Michel Bierlaire

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.

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• Papers in international journals (158)
• Books (4)
• Book chapters (48)
• Papers in conference proceedings (235)
• Technical reports (205)
• Seminar (215)
• Awards and distinctions (18)
• Reviewing (110)
• Research projects (87)
• Regular teaching (77)
• Miscellaneous lectures (61)
• Project supervision (148)
• Miscellaneous responsibilities (71)

International journals

Accepted

Total: 3

• Ahmed, S., Fountas, G., Lurkin, V., Anastasopoulos, P., Zhang, Y., Bierlaire, M., and Mannering, F. (to appear). The State of Urban Air Mobility Research: An Assessment of Challenges and Opportunities, IEEE Transactions on Intelligent Transportation Systems (accepted for publication on November 28, 2024) doi:10.1109/TITS.2024.3511453
• Ortelli, N., de Lapparent, M., Varotto, S. F., and Bierlaire, M. (to appear). An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior, Transportation Research Part A: Policy and Practice 192(104330):. doi:10.1016/j.tra.2024.104330
• Beine, M., Bierlaire, M., and Docquier, F. (to appear). New York, Abu Dhabi, London or Stay at Home? Using a Cross-Nested Logit Model to Identify Complex Substitution Patterns in Migration, Journal of Economic Geography (accepted for publication on January 16, 2024)

