final report on the modeling part of the "Flux pietons Gare de Lausanne" project within the framework of "Leman 2030". Technical report TRANSP-OR 120801. Transport and Mobility Laboratory, ENAC, EPFL.
• Ythier, J., Walker, J., and Bierlaire, M. (2012). The role of the social network and the usage of communication in travel behavior measured with Smartphone data. Technical report TRANSP-OR 120801. Transport and Mobility Laboratory, ENAC, EPFL.
• Atasoy, B., Salani, M., Bierlaire, M., and Leonardi, C. (2012). Impact analysis of a flexible air transportation system. Technical report TRANSP-OR 120717. Transport and Mobility Laboratory, ENAC, EPFL.
• Chen, J., and Bierlaire, M. (2012). Probabilistic multimodal map-matching with rich smartphone data. Technical report TRANSP-OR 120618. Transport and Mobility Laboratory, ENAC, EPFL.
• Atasoy, B., Salani, M., and Bierlaire, M. (2012). An integrated airline scheduling, fleeting and pricing model for a monopolized market. Technical report TRANSP-OR 120501. Transport and Mobility Laboratory, ENAC, EPFL.
• Atasoy, B., and Bierlaire, M. (2012). An air itinerary choice model based on a mixed RP/SP dataset. Technical report TRANSP-OR 120426. Transport and Mobility Laboratory, ENAC, EPFL.
• Glerum, A., Atasoy, B., and Bierlaire, M. (2012). Using semi-open questions to integrate perceptions in choice models. Technical report TRANSP-OR 120325. Transport and Mobility Laboratory, ENAC, EPFL.
• Kumar, P., and Bierlaire, M. (2012). Multi-Objective Airport Gate Assignment Problem in Planning and Operations. Technical report TRANSP-OR 120321. Transport and Mobility Laboratory, ENAC, EPFL.
• Glerum, A., Stankovikj, L., Thémans, M., and Bierlaire, M. (2012). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions. Technical report TRANSP-OR 120217. Transport and Mobility Laboratory, ENAC, EPFL.
• Hurtubia, R., and Bierlaire, M. (2012). Estimation of bid functions for location choice and price modeling with a latent variable approach. Technical report TRANSP-OR 120206. Transport and Mobility Laboratory, ENAC, EPFL.
• Umang, N., Bierlaire, M., and Vacca, I. (2012). Exact and heuristic methods to solve the berth allocation problem in bulk ports. Technical report TRANSP-OR 120116. Transport and Mobility Laboratory, ENAC, EPFL.
• Cruz, J., Bierlaire, M., and Thiran, J. (2011). Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking. Technical report TRANSP-OR 111027. Transport and Mobility Laboratory, ENAC, EPFL.
• Kumar, P., and Bierlaire, M. (2011). Optimizing Fueling Decisions for Locomotives in Railroad Networks. Technical report TRANSP-OR 111006. Transport and Mobility Laboratory, ENAC, EPFL.
• Atasoy, B., Salani, M., Leonardi, C., and Bierlaire, M. (2011). Clip-Air, a flexible air transportation system. Technical report TRANSP-OR 110929. Transport and Mobility Laboratory, ENAC, EPFL.
• Flötteröd, G., and Bierlaire, M. (2011). Metropolis-Hastings sampling of paths. Technical report TRANSP-OR 110606. Transport and Mobility Laboratory, ENAC, EPFL.
• Atasoy, B., Glerum, A., and Bierlaire, M. (2011). Attitudes towards mode choice in Switzerland. Technical report TRANSP-OR 110502. Transport and Mobility Laboratory, ENAC, EPFL.
• Vacca, I., Salani, M., and Bierlaire, M. (2011). An exact algorithm for the integrated planning of berth allocation and quay crane assignment. Technical report TRANSP-OR 110323. Transport and Mobility Laboratory, ENAC, EPFL.
• Robin, T., and Bierlaire, M. (2011). Modeling the behavior of investors. Technical report . Transport and Mobility Laboratory, ENAC, EPFL.
• Osorio, C., and Bierlaire, M. (2010). A simulation-based optimization framework for urban traffic control. Technical report TRANSP-OR 101203. Transport and Mobility Laboratory, ENAC, EPFL.
• Salani, M., Vacca, I., and Bierlaire, M. (2010). Two-stage column generation. Technical report TRANSP-OR 101130. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., Chen, J., and Newman, J. P (2010). Modeling Route Choice Behavior From Smartphone GPS data. Technical report TRANSP-OR 101016. Transport and Mobility Laboratory, ENAC, EPFL.
