Transport and Mobility Laboratory: technical reports

TRANSP-OR

  • 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. (2017). Calculating indicators with PythonBiogeme. Technical report TRANSP-OR 170517. 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.
  • 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.
  • 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.
  • 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.
  • Bierlaire, M. (2016). Estimating choice models with latent variables with PythonBiogeme. Technical report TRANSP-OR 160628. 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.
  • 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.S., Lam, W.H.K., 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.S., 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.S., 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.S., 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.
  • Saujot, M., de Lapparent, M., Arnaud, E., and Prados, E. (2015). To make LUTI models operational tools for planning. Technical report 150310. Transport and Mobility Laboratory, ENAC, EPFL.
  • de Lapparent, M., and Koning, M. (2015). Travel discomfort-time tradeoffs in Paris subway: an empirical analysis using interval regression models. Technical report 150112. 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.
  • Buczkowska, S., Coulombel, N., and de Lapparent, M. (2014). Euclidean distance versus travel time in business location: A probabilistic mixture of hurdle-Poisson models. Technical report 141031. 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.S., Bierlaire, M., Farooq, B., and , . (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.S., 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.
  • Schuler, M., Faure, P., Munafò, S., Danalet, A., and Dessemontet, P. (2012). Projektstudie über den kombinierten Verkehr : Verbesserung der Dienstleistungsqualität und Entwicklung der Fahrgastzahlen bei PostAuto. Technical report TRANSP-OR 121201. Transport and Mobility Laboratory, ENAC, EPFL.
  • Schuler, M., Faure, P., Munafò, S., Danalet, A., and Dessemontet, P. (2012). Amélioration de la qualité de service et évolution de la fréquentation de CarPostal. Technical report TRANSP-OR 121130. 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.
  • Farooq, B., Miller, E. J., Chingcuanco, F., and Giroux-Cook, M. (2012). Microsimulation framework for urban price-taker markets. Technical report TRANSP-OR 120827. 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. TECHNICAL REPORT TRANSP-OR EPFL Transport and Mobility Laboratory, ENAC, EPFL.
  • Danalet, A., and Sahaleh, S. (2012). Projet de recherche sur la mobilité combinée : Rapport de l'enquête de préférences déclarées. Technical report TRANSP-OR 120315. 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.-Ph. (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. TECHNICAL REPORT TRANSP-OR EPFL 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.
  • Bierlaire, M., Curchod, A., Danalet, A., Doyen, E., Faure, P., Glerum, A., Kaufmann, V., Tabaka, K., and Schuler, M. (2011). Projet de recherche sur la mobilité combinée, Rapport définitif de l'enquête de préférences révélées. Technical report TRANSP-OR 110704. 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.
  • Corthout, R., Flötteröd, G., Viti, F., and Tampere, C. (2011). Non-unique flows in macroscopic first-order intersection models. Technical report TRANSP-OR 110520. 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.
  • Flötteröd, G., Chen, Y., and Nagel, K. (2010). Behavioral calibration and analysis of a large-scale travel microsimulation. Technical report TRANSP-OR 101212. Transport and Mobility Laboratory, ENAC, EPFL.
  • Flötteröd, G., and Rohde, J. (2010). Operational macroscopic modeling of complex urban road intersections. Technical report TRANSP-OR 101204. 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.
  • Flötteröd, G., and Liu, R. (2010). Disaggregate path flow estimation in an iterated DTA microsimulation. Technical report TRANSP-OR 101116. 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.
  • Leyvraz, J. (2010). Programme d’agglomération Lausanne-Morges AFTPU : Fourniture d’indicateurs pour alimenter l’analyse multicritères en vue du choix de la variante pour la desserte nord, rapport final. Technical report TRANSP-OR 100716. 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.
  • 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.
  • Gallay, O. (2010). Starting with UrbanSim: On the Creation of an Introductory Project. Technical report . Transport and Mobility Laboratory, ENAC, EPFL.
  • Hashemi, F., Hongler, M., and Gallay, O. (2010). Spatio-Temporal Patterns for a Generalized Innovation Diffusion Model. Technical report . Technical report TRANSP-OR Transport and Mobility Laboratory, ENAC, EPFL.
  • Salani, M., and Vacca, I. (2009). Branch and Price for the Vehicle Routing Problem with Discrete Split Deliveries and Time Windows. Technical report TRANSP-OR 091224. Transport and Mobility Laboratory, ENAC, EPFL.
  • Swartz, P. G., Duyckaerts, G., and Salani, M. (2009). Ambush avoidance in Vehicle Routing for valuable delivery. Technical report TRANSP-OR 091216. Transport and Mobility Laboratory, ENAC, EPFL.
  • Chiraphadhanakul, V., and Eggenberg, N. (2009). How to evaluate the robustness of airlines schedules. Technical report TRANSP-OR 091006. 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.
  • Flötteröd, G., and Rohde, J. (2009). Modeling complex intersections with the cell-transmission model. Technical report TRANSP-OR 090719. Transport and Mobility Laboratory, ENAC, EPFL.
  • Sorci, M., Robin, T., Cruz, J., Bierlaire, M., and Thiran, J.-Ph. (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.-Ph. (2009). Scale Invariant Feature Transform on the Sphere: Theory and Applications. Technical report TRANSP-OR 090426. Transport and Mobility Laboratory, ENAC, EPFL.