International journals

Published

Total: 155

• Martin-Baos, J., Garcia-Rodenas, R., Rodriguez-Benitez, L., and Bierlaire, M. (2025). Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling, Neurocomputing 617(7):128975. doi:10.1016/j.neucom.2024.128975
• Rezvany, N., Kukic, M., and Bierlaire, M. (2024). A review of activity-based disaggregate travel demand models, Findings (accepted for publication on November 01, 2024) doi:https://doi.org/10.32866/001c.125431
• Haering, T., Legault, R., Torres, F., Ljubic, I., and Bierlaire, M. (2024). Exact Algorithms for Continuous Pricing with Advanced Discrete Choice Demand Models, OR Spectrum (accepted for publication on October 29, 2024) doi:10.1007/s00291-024-00799-3
• Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2024). Multi-objective Optimization of Activity-Travel Policies for Epidemic Control: Balancing Health and Economic Outcomes on Socio-Economic Segments, Transportation Research Interdisciplinary Perspectives 27(101183):. doi:10.1016/j.trip.2024.101183
• Kukic, M., Li, X., and Bierlaire, M. (2024). One-step Gibbs sampling for the generation of synthetic households, Transportation Research Part C: Emerging Technologies 166(104770):. doi:10.1016/j.trc.2024.104770
• Obrenovic, N., Atac, S., and Bierlaire, M. (2024). Light electric vehicle sharing systems: Functional design of a comprehensive decision making solution, Transportation Research Part A: Policy and Practice 182(104043):. doi:10.1016/j.tra.2024.104043
• Ortelli, N., de Lapparent, M., and Bierlaire, M. (2024). Resampling Estimation of Discrete Choice Models, Journal of Choice Modelling 50(100467):. doi:10.1016/j.jocm.2023.100467
• Rezvany, N., Bierlaire, M., and Hillel, T. (2023). Simulating intra-household interactions for in- and out-of-home activity scheduling, Transportation Research Part C: Emerging Technologies 157(104362):. doi:10.1016/j.trc.2023.104362
• Krueger, R., Bierlaire, M., and Bansal, P. (2023). A data fusion approach for ride-sourcing demand estimation: A discrete choice model with sampling and endogeneity corrections , Transportation Research Part C: Emerging Technologies 152(104180):. doi:10.1016/j.trc.2023.104180
• Gerzinic, N., Cats, O., van Oort, N., Hoogendoorn-Lanser, S., Bierlaire, M., and Hoogendoorn, S. (2023). An instance-based learning approach for evaluating the perception of ride-hailing waiting time variability, Travel Behaviour and Society 33(100616):. doi:10.1016/j.tbs.2023.100616
• Krueger, R., Bierlaire, M., Gasos, T., and Bansal, P. (2023). Robust discrete choice models with t-distributed kernel errors, Statistics and Computing 33(2):. doi:10.1007/s11222-022-10182-3
• Pougala, J., Hillel, T., and Bierlaire, M. (2023). OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions, Transportation Research Part C: Emerging Technologies 155:. doi:10.1016/j.trc.2023.104291
• Manser, P., Haering, T., Hillel, T., Pougala, J., Krueger, R., and Bierlaire, M. (2022). Estimating flexibility preferences to resolve temporal scheduling conflicts in activity-based modelling, Transportation (accepted for publication on August 22, 2022) doi:10.1007/s11116-022-10330-8
• Pacheco, M., Gendron, B., Sharif Azadeh, S., and Bierlaire, M. (2022). A Lagrangian decomposition scheme for choice-based optimization, Computers & Operations Research 148:105985. doi:10.1016/j.cor.2022.105985
• Sharif Azadeh, S., Atasoy, B., Ben-Akiva, M., Bierlaire, M., and Maknoon, Y. (2022). Choice-Driven Dial-A-Ride Problem for Demand Responsive Mobility Service, Transportation Research Part B: Methodological 161:128-149. doi:10.1016/j.trb.2022.04.008
• Pougala, J., Hillel, T., and Bierlaire, M. (2022). Capturing trade-offs between daily scheduling choices, Journal of Choice Modelling 43(100354):. doi:10.1016/j.jocm.2022.100354
• Haan, J., Garrow, L. A., Marzuoli, A., Roy, S., and Bierlaire, M. (2021). Are Commuter Air Taxis Coming to Your City? A Ranking of 40 Cities in the United States, Transportation Research Part C: Emerging Technologies 132:103392. doi:10.1016/j.trc.2021.103392
• 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, Journal of Choice Modelling 41:100323. doi:10.1016/j.jocm.2021.100323
• Binder, S., Maknoon, Y., Sharif Azadeh, S., and Bierlaire, M. (2021). Passenger-Centric Timetable Rescheduling: A User Equilibrium Approach, Transportation Research Part C: Emerging Technologies 132:103368. doi:10.1016/j.trc.2021.103368
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2021). Price-based regulation of oligopolistic markets under discrete choice models of demand , Transportation (accepted for publication on July 23, 2021) doi:https://doi.org/10.1007/s11116-021-10217-0
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2021). A simulation-based heuristic to find approximate equilibria with disaggregate demand models, Transportation Science 55(5):1025-1045. doi:https://doi.org/10.1287/trsc.2021.1071
• Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2021). Assisted Specification of Discrete Choice Models, Journal of Choice Modelling 39(100285):. doi:10.1016/j.jocm.2021.100285
• Atac, S., Obrenovic, N., and Bierlaire, M. (2021). Vehicle Sharing Systems: A Review and a Holistic Management Framework, EURO Journal on Transportation and Logistics 10(100033):. doi:10.1016/j.ejtl.2021.100033
• Pacheco, M., Bierlaire, M., Gendron, B., and Sharif Azadeh, S. (2021). Integrating advanced discrete choice models in mixed integer linear optimization , Transportation Research Part B: Methodological 146:26-49. doi:10.1016/j.trb.2021.02.003
• Abou Kasm, O., Diabat, A., and Bierlaire, M. (2021). Vessel scheduling with pilotage and tugging considerations, Transportation Research Part E: Logistics and Transportation Review 148:. doi:10.1016/j.tre.2021.102231
• Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2021). Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms, Journal of Choice Modelling 38(100226):. doi:10.1016/j.jocm.2020.100226
• Hillel, T., Bierlaire, M., Elshafie, M. Z E B, and Jin, Y. (2021). A systematic review of machine learning classification methodologies for modelling passenger mode choice, Journal of Choice Modelling 38(100221):. doi:10.1016/j.jocm.2020.100221
• Molyneaux, N., Scarinci, R., and Bierlaire, M. (2021). Design and analysis of control strategies for pedestrian flows, Transportation 48:1767-1807. doi:10.1007/s11116-020-10111-1
• Kim, J., Tak, S., Bierlaire, M., and Yeo, H. (2020). Trajectory Data Analysis on the Spatial and Temporal Influence of Pedestrian Flow on Path Planning Decision, Sustainability 12(10419):1-16. doi:10.3390/su122410419
• Rodrigues, F., Ortelli, N., Bierlaire, M., and Pereira, F. C. (2020). Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models, IEEE Transactions on Intelligent Transportation Systems (accepted for publication on October 14, 2020) doi:10.1109/TITS.2020.3031965
• Mueller, F., Guerster, M., Obrenovic, N., and Bierlaire, M. (2020). Can regional railway become emission-free with recently announced vehicles? - A case study of Bavaria, European Journal of Transport and Infrastructure Research 20(4):286-305. doi:10.18757/ejtir.2020.20.4.5439
• Bansal, P., Krueger, R., Bierlaire, M., Daziano, R., and Rashidi, T. (2020). Bayesian Estimation of Mixed Multinomial Logit Models: Advances and Simulation-Based Evaluations, Transportation Research Part B: Methodological 131:124-142. doi:10.1016/j.trb.2019.12.001
• Moret, S., Babonneau, F., Bierlaire, M., and Maréchal, F. (2020). Overcapacity in European power systems: analysis and robust optimization approach, Applied energy 259(113970):. doi:10.1016/j.apenergy.2019.113970
• Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2020). Waste Collection Inventory Routing with Non-stationary Stochastic Demands, Computers & Operations Research 113(104798):. doi:10.1016/j.cor.2019.104798
• Moret, S., Babonneau, F., Bierlaire, M., and Maréchal, F. (2020). Decision support for strategic energy planning: a complete robust optimization framework, European Journal of Operational Research 280:539-554. doi:10.1016/j.ejor.2019.06.015
• Kazagli, E., Bierlaire, M., and de Lapparent, M. (2020). Operational route choice methodologies for practical applications, Transportation 47:43-74. doi:10.1007/s11116-017-9849-0 (Published online: 06 January 2018)
• Herring, J., Lurkin, V., Garrow, L. A., Clarke, J., and Bierlaire, M. (2019). Airline customers’ connection time preferences in domestic U.S. markets, Journal of Air Transport Management 79(101688):. doi:10.1016/j.jairtraman.2019.101688
• Scarinci, R., Zanarini, A., and Bierlaire, M. (2019). Electrification of urban mobility: the case of catenary-free buses, Transport Policy 80:39-48. doi:10.1016/j.tranpol.2019.05.006
• Sharif Azadeh, S., Bierlaire, M., and Maknoon, Y. (2019). A Two-Stage Route Optimization Algorithm for Light Aircraft Transport Systems, Transportation Research Part C: Emerging Technologies 100:259-273. doi:10.1016/j.trc.2019.01.028
• Nikolic, M., Bierlaire, M., de Lapparent, M., and Scarinci, R. (2019). Multi-class speed-density relationship for pedestrian traffic, Transportation Science 53(3):642-664. doi:10.1287/trsc.2018.0849
• Hurtubia, R., Martinez, F., and Bierlaire, M. (2019). A quasi-equilibrium approach for market clearing in land use microsimulations, Environment and Planning B 46(3):445–468. doi:10.1177/2399808317719071
• Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2018). A Unified Framework for Rich Routing Problems with Stochastic Demands, Transportation Research Part B: Methodological 114:213-240. doi:10.1016/j.trb.2018.05.015
• Robenek, T., Sharif Azadeh, S., Maknoon, Y., de Lapparent, M., and Bierlaire, M. (2018). Train Timetable Design Under Elastic Passenger Demand, Transportation Research Part B: Methodological 111:19-38. doi:10.1016/j.trb.2018.03.002
• Fernandez-Antolin, A., de Lapparent, M., and Bierlaire, M. (2018). Modeling purchases of new cars: an analysis of the 2014 French market, Theory and Decision 84(2):277-303. doi:10.1007/s11238-017-9631-y
• Nikolic, M., and Bierlaire, M. (2018). Data-driven spatio-temporal discretization for pedestrian flow characterization, Transportation Research Part C: Emerging Technologies 94:185-202. doi:10.1016/j.trc.2017.08.026
• Binder, S., Maknoon, Y., and Bierlaire, M. (2017). Exogenous priority rules for the capacitated passenger assignment problem, Transportation Research Part B: Methodological 105:19-42. doi:10.1016/j.trb.2017.08.022
• Varotto, S. F., Glerum, A., Stathopoulos, A., Bierlaire, M., and Longo, G. (2017). Mitigating the impact of errors in travel time reporting on mode choice modelling, Journal of Transport Geography 62:236-246. doi:10.1016/j.jtrangeo.2017.05.016
• Moret, S., Codina Girones, V., Bierlaire, M., and Maréchal, F. (2017). Characterization of input uncertainties in strategic energy planning models, Applied energy 202:597-617. doi:10.1016/j.apenergy.2017.05.106
• Scarinci, R., Rast, F., and Bierlaire, M. (2017). Needed reduction in mobility energy consumption to meet the goal of a 2000-watt society, Transportation Research Part A: Policy and Practice 101:133-148. doi:10.1016/j.tra.2017.05.010
• Scarinci, R., Markov, I., and Bierlaire, M. (2017). Network design of a transport system based on accelerating moving walkways, Transportation Research Part C: Emerging Technologies 80:310–328. doi:10.1016/j.trc.2017.04.016
• Nikolic, M., and Bierlaire, M. (2017). Data-driven spatio-temporal discretization for pedestrian flow characterization, Transportation Research Procedia 23:188–207. doi:10.1016/j.trpro.2017.05.012