• Flötteröd, G., and Bierlaire, M. (2010). A framework for the data-consistent deployment of urban microsimulations. Technical report TRANSP-OR 100904. Transport and Mobility Laboratory, ENAC, EPFL.
• Osorio, C., Flötteröd, G., and Bierlaire, M. (2010). Dynamic network loading: a differentiable model that derives link state distributions. Technical report TRANSP-OR 100815. Transport and Mobility Laboratory, ENAC, EPFL.
• Fosgerau, M., McFadden, D., and Bierlaire, M. (2010). Choice probability generating functions. Technical report TRANSP-OR 100605. Transport and Mobility Laboratory, ENAC, EPFL.
• Robin, T., Bierlaire, M., and Cruz, J. (2010). Dynamic facial expression recognition with a discrete choice model. Technical report TRANSP-OR 100423. Transport and Mobility Laboratory, ENAC, EPFL.
• Osorio, C., and Bierlaire, M. (2010). A tractable analytical model for large-scale congested protein synthesis networks. Technical report TRANSP-OR 100420. Transport and Mobility Laboratory, ENAC, EPFL.
• Hurtubia, R., Gallay, O., and Bierlaire, M. (2010). Attributes of Households, Locations and Real-Estate Markets for Land Use Modeling (SustainCity deliverable). Technical report TRANSP-OR 100419. Transport and Mobility Laboratory, ENAC, EPFL.
• Eggenberg, N., Salani, M., and Bierlaire, M. (2010). Robust and Recoverable Maintenance Routing Schedules. Technical report TRANSP-OR 100115. Transport and Mobility Laboratory, ENAC, EPFL.
• Flötteröd, G., Bierlaire, M., and Nagel, K. (2010). Bayesian demand calibration for dynamic traffic simulations. Technical report TRANSP-OR 100105. Transport and Mobility Laboratory, ENAC, EPFL.
• Osorio, C., and Bierlaire, M. (2009). A surrogate model for traffic optimization of congested networks: an analytic queueing network approach. Technical report TRANSP-OR 090825. Transport and Mobility Laboratory, ENAC, EPFL.
• Sorci, M., Robin, T., Cruz, J., Bierlaire, M., and Thiran, J. (2009). Modelling human perception of facial expressions. Technical report TRANSP-OR 090706. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Technical report TRANSP-OR 090518. Transport and Mobility Laboratory, ENAC, EPFL.
• Cruz, J., Bogdanova, I., Paquier, B., Bierlaire, M., and Thiran, J. (2009). Scale Invariant Feature Transform on the Sphere: Theory and Applications. Technical report TRANSP-OR 090426. Transport and Mobility Laboratory, ENAC, EPFL.
• Alahi, A., Vandergheynst, P., Bierlaire, M., and Kunt, M. (2009). A Master-Slave Approach to Detect and Match Objects Across Several Uncalibrated Moving Cameras. Technical report TRANSP-OR 090309. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Robin, T. (2009). Pedestrians choices. Technical report TRANSP-OR 090303. Transport and Mobility Laboratory, ENAC, EPFL.
• Eggenberg, N., Salani, M., and Bierlaire, M. (2009). Constraint-Specific Recovery Networks for Solving Airline Recovery Problems. Technical report TRANSP-OR 081001. Transport and Mobility Laboratory, ENAC, EPFL.
• Eggenberg, N., Salani, M., and Bierlaire, M. (2009). UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data. Technical report TRANSP-OR 080829. Transport and Mobility Laboratory, ENAC, EPFL.
• Flötteröd, G., Bierlaire, M., and Nagel, K. (2008). Bayesian calibration of dynamic traffic simulations. Technical report TRANSP-OR 081028. Transport and Mobility Laboratory, ENAC, EPFL.
• Osorio, C., and Bierlaire, M. (2008). Accounting for congestion and spillbacks in fixed-time traffic signal optimization: an analytical queueing model approach. Technical report TRANSP-OR 081026. Transport and Mobility Laboratory, ENAC, EPFL.
• Alahi, A., Bierlaire, M., and Kunt, M. (2008). Combination of Fixed and Mobile Cameras for Automatic Pedestrian Detection. Technical report TRANSP-OR 081005. Transport and Mobility Laboratory, ENAC, EPFL.