  • Lämmel, G., and Flötteröd, G. (2009). Towards system optimum: Finding optimal routing strategies in time dependent networks for large-scale evacuation problems. Technical report TRANSP-OR 090420. Transport and Mobility Laboratory, ENAC, EPFL.
  • Giallombardo, G., Moccia, L., Salani, M., and Vacca, I. (2009). Modeling and Solving the Tactical Berth Allocation Problem. Technical report TRANSP-OR 090312. 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.
  • Flötteröd, G. (2009). Macroscopic Network Loading of Microscopic Network Demand. Technical report TRANSP-OR 090115. 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.
  • Newman, J. P (2009). Systematically heterogeneous covariance in network GEV Models. Technical report . 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.
  • Salani, M., and Vacca, I. (2008). Two-stage column generation and applications. Technical report TRANSP-OR 081002. 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.-Ph. (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.
  • Patterson, Z., and Hurtubia, R. (2008). A Prototype Integrated Transportation Land-use Model for the Lausanne Region. Technical report . 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.
  • Gao, S., Frejinger, E., and Ben-Akiva, M. (2007). Adaptive Route Choice Models in Stochastic Time-Dependent Networks. Technical report TRANSP-OR 070730. 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.
  • Bierlaire, M., Leyvraz, J., Paulus, P., and Robin, T. (2007). Montage d’une matrice multimodale 2020 avec le modèle EMME/2 de l’agglomération Lausanne-Morges. Technical report TRANSP-OR 070614. 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.
  • Leyvraz, J., Mattenberger, P., and Robert-Grandpierre, A. (2006). Mise à jour majeure de la modélisation EMME2 de l'agglomération Lausanne-Morges. Technical report TRANSP-OR 061208.
  • 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, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, 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 . Final report for SVI research program Mobility Pricing: Projekt B1, on behalf of the Swiss Federal Department of the Environment, Transport, Energy and Communications and the Swiss Federal Roads Authority 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, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Oeuvray, R. (2004). Convergence theory of the BOOSTERS algorithm. Technical report RO-2004.1208. Operations Research Group ROSO, Dpt of Mathematics, EPFL.
  • Oeuvray, R., and Bierlaire, M. (2004). Performance evaluation of BOOSTERS. Technical report RO-2004.1207. Operations Research Group ROSO, Dpt of Mathematics, EPFL.
  • Antonini, G., Bierlaire, M., and Weber, M. (2004). Discrete choice models of pedestrian behavior. Technical report RO-040916. Operations Research Group ROSO, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Bierlaire, M. (2004). Estimation et prédiction en temps-réel de tables origine-destination. Technical report RO-040504. Operations Research Group ROSO, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Antonini, G., Venegas, S., Thiran, J.-Ph., 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, Dpt of Mathematics, EPFL.
  • Spada, M., Bierlaire, M., and Liebling, Th. 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, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Daly, A., and Bierlaire, M. (2003). A general and operational representation of GEV models. Technical report RO-030502. Operations Research Group ROSO, Dpt of Mathematics, EPFL.
  • Bierlaire, M., and Crittin, F. (2003). Solving large scale systems of nonlinear equations. Technical report RO 2003.08.04. Operations Research Group ROSO, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Spada, M., Bierlaire, M., and Liebling, Th. M. (2002). Decision-aid Methodology for the school Bus Routing and Scheduling Problem. Technical report RO 2002 0819. Operations Research Group ROSO, Dpt of Mathematics, EPFL.
  • Antonini, G., Venegas, S., Bierlaire, M., and Thiran, J.-Ph. (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, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Torday, A., Bierlaire, M., and Dumont, A.-G. (2001). Simulation-based evaluation of the impact of variable speed limit signs on capacity and user safety. Technical report . Operations Research Group ROSO, Dpt of Mathematics, EPFL.
  • Liebling, Th. M., Bierlaire, M., Crittin, F., Hêche, J.-F., Thiémard, E., Stagno, A., and Righetti, F. (2000). Modeling and simulation in logistics. Technical report RO 2000.0831. Operations Research Group ROSO, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Spada, M. (1999). Confection d'horaires et de tournées de bus scolaires. Technical report TRANSP-OR 151110. Operations Research Group ROSO, Dpt of Mathematics, 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, Dpt of Mathematics, 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, Dpt of Mathematics, EPFL.
  • Bierlaire, M. (1999). ANEGEV: Analysis and Estimation of Generalized Extreme Value Models. Technical report RO 1999.0915. Operations Research Group ROSO, Dpt of Mathematics, 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, Ph. 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, Ph. L. (1991). Les modèles de trafic: fonctionnement et applications. Technical report cahiers de l'Urbanisme.
  • Bierlaire, M., and Toint, Ph. L. (1990). La circulation à Namur: projets d'aménagement. Technical report GEC report 90/14.
  • Bierlaire, M., and Toint, Ph. 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.

Expertise

  • Transportation Research
  • Operations Research
  • Discrete Choice Models

Methods

Modeling, optimization, simulation