• Binder, S., Maknoon, Y., and Bierlaire, M. (2017). The multi-objective railway timetable rescheduling problem, Transportation Research Part C: Emerging Technologies 78:78-94. doi:10.1016/j.trc.2017.02.001
• Scarinci, R., Bahrami, F., Ourednik, A., and Bierlaire, M. (2017). An exploration of moving walkways as a transport system in urban centers, European Journal of Transport and Infrastructure Research 17(2):191-206. doi:10.18757/ejtir.2017.17.2.3190
• Robenek, T., Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M. (2017). Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables, Transportation Research Part C: Emerging Technologies 75:228-253. doi:10.1016/j.trc.2016.12.015
• Hänseler, F., Lam, W., Bierlaire, M., Lederrey, G., and Nikolic, M. (2017). A dynamic network loading model for anisotropic and congested pedestrian flows, Transportation Research Part B: Methodological 95:149-168. doi:10.1016/j.trb.2016.10.017
• Hänseler, F., Molyneaux, N., and Bierlaire, M. (2017). Estimation of pedestrian origin-destination demand in train stations, Transportation Science 51(3):981-997. doi:10.1287/trsc.2016.0723
• Umang, N., Bierlaire, M., and Erera, A. L. (2017). Real-time management of berth allocation with stochastic arrival and handling times, Journal of Scheduling 20(1):67-83. doi:10.1007/s10951-016-0480-2
• Chen, J., and Bierlaire, M. (2017). The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion, European Journal of Operational Research 260(2):613-624. doi:10.1016/j.ejor.2017.01.007
• Fernandez-Antolin, A., Guevara-Cue, A., de Lapparent, M., and Bierlaire, M. (2016). Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data, Journal of Choice Modelling 20:1-15. doi:10.1016/j.jocm.2016.09.001
• Kazagli, E., Bierlaire, M., and Flötteröd, G. (2016). Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations, Journal of Choice Modelling 19:1-23. doi:10.1016/j.jocm.2016.06.001
• Hänseler, F., Bierlaire, M., and Scarinci, R. (2016). Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study, Transportation Research Part A: Policy and Practice 89:106-123. doi:10.1016/j.tra.2016.05.010
• Danalet, A., Tinguely, L., de Lapparent, M., and Bierlaire, M. (2016). Location choice with longitudinal WiFi data, Journal of Choice Modelling 18:1-17. doi:10.1016/j.jocm.2016.04.003
• Nikolic, M., Bierlaire, M., Farooq, B., and de Lapparent, M. (2016). Probabilistic speed-density relationship for pedestrian traffic, Transportation Research Part B: Methodological 89:58-81. doi:10.1016/j.trb.2016.04.002
• Robenek, T., Maknoon, Y., Sharif Azadeh, S., Chen, J., and Bierlaire, M. (2016). Passenger Centric Train Timetabling Problem, Transportation Research Part B: Methodological 89:107-126. doi:10.1016/j.trb.2016.04.003
• Moret, S., Bierlaire, M., and Maréchal, F. (2016). Robust optimization for strategic energy planning, Informatica 27(3):625-648. doi:10.15388/Informatica.2016.103
• Markov, I., Varone, S., and Bierlaire, M. (2016). Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities, Transportation Research Part B: Methodological 84:256-273. doi:10.1016/j.trb.2015.12.004
• Piu, F., Kumar, P., Bierlaire, M., and Speranza, G. (2015). Introducing a preliminary Consists Selection in the Locomotive Assignment Problem, Transportation Research Part E: Logistics and Transportation Review 82:217-237. doi:10.1016/j.tre.2015.07.003
• Lai, X., and Bierlaire, M. (2015). Specification of the cross-nested logit model with sampling of alternatives for route choice models, Transportation Research Part B: Methodological 80:220-234. doi:10.1016/j.trb.2015.07.005
• Bierlaire, M. (2015). Simulation and optimization: a short review, Transportation Research Part C: Emerging Technologies 55:4-13. doi:10.1016/j.trc.2015.01.004
• Kumar, P., and Bierlaire, M. (2015). Optimizing Fueling Decisions for Locomotives in Railroad Networks, Transportation Science 49(1):149-159. doi:10.1287/trsc.2013.0479
• Chen, J., and Bierlaire, M. (2015). Probabilistic multimodal map-matching with rich smartphone data, Journal of Intelligent Transportation Systems 19(2):134-148. doi:10.1080/15472450.2013.764796
• Nikolic, M., and Bierlaire, M. (2014). Pedestrian-oriented Flow Characterization, Transportation Research Procedia 2:359-366. doi:10.1016/j.trpro.2014.09.032
• Hänseler, F., Bierlaire, M., Farooq, B., and Mühlematter, T. (2014). A macroscopic loading model for time-varying pedestrian flows in public walking areas, Transportation Research Part B: Methodological 69:60 -- 80. doi:10.1016/j.trb.2014.08.003 (Ranked 11 in the TOP 25 hottest articles of Transportation Research Part B for October-December 2014)
• Danalet, A., Farooq, B., and Bierlaire, M. (2014). A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures, Transportation Research Part C: Emerging Technologies 44:146 - 170. doi:10.1016/j.trc.2014.03.015
• Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M. (2014). Integrating psychometric indicators in latent class choice models, Transportation Research Part A: Policy and Practice 64:135-146. doi:10.1016/j.tra.2014.03.010
• Anderson, P., Farooq, B., Efthymiou, D., and Bierlaire, M. (2014). Association Generation in Synthetic Population for Transportation Applications: Graph-Theoretic Solution , Transportation Research Record 2429:38-50. doi:10.3141/2429-05
• Efthymiou, D., Farooq, B., Bierlaire, M., and Antoniou, C. (2014). Multidimensional Indicator Analysis for Transport Policy Evaluation, Transportation Research Record 2430:. doi:10.3141/2430-09
• Glerum, A., Atasoy, B., and Bierlaire, M. (2014). Using semi-open questions to integrate perceptions in choice models, Journal of Choice Modelling 10:11-33. doi:10.1016/j.jocm.2013.12.001
• Alahi, A., Bierlaire, M., and Vandergheynst, P. (2014). Robust Real-time Pedestrians Detection in Urban Environments with a Network of Low Resolution Cameras, Transportation Research Part C: Emerging Technologies 39:113-128. doi:10.1016/j.trc.2013.11.019
• Binder, S., Macfarlane, G. S., Garrow, L. A., and Bierlaire, M. (2014). Associations among Household Characteristics, Vehicle Characteristics and Emissions Failures: An Application of Targeted Marketing Data, Transportation Research Part A: Policy and Practice 59:122-133. doi:10.1016/j.tra.2013.11.005
• Robenek, T., Umang, N., Bierlaire, M., and Ropke, S. (2014). A Branch-and-Price Algorithm to Solve the Integrated Berth Allocation and Yard Assignment Problem in Bulk Ports, European Journal of Operational Research 235(2):399-411. doi:10.1016/j.ejor.2013.08.015
• Hurtubia, R., and Bierlaire, M. (2014). Estimation of bid functions for location choice and price modeling with a latent variable approach, Networks and Spatial Economics 14(1):47-65. doi:10.1007/s11067-013-9200-z
• Glerum, A., Stankovikj, L., Thémans, M., and Bierlaire, M. (2014). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions, Transportation Science 48(4):483-499. doi:10.1287/trsc.2013.0487
• Kumar, P., and Bierlaire, M. (2014). Multi-Objective Airport Gate Assignment Problem in Planning and Operations, Journal of Advanced Transportation 48(7):902-926. doi:10.1002/atr.1235
• Atasoy, B., Salani, M., and Bierlaire, M. (2014). An integrated airline scheduling, fleeting and pricing model for a monopolized market, Computer-Aided Civil and Infrastructure Engineering 29(2):76-90. doi:10.1111/mice.12032
• Farooq, B., Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2013). Simulation based population synthesis, Transportation Research Part B: Methodological 58:243-263. doi:10.1016/j.trb.2013.09.012
• Osorio, C., and Bierlaire, M. (2013). A simulation-based optimization framework for urban transportation problems, Operations Research 61(6):1333-1345. doi:10.1287/opre.2013.1226 (Best Paper Award in the field of transportation science and logistics - INFORMS 2016)
• Fosgerau, M., McFadden, D., and Bierlaire, M. (2013). Choice Probability Generating Functions, Journal of Choice Modelling 8:1-18. doi:10.1016/j.jocm.2013.05.002
• Umang, N., Bierlaire, M., and Vacca, I. (2013). Exact and Heuristic Methods to Solve the Berth Allocation Problem in Bulk Ports, Transportation Research Part E: Logistics and Transportation Review 54:14-31. doi:10.1016/j.tre.2013.03.003
• Börjesson, M., Cherchi, E., and Bierlaire, M. (2013). Within Individual Variation in Preferences: Equity Effects of Congestion Charges, Transportation Research Record 2382:92-101. doi:10.3141/2382-11
• Cruz, J., Bierlaire, M., and Thiran, J. (2013). Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking, IEEE Transactions on Circuits and Systems for Video Technology 23(5):898-911. doi:10.1109/TCSVT.2013.2249374
• Atasoy, B., Salani, M., Bierlaire, M., and Leonardi, C. (2013). Impact analysis of a flexible air transportation system, European Journal of Transport and Infrastructure Research 13(2):123-146. doi:10.18757/ejtir.2013.13.2.2993
• Flötteröd, G., and Bierlaire, M. (2013). Metropolis-Hastings sampling of paths, Transportation Research Part B: Methodological 48:53-66. doi:10.1016/j.trb.2012.11.002
• Chorus, C., and Bierlaire, M. (2013). An empirical comparison of travel choice models that capture preferences for compromise alternatives, Transportation 40(3):549-562. doi:10.1007/s11116-012-9444-3
• Bierlaire, M., Chen, J., and Newman, J. P (2013). A Probabilistic Map Matching Method for Smartphone GPS data, Transportation Research Part C: Emerging Technologies 26:78–98. doi:10.1016/j.trc.2012.08.001
• Atasoy, B., Glerum, A., and Bierlaire, M. (2013). Attitudes towards mode choice in Switzerland, disP - The Planning Review 49(2):101-117. doi:10.1080/02513625.2013.827518
• Vacca, I., Salani, M., and Bierlaire, M. (2013). An exact algorithm for the integrated planning of berth allocation and quay crane assignment, Transportation Science 47(2):148-161. doi:10.1287/trsc.1120.0428
• Bergantino, A., Bierlaire, M., Catalano, M., Migliore, M., and Amoroso, S. (2013). Taste heterogeneity and latent preferences in the choice behaviour of freight transport operators, Transport Policy 30:77-91. doi:10.1016/j.tranpol.2013.08.002
• Bierlaire, M., and Osorio, C. (2013). Selected papers from the seventh Triennial Symposium on Transportation Analysis (TRISTAN VII), Transportation Research Part C: Emerging Technologies 27:59. (Editorial of the special issue)
• Lee, M., Khelifa, A., Garrow, L. A., Bierlaire, M., and Post, D. (2012). An analysis of destination choice for opaque airline products using multidimensional binary logit models , Transportation Research Part A: Policy and Practice 46:1641-1653. doi:10.1016/j.tra.2012.08.009
• Robin, T., and Bierlaire, M. (2012). Modeling the behavior of investors, Journal of Choice Modelling 5(2):. doi:10.1016/S1755-5345(13)70054-X
• Cruz, J., Bogdanova, I., Paquier, B., Bierlaire, M., and Thiran, J. (2012). Scale Invariant Feature Transform on the Sphere: Theory and Applications, International Journal of Computer Vision 98(2):217-241. doi:10.1007/s11263-011-0505-4
• Abou-Zeid, M., Witter, R., Bierlaire, M., Kaufmann, V., and Ben-Akiva, M. (2012). Happiness and Travel Mode Switching: Findings from a Swiss Public Transportation Experiment, Transport Policy 19(1):93-104. doi:10.1016/j.tranpol.2011.09.009
• Osorio, C., and Bierlaire, M. (2012). A tractable analytical model for large-scale congested protein synthesis networks, European Journal of Operational Research 219(3):588-597. doi:10.1016/j.ejor.2011.10.037
• Robin, T., Bierlaire, M., and Cruz, J. (2011). Dynamic facial expression recognition with a discrete choice model, Journal of Choice Modelling 4(2):95-148. doi:10.1016/S1755-5345(13)70059-9