• Patterson, Z., and Bierlaire, M. (2008). Development of Prototype UrbanSim Models. Technical report TRANSP-OR 080814. Transport and Mobility Laboratory, ENAC, EPFL.
• Cruz, J., Bierlaire, M., and Thiran, J. (2008). Multiple-View Scenes: Reconstruction and Virtual Views. Technical report TRANSP-OR 080710. Transport and Mobility Laboratory, ENAC, EPFL.
• Vacca, I., Bierlaire, M., and Salani, M. (2008). Optimization at Container Terminals: Status, Trends and Perspectives (revised version). Technical report TRANSP-OR 080528. Transport and Mobility Laboratory, ENAC, EPFL.
• Vacca, I., Bierlaire, M., and Salani, M. (2007). Optimization at Container Terminals: Status, Trends and Perspectives. Technical report TRANSP-OR 071204. Transport and Mobility Laboratory, ENAC, EPFL.
• Frejinger, E., and Bierlaire, M. (2007). Sampling of Alternatives for Route Choice Modeling. Technical report TRANSP-OR 071121. Transport and Mobility Laboratory, ENAC, EPFL.
• Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Technical report TRANSP-OR 071116. Transport and Mobility Laboratory, ENAC, EPFL.
• Antonini, G., Bierlaire, M., Schneider, S., and Robin, T. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Technical report TRANSP-OR 070727. Transport and Mobility Laboratory, ENAC, EPFL.
• Fosgerau, M., and Bierlaire, M. (2007). Circumventing the problem of the scale: discrete choice models with multiplicative error terms. Technical report TRANSP-OR 070703. Transport and Mobility Laboratory, ENAC, EPFL.
• Osorio, C., and Bierlaire, M. (2007). An analytic finite capacity queueing network model capturing blocking, congestion and spillbacks. Technical report TRANSP-OR 070604. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Lucadamo, A. (2007). Sampling of alternatives using multidimensional analysis. Technical report TRANSP-OR 070522. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., Thémans, M., and Zufferey, N. (2007). A heuristic for nonlinear global optimization. Technical report TRANSP-OR 070430. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M. (2007). Recent methodological developments in discrete choice models. Technical report TRANSP-OR 070415. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Frejinger, E. (2007). Route choice modeling with network-free data. Technical report TRANSP-OR 070214. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Frejinger, E. (2007). Technical note: A Stochastic Choice Set Generation Algorithm. Technical report TRANSP-OR 070213. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Thémans, M. (2006). Dealing with singularities in nonlinear unconstrained optimization. Technical report TRANSP-OR 061207. Transport and Mobility Laboratory, ENAC, EPFL.
• Hess, S., Bierlaire, M., and Polak, J. (2006). A systematic comparison of continuous and discrete mixture models. Technical report TRANSP-OR 061117. Transport and Mobility Laboratory, ENAC, EPFL.
• Fosgerau, M., and Bierlaire, M. (2006). Discrete choice models with multiplicative error terms. Technical report TRANSP-OR 060831. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., Bolduc, D., and McFadden, D. (2006). The estimation of Generalized Extreme Value models from choice-based samples. Technical report TRANSP-OR 060810. Transport and Mobility Laboratory, ENAC, EPFL.
• Fosgerau, M., and Bierlaire, M. (2006). A practical test for the choice of mixing distribution in discrete choice models. Technical report RO 060315. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., Thémans, M., and Axhausen, K. (2006). Analysis of driver's response to real-time information in Switzerland. Technical report GR-BIE-REPORT-2006-002. Operations Research Group ROSO, IMA-SB, EPFL.
• Frejinger, E., and Bierlaire, M. (2006). Capturing correlation in large-scale route choice models. Technical report GR-BIE-REPORT-2006-002. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., Crittin, F., and Thémans, M. (2006). A multi-iterate method to solve systems of nonlinear equations. Technical report GR-BIE-REPORT-2006-001. Operations Research Group ROSO, IMA-SB, EPFL.
• Vrtic, M., Schuessler, N., Erath, A., Axhausen, K., Frejinger, E., Stojanovic, J., Bierlaire, M., Rudel, R., and Maggi, R. (2006). Including travelling costs in the modelling of mobility behaviour. Technical report . Transport and Mobility Laboratory, ENAC, EPFL.
• Abbe, E., Bierlaire, M., and Toledo, T. (2005). Normalization and correlation of cross-nested logit models. Technical report RO-050912. Operations Research Group ROSO, IMA-SB, EPFL.
• Antonini, G., and Bierlaire, M. (2005). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Technical report GR-BIE-REPORT-2005-001. Operations Research Group ROSO, IMA-SB, EPFL.
• Oeuvray, R., and Bierlaire, M. (2004). Performance evaluation of BOOSTERS. Technical report RO-2004.1207. Operations Research Group ROSO, IMA-SB, EPFL.
• Antonini, G., Bierlaire, M., and Weber, M. (2004). Discrete choice models of pedestrian behavior. Technical report RO-040916. Operations Research Group ROSO, IMA-SB, EPFL.
• Hess, S., Bierlaire, M., and Polak, J. (2004). Estimation of value-of-time using Mixed Logit models. Technical report RO-040528. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M. (2004). Estimation et prédiction en temps-réel de tables origine-destination. Technical report RO-040504. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., and Crittin, F. (2004). A class of multi-iterate methods to solve systems of nonlinear equations. Technical report RO-040319. Operations Research Group ROSO, IMA-SB, EPFL.
• Oeuvray, R., and Bierlaire, M. (2004). BOOSTERS: A Derivative-Free Algorithm Based on Radial Basis Functions. Technical report RO 2004.1124. Operations Research Group ROSO, IMA-SB, EPFL.
• Oeuvray, R., and Bierlaire, M. (2004). A New Derivative-free Algorithm for the Medical Image Registration Problem. Technical report RO 2004.0731. Operations Research Group ROSO, IMA-SB, EPFL.
• Divorra Escoda, O., Vandergheynst, P., and Bierlaire, M. (2004). Video Representation Using Greedy Approximations Over Redundant Parametric Dictionaries. Technical report RO 2004 0919. Operations Research Group ROSO, IMA-SB, EPFL.
• Antonini, G., Venegas, S., Thiran, J., and Bierlaire, M. (2004). A discrete choice pedestrian behavior for pedestrian detection in visual tracking systems. Technical report RO 2004 09 09. Operations Research Group ROSO, IMA-SB, EPFL.
• Spada, M., Bierlaire, M., and Liebling, T. M. (2004). Decision-aid Methodology for the School Bus Routing and Scheduling Problem. Technical report RO 2004 05 03, Revised version. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., Thémans, M., Axhausen, K., Widmer, P., Buhl, T., and Assef-Vaziri, F. (2004). Développement de modèles suisses pour la prédiction de la demande en transport pour des applications en temps réel. Technical report OFROU VSS 1135 november 2004. Operations Research Group ROSO, IMA-SB, EPFL.
• Daly, A., and Bierlaire, M. (2003). A general and operational representation of GEV models. Technical report RO-030502. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., and Crittin, F. (2003). Solving large scale systems of nonlinear equations. Technical report RO 2003.08.04. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., Bolduc, D., and McFadden, D. (2003). Characterisctic of generalized extreme value distributions. Technical report .
• Oeuvray, R., and Bierlaire, M. (2002). On the differentiability of the MI estimator. Technical report RO-020403. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., and Crittin, F. (2002). A generalization of secant methods for solving nonlinear systems of equations. Technical report RO 2002.0120. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., Torday, A., and Baumann, D. (2002). PAPABILES; Phase II: 3ème voie et contrôle d'accès. Technical report RO 2002.0101. Operations Research Group ROSO, IMA-SB, EPFL.
• Spada, M., Bierlaire, M., and Liebling, T. M. (2002). Decision-aid Methodology for the school Bus Routing and Scheduling Problem. Technical report RO 2002 0819. Operations Research Group ROSO, IMA-SB, EPFL.
• Antonini, G., Venegas, S., Bierlaire, M., and Thiran, J. (2002). Behavioral Filtering of Human Trajectories for Automatic-Multi-Track Initiation. Technical report ITS-03-04.
• Schoenfelder, S., Axhausen, K., Antille, N., and Bierlaire, M. (2002). Exploring the potentials of automatically colected GPS data for travel Behaviour analysis: A Swedish data source. Technical report .
• Bierlaire, M. (2001). A theoretical analysis of the cross-nested logit model. Technical report RO 2001.1218. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., and Crittin, F. (2001). An efficient algorithm for real-time estimation and prediction of dynamic OD tables. Technical report RO 2001.0808. Operations Research Group ROSO, IMA-SB, EPFL.