• Osorio, C., Flötteröd, G., and Bierlaire, M. (2011). Dynamic network loading: a differentiable model that derives link state distributions, Transportation Research Part B: Methodological 45(9):1410-1423. doi:10.1016/j.trb.2011.05.014
• Flötteröd, G., Bierlaire, M., and Nagel, K. (2011). Bayesian demand calibration for dynamic traffic simulations, Transportation Science 45(4):541-561. doi:10.1287/trsc.1100.0367
• Eggenberg, N., Salani, M., and Bierlaire, M. (2011). Uncertainty Feature Optimization: an implicit paradigm for problems with noisy data, Networks 57(3):270-284. doi:10.1002/net.20428
• Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2010). An analysis of the implicit choice set generation using the Constrained Multinomial Logit model, Transportation Research Record 2175:92-97. doi:10.3141/2175-11
• Alahi, A., Vandergheynst, P., Bierlaire, M., and Kunt, M. (2010). Cascade of Descriptors to Detect and Track Objects Across Any Network of Cameras, Computer Vision and Image Understanding 114(6):624-640. doi:10.1016/j.cviu.2010.01.004
• Patterson, Z., Kryvobokov, M., Marchal, F., and Bierlaire, M. (2010). Disaggregate Models with Aggregate Data: Two UrbanSim Applications, Journal of Transport and Land Use 3(2):5-37. doi:10.5198/jtlu.v3i2.113
• Sorci, M., Antonini, G., Cruz, J., Robin, T., Bierlaire, M., and Thiran, J. (2010). Modelling human perception of static facial expressions, Image and Vision Computing 28(5):790-806. doi:10.1016/j.imavis.2009.10.003
• Eggenberg, N., Salani, M., and Bierlaire, M. (2010). Constraint-specific recovery networks for solving airline recovery problems, Computers & Operations Research 37(6):1014-1026. doi:10.1016/j.cor.2009.08.006
• Patterson, Z., and Bierlaire, M. (2010). Development of Prototype UrbanSim Models, Environment and Planning B 37(2):344-366. doi:10.1068/b35107
• Bierlaire, M., Thémans, M., and Zufferey, N. (2010). A heuristic for nonlinear global optimization, INFORMS Journal of Computing 22(1):59-70. doi:10.1287/ijoc.1090.0343
• Frejinger, E., Bierlaire, M., and Ben-Akiva, M. (2009). Sampling of Alternatives for Route Choice Modeling, Transportation Research Part B: Methodological 43(10):984-994. doi:10.1016/j.trb.2009.03.001 (Ranked 1st in the TOP 25 hottest articles of Transportation Research Part B for July-September 2009)
• Divorra Escoda, O., Monaci, G., Figueras i Ventura, R., Vandergheynst, P., and Bierlaire, M. (2009). Geometric Video Approximation Using Weighted Matching Pursuit, IEEE Transactions on Image Processing 18(8):1703-1716. doi:10.1109/TIP.2009.2021315
• Bierlaire, M., and Salani, M. (2009). Selected papers from the Triennial symposium on transportation analysis (TRISTAN), Phuket, Thailand, June 11–15, 2007, Special Issue of Transportation Research Part C , Transportation Research Part C: Emerging Technologies 17(2):105. doi:10.1016/j.trc.2008.12.001 (Editorial of the special issue edited by Bierlaire and Salani. Not a research paper. )
• Fosgerau, M., and Bierlaire, M. (2009). Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological 43(5):494-505. doi:10.1016/j.trb.2008.10.004 (Ranked 9th in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009)
• Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2009). Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56. doi:10.1016/j.trb.2008.06.010 (Ranked first in the TOP 25 hottest articles of Transportation Research Part B for October-December 2008 as well as for January-March 2009)
• Osorio, C., and Bierlaire, M. (2009). An analytic finite capacity queueing network model capturing the propagation of congestion and blocking, European Journal of Operational Research 196(3):996-1007. doi:10.1016/j.ejor.2008.04.035
• Bierlaire, M., and Thémans, M. (2009). Dealing with singularities in nonlinear unconstrained optimization, European Journal of Operational Research 196(1):33-42. doi:10.1016/j.ejor.2008.02.036
• Oeuvray, R., and Bierlaire, M. (2009). BOOSTERS: a derivative-free algorithm based on radial basis functions, International Journal of Modelling and Simulation 29(1):26-36. doi:10.2316/Journal.205.2009.1.205-4634
• Bierlaire, M., Bolduc, D., and McFadden, D. (2008). The estimation of Generalized Extreme Value models from choice-based samples, Transportation Research Part B: Methodological 42(4):381-394. doi:10.1016/j.trb.2007.09.003 (Ranked 4 in the TOP 25 hottest articles of Transportation Research Part B for January-March 2008)
• Bierlaire, M., and Frejinger, E. (2008). Route choice modeling with network-free data, Transportation Research Part C: Emerging Technologies 16(2):187-198. doi:10.1016/j.trc.2007.07.007 (Ranked 2 in the TOP 25 hottest articles of Transportation Research Part C for January-March 2008)
• Axhausen, K., Hess, S., Koenig, A., Abay, G., Bates, J., and Bierlaire, M. (2008). Income and distance elasticities of values of travel time savings: new Swiss results, Transport Policy 15(3):173-185. doi:10.1016/j.tranpol.2008.02.001
• Oeuvray, R., and Bierlaire, M. (2008). A doped derivative-free algorithm, International Journal of Modelling and Simulation 28(4):387-393. doi:10.2316/Journal.205.2008.4.205-4660
• Thévenaz, P., Bierlaire, M., and Unser, M. (2008). Halton Sampling for Image Registration Based on Mutual Information, Sampling Theory in Signal and Image Processing 7(2):141-171.
• Hess, S., Bierlaire, M., and Polak, J. (2007). A systematic comparison of continuous and discrete mixture models, European Transport 37:35-61.
• Bogers, E., Bierlaire, M., and Hoogendoorn, S. (2007). Modeling Learning in Route Choice, Transportation Research Record 2014:1-8. doi:10.3141/2014-01
• Abbe, E., Bierlaire, M., and Toledo, T. (2007). Normalization and correlation of cross-nested logit models, Transportation Research Part B: Methodological 41(7):795-808. doi:10.1016/j.trb.2006.11.006 (Ranked 5 in the TOP 25 hottest articles of Transportation Research Part B for April-June 2007)
• Bierlaire, M., Crittin, F., and Thémans, M. (2007). A multi-iterate method to solve systems of nonlinear equations, European Journal of Operational Research 183(1):20-41. doi:10.1016/j.ejor.2006.09.080
• Fosgerau, M., and Bierlaire, M. (2007). A practical test for the choice of mixing distribution in discrete choice models, Transportation Research Part B: Methodological 41(7):784-794. doi:10.1016/j.trb.2007.01.002 (Ranked 13 in the TOP 25 hottest articles of Transportation Research Part B for April-June 2007)
• Frejinger, E., and Bierlaire, M. (2007). Capturing correlation with subnetworks in route choice models, Transportation Research Part B: Methodological 41(3):363-378. doi:10.1016/j.trb.2006.06.003 (Ranked 13 in the TOP 25 hottest articles of Transportation Research Part B for July-September 2007)
• Oeuvray, R., and Bierlaire, M. (2007). A new derivative-free algorithm for the medical image registration problem, International Journal of Modelling and Simulation 27(2):115-124. doi:10.2316/Journal.205.2007.2.205-4367
• Antonini, G., Bierlaire, M., and Weber, M. (2006). Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological 40(8):667-687. doi:10.1016/j.trb.2005.09.006 (Ranked first in the TOP 25 hottest articles of Transportation Research Part B for April-June 2006)
• Antonini, G., Venegas, S., Bierlaire, M., and Thiran, J. (2006). Behavioral priors for detection and tracking of pedestrians in video sequences, International Journal of Computer Vision 69(2):159-180. doi:10.1007/s11263-005-4797-0
• Bierlaire, M. (2006). A theoretical analysis of the cross-nested logit model, Annals of Operations Research 144(1):287-300. doi:10.1007/s10479-006-0015-x
• Bierlaire, M., and Crittin, F. (2006). Solving noisy large scale fixed point problems and systems of nonlinear equations, Transportation Science 40(1):44-63. doi:10.1287/trsc.1050.0119
• Bierlaire, M., Thémans, M., and Axhausen, K. (2006). Analysis of driver's response to real-time information in Switzerland, European Transport 34:21-41.
• Daly, A., and Bierlaire, M. (2006). A General and Operational Representation of Generalised Extreme Value Models, Transportation Research Part B: Methodological 40(4):285-305. doi:10.1016/j.trb.2005.03.003 (Ranked third in the TOP 25 hottest articles of Transportation Research Part B for January-March 2006)
• Osorio, C., Weibel, C., Perez, P., Bierlaire, M., and Garnerin, P. (2006). Patient flow simulation as a tool for estimating policy impact, Swiss Medical Informatics 58:33-36.
• Hess, S., Bierlaire, M., and Polak, J. (2005). Estimation of value of travel-time savings using Mixed Logit models, Transportation Research Part A: Policy and Practice 39(3):221-236. doi:10.1016/j.tra.2004.09.007 (Ranked 15th in the TOP 25 hottest articles of Transportation Research Part A for April-June 2005)
• Spada, M., Bierlaire, M., and Liebling, T. M. (2005). Decision-aid methodology for the school bus routing and scheduling problem, Transportation Science 39(4):477-490. doi:10.1287/trsc.1040.0096
• Bierlaire, M., and Crittin, F. (2004). An efficient algorithm for real-time estimation and prediction of dynamic OD table, Operations Research 52(1):116-127. doi:10.1287/opre.1030.0071 (2006 Best paper award, Transportation Science & Logistics Society, INFORMS)
• Ben-Akiva, M., McFadden, D., Train, K., Walker, J., Bhat, C., Bierlaire, M., Bolduc, D., Boersch-Supan, A., Brownstone, D., Bunch, D., Daly, A., de Palma, A., Gopinath, D., Karlstrom, A., and Munizaga, M. A. (2002). Hybrid choice models: Progress and challenges, Marketing Letters 13(3):163-175. doi:10.1023/A:1020254301302
• Bierlaire, M. (2002). The total demand scale: A new measure of quality for static and dynamic origin-destination trip tables, Transportation Research Part B: Methodological 36(9):837-850. doi:10.1016/S0191-2615(01)00036-4
• Torday, A., Bierlaire, M., and Dumont, A. (2002). Seeing the wood and the trees: simulation-based evaluation of the effect of variable speed limit signs on capacity and user safety, Traffic technology international 1:60-64.
• Ben-Akiva, M., Bierlaire, M., Burton, D., Koutsopoulos, H. N., and Mishalani, R. (2001). Network state estimation and prediction for real-time transportation management applications, Networks and Spatial Economics 1(3-4):293-318. doi:10.1023/A:1012883811652
• Torday, A., Bierlaire, M., and Dumont, A. (2001). Modelling evaluation of impact of variable speed limitation sign posts on road capacity and user safety, Strasse und Verkehr 87(6):283-286.
• Dellaert, B., Arentze, T., Bierlaire, M., Borgers, A., and Timmermans, H. (1998). Investigating consumers' tendency to combine multiple shopping purposes and destinations, Journal of Marketing Research 35(2):177-188. doi:10.2307/3151846
• Bierlaire, M., Lotan, T., and Toint, P. L. (1997). On the overspecification of multinomial and nested logit models due to alternative specific constants, Transportation Science 31(4):363-371. doi:10.1287/trsc.31.4.363
• Bierlaire, M., and Toint, P. L. (1995). MEUSE: an origin-destination estimator that exploits structure, Transportation Research Part B: Methodological 29(1):47-60. doi:10.1016/0191-2615(94)00025-U
• Bierlaire, M. (1991). Evaluation de la demande en trafic : quelques méthodes de distribution, Annales de la Société Scientifique de Bruxelles 105(1-2):17-66.
• Bierlaire, M., Toint, P. L., and Tuyttens, D. (1991). On iterative algorithms for linear least squares problems with bound constraints, Linear Algebra and its Applications 143(1):111-143. doi:10.1016/0024-3795(91)90009-L