• Benvenuti, G., Halary-Wagner, E., Hoffman, P., and Bierlaire, M. (2001). Highly uniform impinging rate for chemical molecular beams. Technical report .
• Crittin, F., and Bierlaire, M. (2001). New algorithmic approaches for the anticipatory route guidance generation problem. Technical report . Operations Research Group ROSO, IMA-SB, EPFL.
• Torday, A., Bierlaire, M., and Dumont, A. (2001). Simulation-based evaluation of the impact of variable speed limit signs on capacity and user safety. Technical report . Operations Research Group ROSO, IMA-SB, EPFL.
• Liebling, T. M., Bierlaire, M., Crittin, F., Hêche, J., Thiémard, E., Stagno, A., and Righetti, F. (2000). Modeling and simulation in logistics. Technical report RO 2000.0831. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M. (2000). The Total Demand Scale: A new measure of quality for statistic and dynamic origin-destination. Technical report RO 2000.0601. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., Ben-Akiva, M., Koutsopoulos, H. N., and Mishalani, R. (2000). Real-Time simulation of traffic demand-supply interactions within DynaMIT. Technical report RO 2000.0301. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., Mishalani, R., and Ben-Akiva, M. (2000). General framework for Dynamic Demand Simulation. Technical report RO 2000.0223. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M., and Crittin, F. (1999). Optimisation de grande taille sans dérivée: Etat de l'art et perspectives. Technical report RO 99.04.14. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M. (1999). PROJET PAPABILES:Projet Autoroutier Pilote d'Aubonne-Belmont pour une Initiative Lausannoise d'Evaluation par Simulation (Phase I: Etude préliminaire). Technical report RO 1999.1021. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M. (1999). ANEGEV: Analysis and Estimation of Generalized Extreme Value Models. Technical report RO 1999.0915. Operations Research Group ROSO, IMA-SB, EPFL.
• Bierlaire, M. (1995). A robust algorithm for the simultaneous estimation of hierarchical logit models. Technical report FUNDP GRT 95/3.
• Bierlaire, M. (1995). Préférences déclarées des étudiants de licences pour les choix de cours à option, année académique 1994-1995. Technical report FUNDP 95/11.
• Bierlaire, M. (1995). Enquêtes de préférences révélées et déclarées concernant le choix modal des voyageurs du corridor Lisbonne-Porto-Braga.. Technical report .
• Bierlaire, M., and Vandevyvere, Y. (1995). HieLoW: the interactive user's guide. Technical report .
• Dellaert, B., Arentze, T., Bierlaire, M., Borgers, A., and Timmermans, H. (1995). A multi-purpose multi-stop model of consumer shopping centre choice. Technical report .
• Bierlaire, M. (1994). HieLoW: un logiciel d'estimation de modèles logit emboîtés. Technical report cahiers du MET 5:69-87.
• Bierlaire, M., and Toint, P. L. (1994). MEUSE: un estimateur de matrice origine-destination qui exploite la structure. Technical report Cahiers du MET 5: 69/87.
• Bierlaire, M., Burton, D., and Lotan, T. (1993). On the behavioural aspects of modal choice. Technical report FUNDP 93/22.
• Bierlaire, M. (1992). Analyse d'un service gratuit de transport en commun lié à une surface commerciale: le bus Sarma entre Namur et Jambes. Technical report FUNDP, GRT 92/06.
• Bierlaire, M. (1992). Sémianire AGIR: Stated preferences ou analyse des choix exprimés. Technical report FUNDP GRT 15.
• Bierlaire, M., and Toint, P. L. (1991). Les modèles de trafic: fonctionnement et applications. Technical report cahiers de l'Urbanisme.
• Bierlaire, M., and Toint, P. L. (1990). La circulation à Namur: projets d'aménagement. Technical report GEC report 90/14.
• Bierlaire, M., and Toint, P. L. (1990). Une approche de l'impportance relative des parkings au centre de Namur. Technical report GEC Report 90/1.
• Bierlaire, M., Burton, D., and Thiry, S. (1989). Le contournement de Couvin: étude préliminaire. Technical report FUNDP, TRG 89/11.
• Bierlaire, M., and Cornelis, E. (1989). Etude de l'impact sur la circulation de l'implantation des bureaux de la Région Wallone à Jambes. Technical report FUNDP, GRT 89/12.
• Bierlaire, M. (1988). Résolution de moindres carrés linéaires creux anec contraintes de bornes. Technical report Master's thesis, FUNDP.