Books

• Bierlaire, M., Kaufmann, V., and Rérat, P. (Eds) (2017). La mobilité en questions. Presses Polytechniques et Universitaires Romandes (PPUR).
• Bierlaire, M. (2015). Optimization: Principles and Algorithms. EPFL Press.
• Bierlaire, M., de Palma, A., Hurtubia, R., and Waddell, P. (Eds) (2015). Integrated Transport and Land Use Modeling for Sustainable Cities. EPFL Press.
• Bierlaire, M. (2006). Introduction à l'optimisation différentiable. Presses Polytechniques et Universitaires Romandes.

Book chapters

• Bierlaire, M., Frejinger, E., and Hillel, T. (2024). Dynamic choice models. In S. Hess and A. Daly (ed) <em>Handbook of Choice Modelling</em> (ISBN: 9781800375628) pp.568-593. Edward Elgar Publishing.
• Bierlaire, M., and Krueger, R. (2024). Sampling and discrete choice. In S. Hess and A. Daly (ed) <em>Handbook of Choice Modelling</em> (ISBN: 9781800375628) pp.693-719. Edward Elgar Publishing.
• Richer, C., Torres, F., and Bierlaire, M. (2024). The Static Elevator Dispatching Problem with Destination Control. In Crainic, T.G., Gendreau, M., Frangioni, A. (ed) <em>Combinatorial Optimization and Applications</em> . Springer.
• Sharif Azadeh, S., Pacheco, M., and Bierlaire, M. (2024). Decomposition Methods for Choice-Based Optimization Models. In Crainic, T.G., Gendreau, M., Frangioni, A. (ed) <em>Combinatorial Optimization and Applications</em> . Springer.
• Varotto, S. F., Krueger, R., and Bierlaire, M. (2024). Modelling travel behaviour: a choice modelling perspective . In D. Potoglou and J. Spinney (ed) <em>Handbook of Travel Behavior</em> (ISBN: 978 1 83910 573 9) pp.118-139. Elgar.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2023). A General Framework to Evaluate Different Rebalancing Operations Strategies in One-Way Car Sharing Systems. In Grothe, O., Nickel, S., Rebennack, S., Stein, O. (ed) <em>Operations Research Proceedings 2022. OR 2022.</em> (ISBN: 978-3-031-24906-8). Springer.
• Lalic, M., Obrenovic, N., Brdar, S., Lukovic, I., and Bierlaire, M. (2023). Assisting Passengers on Rerouted Train Service Using Vehicle Sharing System. In Cappanera, P., Lapucci, M., Schoen, F., Sciandrone, M., Tardella, F., Visintin, F. (ed) <em>Optimization and Decision Science: Operations Research, Inclusion and Equity</em> (ISBN: 978-3-031-28862-3) pp.277-287. Springer.
• Sharif Azadeh, S., Maknoon, Y., Chen, J., and Bierlaire, M. (2021). The Impact of Collaborative Scheduling and Routing for Interconnected Logistics: A European Case Study. In Jafar Rezaei (ed) <em>Strategic Decision Making for Sustainable Management of Industrial Networks</em> (ISBN: 978-3-030-55384-5) pp.35-56. Springer.
• Bierlaire, M., Scarinci, R., Nikolic, M., Oyama, Y., Molyneaux, N., and Wang, Z. (2020). Methodologies for understanding and improving pedestrian mobility. In Ole B. Jensen, Claus Lassen, Vincent Kaufmann, Malene Freudendal-Pedersen, Ida Sofie Gøtzsche Lange (ed) <em>Handbook of Urban Mobilities</em> (ISBN: 9781138482197). Routledge.
• Bierlaire, M., and Baehler, D. (2017). Faut-il construire plus de routes pour limiter les embouteillages ?. In Bierlaire M., Kaufmann V. and Rérat P. (ed) <em>La mobilité en questions</em> (ISBN: 978-2-88915-172-1) pp.9-22. Presses Polytechniques et Universitaires Romandes (PPUR).
• Bierlaire, M., Kaufmann, V., and R&eacute;rat, P. (2017). Pour une approche globale, informée et interdisciplinaire de la mobilité. In Bierlaire M., Kaufmann V. and Rérat P. (ed) <em>La mobilité en questions</em> (ISBN: 978-2-88915-172-1) pp.181-184. Presses Polytechniques et Universitaires Romandes (PPUR).
• Bierlaire, M., and Lurkin, V. (2017). Introduction to Disaggregate Demand Models. In R. Batta and J. Peng (ed) <em>Tutorials in Operations Research Leading Developments from INFORMS Communities</em> (ISBN: 978-0-9906153-0-9) pp.48-67. Institute for Operations Research and the Management Sciences (INFORMS).
• Munaf&ograve;, S., and Bierlaire, M. (2017). La densité urbaine permet-elle de favoriser une mobilité plus durable ? . In Bierlaire M., Kaufmann V. and Rérat P. (ed) <em>La mobilité en questions</em> (ISBN: 978-2-88915-172-1) pp.124-140. Presses Polytechniques et Universitaires Romandes (PPUR).
• R&eacute;rat, P., and Bierlaire, M. (2017). Les déplacements pendulaires font-ils partie du choix d'un lieu d'habitation ?. In Bierlaire M., Kaufmann V. and Rérat P. (ed) <em>La mobilité en questions</em> (ISBN: 978-2-88915-172-1) pp.141-155. Presses Polytechniques et Universitaires Romandes (PPUR).
• de Palma, A., Bierlaire, M., Hurtubia, R., and Waddell, P. (2015). Future challenges in transport and land use modeling. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.513-530. EPFL Press.
• Farooq, B., Hurtubia, R., and Bierlaire, M. (2015). Simulation based generation of a synthetic population for Brussels. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.95-112. .
• Farooq, B., Mueller, K., Bierlaire, M., and Axhausen, K. (2015). Methodologies for synthesizing populations. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.77-94. EPFL Press.
• Hurtubia, R., and Bierlaire, M. (2015). Microsimulation for land use modeling: implementation challenges. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.41-54. EPFL Press.
• Waddell, P., de Palma, A., Bierlaire, M., and Hurtubia, R. (2015). SustainCity: Overview and introduction. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.1-14. EPFL Press.
• Danalet, A., Bierlaire, M., and Farooq, B. (2014). Estimating Pedestrian Destinations Using Traces from WiFi Infrastructures. In U. Weidmann, U. Kirsch and M. Schreckenberg (ed) <em>Pedestrian and Evacuation Dynamics 2012</em> (ISBN: 978-3-319-02446-2) pp.1341-1352. Springer International Publishing.
• Kazagli, E., Chen, J., and Bierlaire, M. (2014). Individual Mobility Analysis Using Smartphone Data. In Soora Rasouli and Harry Timmermans (ed) <em>Mobile Technologies for Activity-Travel Data Collection and Analysis</em> (ISBN: 9781466661707) pp.187-208. IGI Global.
• Atasoy, B., Salani, M., and Bierlaire, M. (2012). Integrated schedule planning with supply-demand interactions for a new generation of aircrafts. In D. Klatte et al. (ed) <em>Operations Research Proceedings 2011</em> pp.495-500. Springer.
• Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2012). Running urban microsimulations consistently with real-world data. In S. Müller Arisona, G. Aschwanden, J. Halatsch (ed) <em>Digital Urban Modelling and Simulation</em> (ISBN: 978-3-642-29757-1) pp.181-199. Springer.
• Osorio, C., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2011). Dynamic network loading: a stochastic differentiable model that derives link state distributions. In M. Cassidy, A. Skarbadonis (ed) <em>Procedia - Social and Behavioral Sciences. Papers selected for the 19th International Symposium on Transportation and Traffic Theory</em> pp.364-381. Elsevier.
• Abou-Zeid, M., Ben-Akiva, M., Bierlaire, M., Choudhury, C., and Hess, S. (2010). Attitudes and Value of Time Heterogeneity. In Eddy Van de Voorde and Thierry Vanelslander (ed) <em>Applied Transport Economics A Management and Policy Perspective</em> pp.523-545. de boeck.
• Frejinger, E., and Bierlaire, M. (2010). On Path Generation Algorithms for Route Choice Models. In S. Hess and A. Daly (ed) <em>Choice Modelling: The State-of-the-Art and the State-of-Practice</em> (ISBN: 978-1-84950-772-1) pp.307-315. Emerald Group Publishing Limited.
• Sorci, M., Robin, T., Cruz, J., Bierlaire, M., Thiran, J., and Antonini, G. (2010). Capturing Human Perception of Facial Expressions by Discrete Choice Modelling. In S. Hess and A. Daly (ed) <em>Choice Modelling: The State-of-the-Art and the State-of-Practice</em> (ISBN: 978-1-84950-772-1) pp.101-136. Emerald Group Publishing Limited.
• Bierlaire, M., and Robin, T. (2009). Pedestrians Choices. In H. Timmermans (ed) <em>Pedestrian Behavior. Models, Data Collection and Applications</em> (ISBN: 978-1-84855-750-5) pp.1-26. Emerald Group Publishing Limited.
• Bierlaire, M. (2008). Recent methodological developments in discrete choice models. In L. D’Ambra, P. Rostirolla and M. Squillante (ed) <em>Metodi, Modelli, e Tecnologie dell’Informazione a Supporto delle Decisioni. Parte prima: metodologie</em> (ISBN: 978-88-464-8381-2) pp.43-54. .
• Antonini, G., and Bierlaire, M. (2007). A discrete choice framework for acceleration and direction change behaviors in walking pedestrians. In Waldau, N., Gattermann, P., Knoflacher, H. and Schreckenberg, M. (ed) <em>Pedestrian and Evacuation Dynamics 2005</em> (ISBN: 978-3-540-47062-5) pp.155-166. Springer.
• Bierlaire, M., Antonini, G., and Weber, M. (2007). Behavioural dynamics for pedestrians. In Axhausen, K. W. (ed) <em>Moving through nets: the physical and social dimensions of travel</em> (ISBN: 0 08 044213 7) pp.81-105. Elsevier.
• Liebling, T. M., Bierlaire, M., Crittin, F., H&ecirc;che, J., Thi&eacute;mard, E., Stagno, A., and Righetti, F. (2007). Modeling and simulation in logistics. In Perret, F.-L., Jaffeux, C., Fender, M. and Wieser, Ph. (ed) <em>Essential of logistics and management</em> (ISBN: 978-2-940222-16-2) pp.283-322. EPFL Press.
• Antonini, G., Sorci, M., Bierlaire, M., and Thiran, J. (2006). Discrete Choice Models for Static Facial Expression Recognition. In Blanc-Talon, J., Philips, W., Popescu, D. and Scheunders, P. (ed) <em>Advanced Concepts for Intelligent Vision Systems</em> (ISBN: 978-3-540-44630-9) pp.710-721. Springer Berlin / Heidelberg.
• Bogers, E., Bierlaire, M., and Hoogendoorn, S. (2006). Modelling learning behaviour in route choice. In H. J. van Zuylen (ed) <em>TRAIL in motion - Selected papers</em> (ISBN: 90-5584-081-5) pp.25-39. TRAIL Research School.
• Bierlaire, M. (2005). Capturing complex transportation behaviors with advanced random utility models. In van Zuylen, H. (ed) <em>The reliability of traveling and the robustness of transport systems</em> pp.23-44. TRAIL Research School.
• Hess, S., Bierlaire, M., and Polak, J. (2005). Capturing correlation and taste heterogeneity with Mixed GEV models. In Scarpa, R. and Alberini, A. (ed) <em>Application of simulation methods in environmental and resource economics</em> (ISBN: 978-1-4020-3683-5) pp.55-76. Springer.
• Hess, S., Polak, J., and Bierlaire, M. (2005). Functional approximations to alternative-specific constants in time-period choice-modelling. In Mahmassani, H. S. (ed) <em>Transportation and Traffic Theory. Flow, Dynamics and Human Interaction</em> (ISBN: 9780080446806) pp.545-564. Elsevier.
• Venegas, S., Antonini, G., Thiran, J., and Bierlaire, M. (2005). Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques. In Bengio S. and Bourlard H. (ed) <em>Machine Learning for Multimodal Interaction</em> (ISBN: 978-3540245094) pp.341 - 348. Springer.
• Bierlaire, M. (2004). Estimation et prédiction en temps-réel de tables. In Aron, M., Boillot, F. and Lebacque, J.-P. (ed) <em>Modélisation du trafic - Actes du Groupe de Travail 2002</em> (ISBN: 2-85782-606-0) pp.31-42. INRETS.
• Oeuvray, R., and Bierlaire, M. (2004). A New Derivative-free Algorithm for the Medical Image Registration Problem. In Hamza, M. H. (ed) <em>Modelling, Simulation, and Optimization</em> (ISBN: 0-88986-424-1). Acta Press.
• Ben-Akiva, M., and Bierlaire, M. (2003). Discrete choice models with applications to departure time and route choice. In Hall, R. (ed) <em>Handbook of Transportation Science, 2nd edition</em> (ISBN: 1-4020-7246-5) pp.7-38. Kluwer.
• Spada, M., Bierlaire, M., and Liebling, T. M. (2003). School bus routing and scheduling problem. In Leopold-Wildburger, U., Rendl, F. and Wäscher, G. (ed) <em>Operations Research Proceedings 2002</em> (ISBN: 3540003878) pp.180-186. Springer.
• Ben-Akiva, M., Bierlaire, M., Koutsopoulos, H. N., and Mishalani, R. (2002). Real-time simulation of traffic demand-supply interactions within DynaMIT. In Gendreau, M. and Marcotte, P. (ed) <em>Transportation and network analysis: current trends. Miscellenea in honor of Michael Florian</em> (ISBN: 1-4020-0488-5) pp.19-36. Kluwer.
• Liebling, T. M., Bierlaire, M., Crittin, F., H&ecirc;che, J., Thi&eacute;mard, E., Stagno, A., and Righetti, F. (2002). Modeling and simulation in logistics. In Perret, F.-L. and Jaffeux, C. (ed) <em>The Essentials of Logistics and Management</em> (ISBN: 2-88074-510-1) pp.281--324. EPFL Press.
• Schoenfelder, S., Axhausen, K., Antille, N., and Bierlaire, M. (2002). Exploring the potentials of automatically collected GPS data for travel behaviour analysis - a Swedish data source. In Möltgen, J. and Wytzisk, A. (ed) <em>GI-Technologien für Verkehr und Logistik</em> pp.155--179. Institut für Geoinformatik, Universität Münster.
• Ben-Akiva, M., and Bierlaire, M. (1999). Discrete choice methods and their applications to short-term travel decisions. In Hall, R. (ed) <em>Handbook of Transportation Science</em> (ISBN: 0-7923-8587-X) pp.5-34. Kluwer.
• Bottom, J., Ben-Akiva, M., Bierlaire, M., Chabini, I., Koutsopoulos, H. N., and Yang, Q. (1999). Investigation of route guidance generation issues by simulation with DynaMIT. In Ceder, A. (ed) <em>Transportation and Traffic Theory. Proceedings of the 14th International Symposium on Transportation and Traffic Theory</em> (ISBN: 0 08 043448 7) pp.577-600. Pergamon.
• Bierlaire, M. (1998). Discrete choice models. In Labbé, M., Laporte, G., Tanczos, K. and Toint, Ph. (ed) <em>Operations Research and Decision Aid Methodologies in Traffic and Transportation Management</em> (ISBN: 3540646523) pp.203-227. Springer Verlag.

Papers in conference proceedings

• Cortes Balcells, C., Torres, F., and Bierlaire, M. (2024). Bridging Epidemiology and Mobility: Creating a Policy-Aware Activity-Based Model for Epidemiological Studies. Proceedings of the 12th Symposium of the European Association for Research in Transportation (hEART) June 18-20, 2024.
• Ortelli, N., de Lapparent, M., Varotto, S. F., and Bierlaire, M. (2024). An integrated accident injury severity and risk-taking behavior model for the evaluation of Via Sicura. Proceedings of the 12th Symposium of the European Association for Research in Transportation (HEART) 18-20 June 2024, 2024.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2024). Household-level choice-set generation and parameter estimation in activity-based models. Proceedings of the 12th symposium of the European Association for Research in Transportation (hEART) June 18-20, 2024, 2024.
• Cortes Balcells, C., and Bierlaire, M. (2024). Travel Behavior and Individual Choices in Infectious Disease Spread: Enhancing Activity-Based Models with Awareness and Testing Dynamics. Proceedings of the 17th International Conference on Travel Behavior Research (IATBR) July 14-18, 2024.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2024). Integration of group decision-mechanisms into activity-based models. Proceedings of the 17th International Conference on Travel Behavior Research (IATBR) July 14-18, 2024, 2024.
• Cortes Balcells, C., and Bierlaire, M. (2024). Mobility and Individual Choices in the Spread of Infectious Diseases: Enhancing Activity-Based Models with Awareness and Testing Dynamics. Proceedings of the International Choice Modelling Conference (ICMC) April 1-3, 2024.
• Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2024). Enhancing Epidemiological Models with Activity-Travel Behavior and Risk Perception: A Simulation Framework for Policy Management . Proceedings of the 24th Swiss Transport Research Conference (STRC) May 15-17, 2024.
• Haering, T., Legault, R., Torres, F., and Bierlaire, M. (2024). Fast Algorithms for Capacitated Continuous Pricing with Discrete Choice Demand Models. Proceedings of the 24th Swiss Transport Research Conference (STRC) 15-17 May, 2024.
• Kukic, M., and Bierlaire, M. (2024). Hybrid Simulator for Projecting Synthetic Households in Unforeseen Events. Proceedings of the 24th Swiss Transport Research Conference (STRC) 15-17 May, 2024.
• Ortelli, N., de Lapparent, M., and Bierlaire, M. (2024). A conditional trust-region algorithm for the estimation of discrete choice models. Proceedings of the 24th Swiss Transport Research Conference (STRC) 15-17 May, 2024.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2023). From domestic energy demand to household activity patterns. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
• Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Faster estimation of discrete choice models via weighted dataset reduction. Proceedings of the 11th Symposium of the European Association for Research in Transportation (HEART) 6-8 September 2023, 2023.
• Kukic, M., Benchelabi, S., and Bierlaire, M. (2023). Hybrid Simulator for Capturing Dynamics of Synthetic Population. Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems (ITSC) 24 September -28 September, 2023.
• Beine, M., Bierlaire, M., Paschalidis, E., and Vortisch, A. (2023). Sampling of alternatives in migration aspiration models. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
• Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2023). Interdisciplinary Behavioral Model (IBM) for Controlling Infectious Diseases. Proceedings of the 23rd Swiss Transport Research Conference (STRC) May 10-12, 2023.
• Haering, T., and Bierlaire, M. (2023). A Spatial Branch and Bound Algorithm for Continuous Pricing with Advanced Discrete Choice Demand Modeling. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
• Kukic, M., and Bierlaire, M. (2023). Hybrid Simulator for Capturing Dynamics of Synthetic Population. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
• Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Stochastic adaptive resampling for the estimation of discrete choice models. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
• Pougala, J., Hillel, T., and Bierlaire, M. (2023). From one-day to multiday activity scheduling: extending the OASIS framework. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
• Wang, M., Pougala, J., and Bierlaire, M. (2023). Initial comparisons between Multiple Discrete-Continuous Extreme Value (MDCEV) model and Optimization-based Activity Scheduling Integrating Simultaneous choice dimensions (OASIS) framework. Proceedings of the 23rd Swiss Transport Research Conference (STRC) (STRC) 10-12 May, 2023.
• Bierlaire, M., Fadda, E., Fotio Tiotsop, L., and Manerba, D. (2022). A chance-constraint approach for optimizing Social Engagement-based services. Proceedings of the 17th Conference on Computer Science and Intelligence Systems (FedCSIS) September 4-7, 2022, 2022.
• Haering, T., Bongiovanni, C., and Bierlaire, M. (2022). A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models. Proceedings of the 10th symposium of the European Association for Research in Transportation (hEART) (hEART) 1-3 June 2022, 2022.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2022). A utility optimization-based framework for joint in- and out-of-home scheduling. Proceedings of the 10th symposium of the European Association for Research in Transportation (hEART) (hEART) 1-3 June 2022, 2022.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2022). A general framework to evaluate different rebalancing operations strategies in one-way car sharing systems. Proceedings of the International Conference on Operations Research (OR 2022) 06-09 September, 2022.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2022). Evaluating different strategies to solve rebalancing operations in car sharing systems. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
• Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2022). SARS-CoV-2 epidemiological model based on socio-economic variables in Switzerland. Proceedings of the 22nd Swiss Transport Research Conference (STRC) May 18-20, 2022.
• Haering, T., Bongiovanni, C., and Bierlaire, M. (2022). A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
• Haering, T., Bongiovanni, C., and Bierlaire, M. (2022). A Benders decomposition for maximum simulated likelihood estimation of advanced discrete choice models. Proceedings of the 11th Triennial Symposium on Transportation Analysis (TRISTAN XI) (STRC) 19-25 June, 2022.
• Kukic, M., and Bierlaire, M. (2022). One-step simulator for synthetic household generation. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
• Ortelli, N., de Lapparent, M., and Bierlaire, M. (2022). Faster estimation of discrete choice models via dataset reduction. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
• Pougala, J., Hillel, T., and Bierlaire, M. (2022). Parameter estimation for activity-based models. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2022). Integrated in- and out-of-home scheduling framework: A utility optimization-based approach. Proceedings of the 22nd Swiss Transport Research Conference (STRC ) 18-20 May, 2022.
• Salvad&eacute;, N., Hillel, T., Pougala, J., Haering, T., and Bierlaire, M. (2022). Representing location choice within activity-based models. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2021). A multi-objective approach for station clustering in bike sharing systems. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2021). Benders decomposition for choice-based optimization problems with discrete upper-level variables. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
• Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2021). Activity-based modeling and simulation of epidemics. Proceedings of the 21st Swiss Transport Research Conference (STRC) September 12-14, 2021.
• Haering, T., Manser, P., Hillel, T., Pougala, J., Krueger, R., and Bierlaire, M. (2021). Resolving time conflicts in activity-based scheduling: A case study of Lausanne. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
• Kukic, M., and Bierlaire, M. (2021). Population synthesis at the level of households. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
• Ortelli, N., Bierlaire, M., and de Lapparent, M. (2021). Can we infer on behavioral impacts of public policy on accident severity outcomes? A Swiss case study using historical disaggregate accident reports. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
• Pougala, J., Hillel, T., and Bierlaire, M. (2021). Choice set generation for activity-based models. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2021). Integrated models of transport and energy demand: A literature review and framework. Proceedings of the 21st Swiss Transport Research Conference (STRC ) 12-14 September, 2021.
• Wong, M., Mart&iacute;n-Baos, J., and Bierlaire, M. (2021). A unimodal ordered logit model for ranked choices . Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2020). Bike Sharing Systems: Does demand forecasting yield a better service?. Proceedings of the 9th Symposium of the European Association for Research in Transportation (hEART) 3-4 February 2021, 2020.
• Hillel, T., Pougala, J., Manser, P., Luethi, R., Scherr, W., and Bierlaire, M. (2020). Modelling mobility tool availability at a household and individual level: A case study of Switzerland. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
• Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2020). Variable Neighborhood Search for Assisted Utility Specification in Discrete Choice Models. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
• Pougala, J., Hillel, T., and Bierlaire, M. (2020). An optimization framework for daily activity schedules. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2020). Vehicle sharing systems: Does demand forecasting yield a better service?. Proceedings of the 20th Swiss Transport Research Conference (STRC) 13-14 May, 2020.
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2020). Optimal regulation of oligopolistic markets under discrete choice models of demand. Proceedings of the 20th Swiss Transport Research Conference (STRC) 13-15 May, 2020.
• Pougala, J., Hillel, T., and Bierlaire, M. (2020). Scheduling of daily activities: an optimization approach. Proceedings of the 20th Swiss Transport Research Conference (STRC) 13-14 May, 2020.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2019). A holistic decision making framework for a vehicle sharing system. Proceedings of the 23rd European Conference on Advances in Databases and Information Systems (ADBIS) 08-11 September, 2019.
• Hillel, T., Jin, Y., Elshafie, M. Z E B, and Bierlaire, M. (2019). Weak teachers: Assisted specification of discrete choice models using ensemble learning. Proceedings of the 8th Symposium of the European Association for Research in Transportation (HEART) 4-6 September, 2019.
• Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2019). Stochastic optimization with adaptive batch size: Discrete choice models as a case study. Proceedings of the 8th Symposium of the European Association for Research in Transportation (HEART) 4-6 September, 2019.
• Atac, S., Obrenovic, N., and Bierlaire, M. (2019). An optimization framework for light electric vehicle sharing systems. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2019). A demand-based optimization approach to find market equilibria in oligopolies. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
• Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2019). Stochastic optimization with adaptive batch size: Discrete choice models as a case study. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
• Molyneaux, N., Scarinci, R., and Bierlaire, M. (2019). The impact of counter-flow on pedestrian walking times. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
• Mueller, F., Schmidt, K., Guerster, M., Obrenovic, N., and Bierlaire, M. (2019). Model-based economic analysis of electrification in railway - Understanding the impact of track, operations, and uncertainties. Proceedings of the 19th Swiss Transport Research Conference (STRC 2019) May 15-17, 2019.
• Molyneaux, N., Scarinci, R., and Bierlaire, M. (2019). Improving pedestrian dynamics by preventing counter-flow. Proceedings of the Tenth Triennial Symposium on Transportation Analysis (TRISTAN X) 17-21 June, 2019.
• Molyneaux, N., Scarinci, R., and Bierlaire, M. (2018). Controlling Pedestrian Flows Using a Dynamic Traffic Management System. Proceedings of the 7th International Symposium on Dynamic Traffic Assignment: Smart Transportation (DTA) 6-8 June, 2018.
• Lederrey, G., Lurkin, V., and Bierlaire, M. (2018). SNM: Stochastic Newton Method for Optimization of Discrete Choice Models . Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC'18) 4-7 November, 2018.
• Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2018). Modelling competition in demand-based optimization models. Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
• Hillel, T., Bierlaire, M., Elshafie, M. Z E B, and Jin, Y. (2018). Validation of probabilistic classifiers. Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
• Jeanbart, C., Molyneaux, N., Scarinci, R., and Bierlaire, M. (2018). Network design of moving walkways in transportation hubs. Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
• Molyneaux, N., Scarinci, R., and Bierlaire, M. (2018). Two management strategies for improving passenger transfer experience in train stations . Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
• Pacheco, M., Gendron, B., Lurkin, V., Sharif Azadeh, S., and Bierlaire, M. (2018). A Lagrangian relaxation technique for the demand-based benefit maximization problem. Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
• Binder, S., Maknoon, Y., and Bierlaire, M. (2017). Efficient investigation of multiple dimensions of the railway timetable rescheduling problem. Proceedings of the 17th Swiss Transportation Research Conference May 17-19th, 2017.
• Fernandez-Antolin, A., Lurkin, V., de Lapparent, M., and Bierlaire, M. (2017). Discrete-continuous maximum likelihood for the estimation of nested logit models. Proceedings of the 16th Swiss Transport Research Conference (STRC) 17-19 May, 2017.
• Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2017). A general framework for routing problems with stochastic demands. Proceedings of the 17th Swiss Transport Research Conference (STRC) May, 17-19, 2017.
• Molyneaux, N., Scarinci, R., and Bierlaire, M. (2017). Pedestrian management strategies for improving flow dynamics in transportation hubs. Proceedings of the 17th Swiss Transport Research Conference (STRC) 17-19 May, 2017.
• Nikolic, M., and Bierlaire, M. (2017). Review of transportation mode detection approaches based on smartphone data. Proceedings of the 17th Swiss Transport Research Conference (STRC) May, 17-19, 2017.
• Pacheco, M., Sharif Azadeh, S., Bierlaire, M., and Gendron, B. (2017). Integrating advanced demand models within the framework of mixed integer linear problems: A Lagrangian relaxation method for the uncapacitated case. Proceedings of the 17th Swiss Transport Research Conference (STRC) 17-19 May, 2017.
• Fernandez-Antolin, A., de Lapparent, M., and Bierlaire, M. (2016). Uncovering substitution patterns in new car sales using a cross nested logit model. Proceedings of the 16th Swiss Transport Research Conference (STRC) 18-20 May, 2016.
• Pacheco, M., Sharif Azadeh, S., and Bierlaire, M. (2016). A new mathematical representation of demand using choice-based optimization method. Proceedings of the 16th Swiss Transport Research Conference (STRC) 18-20 May, 2016.
• Wehres, U., Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M. (2016). Modeling Uncertainty for a Catenary-free Electrical Bus. Proceedings of the 16th Swiss Transportation Research Conference (STRC) May 19-20, 2016, 2016.
• Binder, S., Maknoon, Y., and Bierlaire, M. (2015). Passenger-oriented railway disposition timetables in case of severe disruptions. Proceedings of the 15th Swiss Transportation Research Conference April 15-17th, 2015.
• Robenek, T., Sharif Azadeh, S., and Bierlaire, M. (2015). Evaluating the Quality of Railway Timetables from Passenger Point of View. Proceedings of the 13th Conference on Advanced Systems in Public Transport (CASPT2015) July 19 - 23, 2015.
• Binder, S., Maknoon, Y., Sharif Azadeh, S., and Bierlaire, M. (2015). Generation and evaluation of passenger-oriented railway disposition timetables in case of severe disruptions. Proceedings of the 6th International Conference on Railway Operations Modelling and Analysis (RailTokyo2015) March 23 – 26, 2015.
• Robenek, T., Sharif Azadeh, S., Chen, J., Bierlaire, M., and Maknoon, Y. (2015). The Ideal Train Timetabling Problem. Proceedings of the 6th International Conference on Railway Operations Modelling and Analysis (RailTokyo2015) March 23 – 26, 2015.
• Baillif, M., de Lapparent, M., Fernandez-Antolin, A., and Bierlaire, M. (2015). Modeling consideration for electric vehicles and plug-in electric vehicles in car renewal. Proceedings of the 15th Swiss Transportation Research Conference (STRC) April 15-17, 2015.
• Danalet, A., and Bierlaire, M. (2015). Importance sampling for activity path choice. Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
• Fernandez-Antolin, A., Guevara-Cue, A., and Bierlaire, M. (2015). Correcting for endogeneity using the EMIS method: a case study with revealed preference data. Proceedings of the 15th Swiss Transport Research Conference (STRC) 15-17 April, 2015.
• H&auml;nseler, F., Bierlaire, M., Molyneaux, N., Scarinci, R., and Th&eacute;mans, M. (2015). Modeling pedestrian flows in train stations: The example of Lausanne railway station. Proceedings of the Swiss Transportation Research Conference (STRC) April 15-17, 2015.
• Kazagli, E., and Bierlaire, M. (2015). A Route Choice Model based on Mental Representations. Proceedings of the Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
• Markov, I., de Lapparent, M., Bierlaire, M., and Varone, S. (2015). Modeling a waste disposal process via a discrete mixture of count data models. Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
• Nikolic, M., and Bierlaire, M. (2015). Pedestrian flow characterization based on spatio-temporal Voronoi tessellations. Proceedings of the 15th Swiss Transportation Research Conference (STRC) 15 -17 April, 2015.
• Robenek, T., Maknoon, Y., and Bierlaire, M. (2015). Railway Passenger Service Timetable Design. Proceedings of the 15th Swiss Transportation Research Conference (STRC) 15 -17 April, 2015.
• Tinguely, L., Danalet, A., de Lapparent, M., and Bierlaire, M. (2015). Destination Choice Model including a panel effect using WiFi localization in a pedestrian facility. Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
• Binder, S., Chen, J., and Bierlaire, M. (2014). Generation and evaluation of passenger-oriented railway disposition timetables. Proceedings of the Swiss Transportation Research Conference (STRC) 14 - 16 May, 2014.
• Danalet, A., and Bierlaire, M. (2014). A path choice approach to activity modeling with a pedestrian case study. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
• Fernandez-Antolin, A., Stathopoulos, A., and Bierlaire, M. (2014). Exploratory Analysis of Endogeneity in Discrete Choice Models. Proceedings of the 14th Swiss Transport Research Conference (STRC) 14-16 May, 2014.
• Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2014). A dynamic discrete-continuous choice model for car ownership and usage: Estimation procedure. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
• H&auml;nseler, F., Molyneaux, N., Bierlaire, M., and Stathopoulos, A. (2014). Schedule-based estimation of pedestrian demand within a railway station. Proceedings of the Swiss Transportation Research Conference (STRC) 14-16 May, 2014.
• Kazagli, E., and Bierlaire, M. (2014). Revisiting Route Choice Modeling: A Multi-Level Modeling Framework for Route Choice Behavior. Proceedings of the Swiss Transportation Research Conference (STRC) 14 - 16 May, 2014.
• Markov, I., Varone, S., and Bierlaire, M. (2014). Vehicle routing for a complex waste collection problem. Proceedings of the 14th Swiss Transport Research Conference (STRC) May, 14-16, 2014.
• Molyneaux, N., H&auml;nseler, F., and Bierlaire, M. (2014). Modelling of train-induced pedestrian flows in railway stations. Proceedings of the Swiss Transportation Research Conference (STRC) 14-16 May, 2014.
• Nikolic, M., Bierlaire, M., and Farooq, B. (2014). Probabilistic speed-density relationship for pedestrians based on data driven space and time representation. Proceedings of the Swiss Transportation Research Conference (STRC) 14 - 16 May, 2014.
• Robenek, T., Chen, J., and Bierlaire, M. (2014). The Ideal Train Timetabling Problem. Proceedings of the 14th Swiss Transportation Research Conference (STRC) 14 - 16 May, 2014.
• Scarinci, R., Lopez, G., Chen, J., and Bierlaire, M. (2014). Optimization of the network design of a futuristic transport system based on moving walkways. Proceedings of the Swiss Transportation Research Conference (STRC) 14 - 16 May, 2014.
• Varotto, S. F., Glerum, A., Stathopoulos, A., and Bierlaire, M. (2014). Modelling travel time perception in transport mode choices. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
• Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). A dynamic discrete-continuous choice model of car ownership, usage and fuel type. Proceedings of the Second Symposium of the European Association for Research in Transportation (hEART) September 4-6, 2013.
• Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). Modeling car ownership and usage: a dynamic discrete-continuous choice modeling approach. Proceedings of the Third International Choice Modelling Conference (ICMC) July 3-5, 2013.
• Atasoy, B., Salani, M., and Bierlaire, M. (2013). Integration of explicit supply-demand interactions in airline schedule planning and fleet assignment. Proceedings of the Swiss Transportation Research Conference (STRC) 24-26 April, 2013.
• Chen, J., Atasoy, B., Robenek, T., Bierlaire, M., and Th&eacute;mans, M. (2013). Planning of feeding station installment for electric urban public mass-transportation system. Proceedings of the 13th Swiss Transportation Research Conference (STRC) 24-26 April, 2013.
• Danalet, A., Farooq, B., and Bierlaire, M. (2013). Towards an activity-based model for pedestrian facilities. Proceedings of the 13th Swiss Transport Research Conference (STRC) April 24-26, 2013.
• Efthymiou, D., Hurtubia, R., Bierlaire, M., and Antoniou, C. (2013). The Integrated Land Use and Transport Model of Brussels. Proceedings of the Swiss Transport Research Conference (STRC) April 24-26, 2013.
• Efthymiou, D., Farooq, B., Bierlaire, M., and Antoniou, C. (2013). Agent Based Indicators Analysis in the Context of Policy Evaluation. Proceedings of the Swiss Transport Research Conference (STRC) April 24-26, 2013.
• Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). A dynamic discrete-continuous choice model of car ownership and usage: Methodological framework. Proceedings of the 13th Swiss Transport Research Conference (STRC) April 24-26, 2013.
• H&auml;nseler, F., Farooq, B., and Bierlaire, M. (2013). An aggregated dynamic flow model for pedestrian movement in railway stations. Proceedings of the Swiss Transportation Research Conference (STRC) 24-26 April, 2013.
• Nikolic, M., Farooq, B., and Bierlaire, M. (2013). Exploratory analysis of pedestrian flow characteristics in mobility hubs using trajectory data. Proceedings of the Swiss Transportation Research Conference (STRC) 24-26 April, 2013.
• Robenek, T., Chen, J., and Bierlaire, M. (2013). Exploratory Analysis of Demand Interaction in the Planning of Passenger Railway Service. Proceedings of the 13th Swiss Transportation Research Conference (STRC) 24-26 April, 2013.
• Stathopoulos, A., Glerum, A., Th&eacute;mans, M., and Bierlaire, M. (2013). Dynamic vehicle ownership forecasting: a framework to model inter-temporal renewal decisions. Proceedings of the Swiss Transportation Research Conference (STRC) April 24-26, 2013.
• Atasoy, B., Salani, M., and Bierlaire, M. (2013). Models and algorithms for integrated airline schedule planning and revenue management. Proceedings of the Eighth Triennial Symposium on Transportation Analysis (TRISTAN VIII) 09-14 June, 2013.
• Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). Dynamic discrete-continuous choice modeling approach for car use, ownership and fuel type choice based on register data. Proceedings of the Eighth Triennial Symposium on Transportation Analysis (TRISTAN VIII) June 9-14, 2013.
• Glerum, A., and Bierlaire, M. (2012). The use of word data to measure perception in hybrid choice models. Proceedings of the 13th International Conference on Travel Behavior Research (IATBR) July 15-20, 2012.
• Glerum, A., and Bierlaire, M. (2012). An enhanced measurement model of perception of comfort in public transportation. Proceedings of the 1st European Symposium on Quantitative Methods in Transportation Systems (LATSIS 2012) September 4-7, 2012.
• Atasoy, B., Salani, M., and Bierlaire, M. (2012). An integrated fleet assignment and itinerary choice model for a new flexible aircraft. Proceedings of the Swiss Transport Research Conference (STRC) May 2-4, 2012.
• Glerum, A., and Bierlaire, M. (2012). Accounting for response behavior heterogeneity in the measurement of attitudes: an application to demand for electric vehicles. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
• H&auml;nseler, F., Farooq, B., and Bierlaire, M. (2012). Preliminary ideas for dynamic estimation of pedestrian origin-destination demand within train stations. Proceedings of the Swiss Transport Research Conference (STRC) 02.05.2012-04.05.2012, 2012.
• Hurtubia, R., Bierlaire, M., and Martinez, F. (2012). Dynamic microsimulation of location choices with a quasi-equilibrium auction approach. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
• Kumar, P., and Bierlaire, M. (2012). Optimizing Locations for a Vehicle Sharing System. Proceedings of the Swiss Transport Research Conference (STRC) 02.05.2012-04.05.2012, 2012.
• Robenek, T., Umang, N., and Bierlaire, M. (2012). Integrated Berth Allocation and Yard Assignment in Bulk Ports using Column Generation. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
• Sahaleh, S., Bierlaire, M., Farooq, B., Danalet, A., and H&auml;nseler, F. (2012). Scenario Analysis of Pedestrian Flow in Public Spaces. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
• Umang, N., and Bierlaire, M. (2012). Real Time Recovery in Berth Allocation Problem in Bulk Ports. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
• Hurtubia, R., Martinez, F., and Bierlaire, M. (2011). Bid auction model for simultaneous determination of location and rent in land use microsimulation models. Proceedings of the XV Congreso Chileno de Ingeniería de Transporte October 3 - 6, 2011.
• Hurtubia, R., and Bierlaire, M. (2011). Bid rent model for simultaneous determination of location and rent in land use microsimulations. Proceedings of the Swiss Transport Research Conference May 11-13, 2011.
• Atasoy, B., Glerum, A., and Bierlaire, M. (2011). Mode choice with attitudinal latent class: a Swiss case-study. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
• Glerum, A., Atasoy, B., Monticone, A., and Bierlaire, M. (2011). Adjectives qualifying individuals' perceptions impacting on transport mode preferences. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
• Glerum, A., Th&eacute;mans, M., and Bierlaire, M. (2011). Modeling demand for electric vehicles: the effect of car users' attitudes and perceptions. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
• Kumar, P., and Bierlaire, M. (2011). Generalized Airport Gate Assignment. Proceedings of the International Federations of Operations Research (IFORS) 10-15 July 2011, 2011.
• Atasoy, B., Salani, M., and Bierlaire, M. (2011). Integrated schedule planning with supply-demand interactions for a new generation of aircrafts. Proceedings of the International Conference on Operations Research (OR) August 30 - September 2, 2011.
• Kumar, P., and Bierlaire, M. (2011). Experience of Optimizing Fueling Decisions for Locomotives in Railroad Networks. Proceedings of the INTERNATIONAL CONFERENCE OF OPERATIONS RESEARCH (OR2011) 30 AUG - 2 SEP 2011, 2011.
• Atasoy, B., Salani, M., and Bierlaire, M. (2011). Integrated schedule planning with supply-demand interactions. Proceedings of the 11th Swiss Transport Research Conference (STRC) May 11-13, 2011.
• Chen, J., Bierlaire, M., and Fl&ouml;tter&ouml;d, G. (2011). Probabilistic multi-modal map matching with rich smartphone data. Proceedings of the Swiss Transportation Research Conference (STRC) May 11-13, 2011 , 2011.
• Glerum, A., Th&eacute;mans, M., and Bierlaire, M. (2011). Emergence of electric mobility: a nested approach to vehicle choice modeling. Proceedings of the 11th Swiss Transport Research Conference (STRC) May 11-13, 2011.
• Huibregtse, O., Fl&ouml;tter&ouml;d, G., Bierlaire, M., Hegyi, A., and Hoogendoorn, S. (2011). Optimization of evacuation instructions as a fixed-point problem. Proceedings of the Swiss Transport Research Conference (STRC) May 11 to 13, 2011.
• Kumar, P., and Bierlaire, M. (2011). Multi-Objective Airport Gate Assignment Problem. Proceedings of the Swiss Transport Research Conference (STRC) 11-13 May 2011, 2011.
• Umang, N., Bierlaire, M., and Vacca, I. (2011). The Berth Allocation Problem in Bulk Ports. Proceedings of the 11th Swiss Transport Research Conference (STRC) May 11-13, 2011.
• Hurtubia, R., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2010). Estimation techniques for MEV models with sampling of alternatives. Proceedings of the European Transport Conference October 11 - 13, 2010.
• Hurtubia, R., Martinez, F., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2010). Comparative analysis of hedonic rents and maximum bids in a land-use simulation context. Proceedings of the 10th Swiss Transport Research Conference September 1 - 3, 2010, 2010.
• Robin, T., Bierlaire, M., and Cruz, J. (2010). Travellers well-being measuring and dynamic facial expression recognition. Proceedings of the World Conference on Transport Research July 11-15, 2010.
• Osorio, C., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2010). A differentiable dynamic network loading model that yields queue length distributions and accounts for spillback. Proceedings of the International Symposium on Dynamic Traffic Assignment (DTA) July 29-31, 2010.
• Bierlaire, M., Ben-Elia, E., and Ettema, D. (2010). A behavioral departure time choice model with latent arrival time preference and rewards for peak-hour avoidance. Proceedings of the European Transport Conference (ETC) Octover 6-8, 2010, 2010.
• Fetiarison, M., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2010). Evaluation of pedestrian data collection methods within a simulation framework. Proceedings of the European Transport Conference (ETC) October 11 - 13, 2010.
• Osorio, C., and Bierlaire, M. (2010). Urban traffic control for congested networks: a novel metamodel simulation optimization approach. Proceedings of the Pan-American Conference of Traffic and Transportation Engineering and Logistics (PANAM) July 15-18, 2010.
• Atasoy, B., Glerum, A., Hurtubia, R., and Bierlaire, M. (2010). Demand for public transport services: Integrating qualitative and quantitative methods. Proceedings of the 10th Swiss Transport Research Conference (STRC) September 1 - 3, 2010, 2010.
• Bierlaire, M., and Fl&ouml;tter&ouml;d, G. (2010). Metropolis-Hastings sampling of alternatives for route choice models. Proceedings of the Swiss Transport Research Conference (STRC) September 1-3, 2010.
• Fetiarison, M., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2010). Evaluation of pedestrian data collection methods within a simulation framework. Proceedings of the 10th Swiss Transport Research Conference (STRC) September 1-3, 2010.
• Kumar, P., Bierlaire, M., and Gallay, O. (2010). Generalized Algorithms for Crew Planning: Survey and Future Directions for Railways. Proceedings of the 10th Swiss Transport Research Conference (STRC) September 1-3, 2010, 2010.
• Vacca, I., Salani, M., and Bierlaire, M. (2010). Optimization of operations in container terminals: hierarchical vs integrated approaches. Proceedings of the 10th Swiss Transport Research Conference (STRC) September 1-3, 2010.
• Bierlaire, M., Chen, J., and Newman, J. P (2010). Using location observations to observe routing for choice models. Proceedings of the 89th Transportation Research Board Annual Meeting (TRB) January 10-14, 2010.
• Bierlaire, M., Hurtubia, R., and Fl&ouml;tter&ouml;d, G. (2010). An analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Proceedings of the Transportation Research Board 2010 Annual Meeting (TRB 2010) January 10-14, 2010.
• Osorio, C., and Bierlaire, M. (2010). A simulation-based optimization approach to perform urban traffic control. Proceedings of the Triennial Symposium on Transportation Analysis (TRISTAN VII) June 20-25, 2010.
• Osorio, C., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2010). A differentiable dynamic network loading model that yields queue length distributions and accounts for spillback. Proceedings of the Triennial Symposium on Transportation Analysis (TRISTAN VII) June 20-25, 2010.
• Osorio, C., and Bierlaire, M. (2010). A simulation-based optimization framework for urban traffic congestion management. Proceedings of the World Conference on Transport Research (WCTR) July 11-15, 2010.
• Hurtubia, R., Atasoy, B., Glerum, A., Curchod, A., and Bierlaire, M. (2010). Considering latent attitudes in mode choice: The case of Switzerland. Proceedings of the World Conference on Transport Research (WCTR 2010) July 11-15, 2010.
• Bierlaire, M., Hurtubia, R., and Fl&ouml;tter&ouml;d, G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit Model. Proceedings of the 4th Kuhmo-Nectar Conference July 2 - 3, 2009.
• Osorio, C., and Bierlaire, M. (2009). A metamodel approach for simulation optimization of congested urban road networks. Proceedings of the 6th Computational Management Science Conference (CMS) May 1-3, 2009.
• Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2009). Improved estimation of travel demand from traffic counts by a new linearization of the network loading map. Proceedings of the European Transport Conference (ETC) October 5-7, 2009.
• Hurtubia, R., Fl&ouml;tter&ouml;d, G., and Bierlaire, M. (2009). Inferring the activities of smartphone users from context measurements using Bayesian inference and random utility models. Proceedings of the European Transport Conference (ETC) October 5 - 7, 2009.
• Newman, J. P, Chen, J., and Bierlaire, M. (2009). Generating probabilistic path observation from GPS data for route choice modeling. Proceedings of the European Transport Conference (ETC) 5-7 October 2009, 2009.
• Osorio, C., and Bierlaire, M. (2009). A multi-model algorithm for the optimization of congested networks. Proceedings of the European Transport Conference (ETC) 5-7 October 2009, 2009.
• Chen, J., Newman, J. P, and Bierlaire, M. (2009). Modeling Route Choice Behavior From Smart-phone GPS data. Proceedings of the The 12th International Conference on Travel Behaviour Research (IATBR) December 13-18, 2009, 2009.
• Bierlaire, M., and Fetiarison, M. (2009). Estimation of discrete choice models: extending BIOGEME. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009.
• Bierlaire, M., Hurtubia, R., and Fl&ouml;tter&ouml;d, G. (2009). A comparative analysis of implicit and explicit methods to model choice set generation. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009.
• Bierlaire, M., Newman, J. P, and Chen, J. (2009). A method of probabilistic map distribution of path likelihood. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009.
• Osorio, C., and Bierlaire, M. (2009). A simulation optimization framework for the management of congested urban road networks. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9-11, 2009.
• Robin, T., Bierlaire, M., and Cruz, J. (2009). Dynamic facial expression recognition using a behavioural model. Proceedings of the the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009, 2009.
• Alahi, A., Vandergheynst, P., Bierlaire, M., and Kunt, M. (2008). Object Detection and Matching in a Mixed Network of Fixed and Mobile Cameras. Proceedings of the ACM International Conference on Multimedia October 31, 2008, 2008.
• Alahi, A., Marimon, D., Bierlaire, M., and Kunt, M. (2008). A Master-Slave Approach for Object Detection and Matching with Fixed and Mobile Cameras. Proceedings of the 15th IEEE International Conference on Image Processing October 12-15, 2008, 2008.
• Osorio, C., and Bierlaire, M. (2008). A queueing network approach to the traffic signal optimization of the Lausanne city center. Proceedings of the Latin-Ibero-American Conference on Operations Research (CLAIO) September 9-12, 2008.
• Alahi, A., Bierlaire, M., and Kunt, M. (2008). Object Detection and Matching with Mobile Cameras Collaborating with Fixed Cameras. Proceedings of the European Conference on Computer Vision (ECCV) October 18, 2008, 2008.
• Abou-Zeid, M., Ben-Akiva, M., and Bierlaire, M. (2008). Happiness and travel behavior modification. Proceedings of the European Transport Conference (ETC) October 6-8, 2008, 2008.
• Osorio, C., and Bierlaire, M. (2008). Network performance optimization using a queueing network model. Proceedings of the European Transport Conference (ETC) October 6-8, 2008.
• Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2008). Specification, estimation and validation of a pedestrian walking behaviour model. Proceedings of the European Transportation Research Conference (ETC) October 6-8, 2008.
• Sorci, M., Antonini, G., Cerretani, B., Cruz, J., Robin, T., Bierlaire, M., and Thiran, J. (2008). Modelling human perception of static facial expressions. Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG2008) September 17-19, 2008.
• Osorio, C., and Bierlaire, M. (2008). Signal control optimization with a queueing network model capturing congestion. Proceedings of the Pan-American Conference on Traffic and Transportation Engineering (PANAM) September 14-17, 2008.
• Eggenberg, N., Salani, M., and Bierlaire, M. (2008). Optimization of Uncertainty Features for Transportation Problems. Proceedings of the Swiss Transportation Research Conference (STRC) October 15-17, 2008.
• Osorio, C., and Bierlaire, M. (2008). A multiple model approach for traffic signal optimization in the city of Lausanne. Proceedings of the Swiss Transport Research Conference (STRC) October 15-17, 2008.
• Vacca, I., Salani, M., and Bierlaire, M. (2008). Two-stage column generation and applications in container terminal management. Proceedings of the 8th Swiss Transport Research Conference (STRC) October 15-17, 2008.
• Fosgerau, M., and Bierlaire, M. (2007). Discrete choice models with multiplicative error terms. Proceedings of the European Transport Conference (ETC) October 17-19, 2007, 2007.
• Bierlaire, M., Th&eacute;mans, M., and Zufferey, N. (2007). Nonlinear global optimization relevant to discrete choice models estimation. Proceedings of the 7th Swiss Transport Research Conference (STRC) 12-14 September 2007, 2007.
• Eggenberg, N., Salani, M., and Bierlaire, M. (2007). Robust Optimization with Recovery: Application to Shortest Paths and Airline Scheduling. Proceedings of the Swiss Transport Research Conference (STRC) September 12-14, 2007.
• Frejinger, E., and Bierlaire, M. (2007). Random Sampling of Alternatives for Route Choice Modeling. Proceedings of the Swiss Transport Research Conference (STRC) September 12-14, 2007.
• Leyvraz, J., Bierlaire, M., and Paulus, P. (2007). Tools to evaluate future actions on the traffic in Lausanne. Proceedings of the 7th Swiss Transport Research Conference (STRC) September 12-14.2007, 2007.
• Osorio, C., and Bierlaire, M. (2007). Describing network congestion and blocking with an analytic queueing network model. Proceedings of the Swiss Transport Research Conference (STRC) September 12-14, 2007.
• Patterson, Z., and Bierlaire, M. (2007). An UrbanSim Model of Brussels in a Short Timeline. Proceedings of the Swiss Transport Research Conference (STRC) 12-14 September, 2007.
• Vacca, I., Bierlaire, M., and Salani, M. (2007). Optimization at Container Terminals: Status, Trends and Perspectives. Proceedings of the Swiss Transport Research Conference (STRC) September 12-14, 2007.
• Bierlaire, M., Eggenberg, N., and Salani, M. (2007). Column generation methods for disrupted airline schedules. Proceedings of the Proceedings of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN) June 10-15, 2007.
• Bierlaire, M., Th&eacute;mans, M., and Zufferey, N. (2007). A heuristic for nonlinear global optimization relevant to discrete choice models estimation. Proceedings of the of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN) (TRISTAN) June 10-15, 2007.
• Frejinger, E., and Bierlaire, M. (2007). Stochastic Path Generation Algorithm for Route Choice Models. Proceedings of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN) June 10-15, 2007.
• Osorio, C., and Bierlaire, M. (2007). An Analytic Finite Capacity Queueing Network Model Capturing Congestion and Spillbacks. Proceedings of the Proceedings of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN) June 10-15, 2007.
• Spassov, I., Bierlaire, M., and Merminod, B. (2006). Map-matching for pedestrians via Bayesian inference. Proceedings of the European Navigation Conference (ENC) May 7-10, 2006, 2006.
• Bierlaire, M., Frejinger, E., and Stojanovic, J. (2006). A latent route choice model in Switzerland. Proceedings of the European Transport Conference (ETC) September 18-20, 2006.
• Frejinger, E., and Bierlaire, M. (2006). Capturing correlation with subnetworks in route choice models. Proceedings of the 11th International Conference on Travel Behaviour Research (IATBR) August 16-20, 2006.
• Spassov, I., Bierlaire, M., and Merminod, B. (2006). Bayesian Inference for Autonomous Personal Localisation Indoors. Proceedings of the International Symposium of Transport Simulation (ISTS) September 4-6, 2006.
• Antonini, G., and Bierlaire, M. (2006). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Proceedings of the 6th Swiss Transport Research Conference (STRC) March 15-17, 2006.
• Fosgerau, M., and Bierlaire, M. (2006). A practical test for the choice of mixing distribution in discrete choice models. Proceedings of the Swiss Transport Research Conference (STRC) March, 15-17, 2006.
• Frejinger, E., and Bierlaire, M. (2006). Capturing Correlation in Route Choice Models using Subnetworks. Proceedings of the Swiss Transport Research Conference (STRC) March 15-17, 2006.
• Hess, S., Polak, J., and Bierlaire, M. (2006). Confounding between substitution patterns and random taste heterogeneity. Proceedings of the 6th Swiss Transport Research Conference (STRC) March 15-17, 2006.
• Hess, S., Bierlaire, M., and Polak, J. (2006). Discrete mixture Models. Proceedings of the Swiss Transport Research Conference (STRC) March 15-17, 2006.
• Spassov, I., Bierlaire, M., and Merminod, B. (2006). Bayesian Approach for Indoor Pedestrian Localisation. Proceedings of the Swiss Transport Research Conference (STRC) March 15-17, 2006.
• Th&eacute;mans, M., and Bierlaire, M. (2006). Solving singularity issues in the estimation of econometric models. Proceedings of the Swiss Transport Research Conference (STRC) March, 15-17, 2006.
• Abbe, E., Bierlaire, M., and Toledo, T. (2005). Normalization and correlation of cross-nested logit models. Proceedings of the European Transport Conference (ETC) October 3-5, 2005.
• Bierlaire, M., and Th&eacute;mans, M. (2005). Algorithmic developments for the estimate of advanced discrete choice models. Proceedings of the 5th Swiss Transportation Research Conference (STRC) March 09-13, 2005.
• Bierlaire, M., and Frejinger, E. (2005). Route choice models with subpath components. Proceedings of the Swiss Transportation Research Conference (STRC) March, 09-13, 2005.
• Bierlaire, M., and Th&eacute;mans, M. (2005). Development of Swiss models for transportation demand prediction in response to real-time traffic information. Proceedings of the Swiss Transport Research Conference (STRC) March, 09-11, 2005.
• Hess, S., Bierlaire, M., and Polak, J. (2005). Mixed GEV modelling of mode-choice. Proceedings of the Swiss Transportation Research Conference (STRC) March, 09-13, 2005.
• Hess, S., Bierlaire, M., and Polak, J. (2005). Interpretation of counter-intuitively signed value of travel-time saving estimates. Proceedings of the Swiss Transport Research Conference (STRC) March, 09-11, 2005.
• Hess, S., Bierlaire, M., and Polak, J. (2005). Discrete mixtures of GEV models. Proceedings of the Swiss Transport Research Conference (STRC) March, 09-11, 2005.
• Hess, S., Bierlaire, M., and Polak, J. (2005). Capturing taste heterogeneity and correlation structure with mixed GEV models. Proceedings of the 8th Annual Meeting of the Transportation Research Board (TRB) January, 9-13, 2005.
• Hess, S., Bierlaire, M., and Polak, J. (2005). Estimation of value of travel-time saving using mixed logit models. Proceedings of the 84th annual Meeting of the Transportation Research Board (TRB) January, 09-13, 2005.
• Antonini, G., Venegas, S., Thiran, J., and Bierlaire, M. (2004). A discrete choice pedestrian behavior model for pedestrian detection in visual tracking systems. Proceedings of the Advanced Concepts for Intelligent Vision Systems (ACIVS) August 31 - Sept. 03, 2004.
• Axhausen, K., Koenig, A., Abay, G., Bates, J., and Bierlaire, M. (2004). Swiss value of travel Time Savings. Proceedings of the European Transport Conference (ETC) October 04-06, 2004.
• Hess, S., Bierlaire, M., and Polak, J. (2004). Development and application of a mixed cross-nested logit model. Proceedings of the XXIth European Transport Conference (ETC) October, 04-06, 2004.
• Venegas, S., Antonini, G., Thiran, J., and Bierlaire, M. (2004). Bayesian Integration of a discrete Choice Pedestrian Behavioral Model and Image Correlation Techniques for Automatic Multi Object Tracking. Proceedings of the International Conference on Image Processing (IEEE) October, 24-27, 2004.
• Antonini, G., Bierlaire, M., and Weber, M. (2004). Simulation of Pedestrian Behaviour using a Discrete Choice Model Calibrated on Actual Motion Data. Proceedings of the Swiss Transport Research Conference (STRC) March 24-26, 2004.
• Hess, S., Polak, J., and Bierlaire, M. (2004). Development of a mixed cross-nested logit model with an application to mode choice modelling. Proceedings of the 10th triennial World Conference on Transportation Research (WCTR) July, 04-08, 2004.
• Bierlaire, M. (2003). BIOGEME: a free package for the estimation of discrete choice models. Proceedings of the Swiss Transport Research Conference (STRC) March, 19-21, 2003.
• Crittin, F., and Bierlaire, M. (2003). Solving the anticipatory route guidance generation problem using a generalization of secant methods. Proceedings of the Swiss Transport Research Conference (STRC) March, 19-21, 2003.
• Crittin, F., and Bierlaire, M. (2003). A generalization of secant methods for solving nonlinear systems of equations. Proceedings of the Swiss Transport Research Conference (STRC) March, 19-21, 2003.
• Spada, M., Bierlaire, M., and Liebling, T. M. (2003). Decision-aid Methodology for the School Bus Routing and Scheduling Problem. Proceedings of the Swiss Transport Research Conference (STRC) March, 19-21, 2003.
• Bierlaire, M., and Crittin, F. (2002). LSQR algorithm for real-time OD estimation and prediction. Proceedings of the 1st Greek Transportation Research Conference February, 21-22, 2002.
• Bierlaire, M. (2002). The Network GEV model. Proceedings of the Swiss Transport Research Conference (STRC) March, 20-22, 2002.
• Crittin, F., and Bierlaire, M. (2002). An efficient algorithm for real-time estimation and prediction of dynamic OD table. Proceedings of the Swiss Transport Research Conference (STRC) March, 20-22, 2002.
• Torday, A., Bierlaire, M., and Baumann, D. (2002). PAPABILES: Simulation-based evaluation of the impact of telematics in the Lausanne area: a pilot study. Phase 2: Third lane and ramp metering. Proceedings of the Swiss Transport Research Conference (STRC) March, 20-22, 2002.
• Bierlaire, M., Axhausen, K., and Abay, G. (2001). The acceptance of modal innovation: The case of Swissmetro. Proceedings of the Swiss Transport Research Conference (STRC) March, 01-03, 2001.
• Bierlaire, M. (2001). A general formulation of the cross-nested logit model. Proceedings of the Swiss Transport Research Conference (STRC) March, 01-03, 2001.
• Crittin, F., and Bierlaire, M. (2001). New Algorithmic Approaches for the Anticipatory Route Guidance Generation Problem. Proceedings of the Swiss Transport Research Conference (STRC) March, 01-03, 2001.
• Torday, A., and Bierlaire, M. (2001). PAPABILES: Projet Autoroutier Pilote Aubonne-Belmont pour une Initiative Lausannoise d'évaluation par Simulation. Proceedings of the Swiss Transport Research Conference (STRC) March, 01-03, 2001.
• Ben-Akiva, M., Bierlaire, M., Burton, D., Koutsopoulos, H. N., and Mishalani, R. (2000). Simulated-based tools for dynamic traffic assignment: DynaMIT and applications. Proceedings of the ITS America 10th annual Meeting May, 01-04, 2000.
• Liebling, T. M., Bierlaire, M., Crittin, F., Righetti, F., and Stagno, A. (2000). Modeling and Simulation in Logistics. Proceedings of the IML - Module M7 (IML) April, 10-14, 2000.
• Ben-Akiva, M., Bierlaire, M., Koutsopoulos, H. N., and Mishalani, R. (1998). DynaMIT: a simulation-based system for traffic prediction. Proceedings of the DACCORD Short-term forecasting workshop (DACCORD) February, 1998.
• Antoniou, C., Ben-Akiva, M., Bierlaire, M., and Mishalani, R. (1997). Demand simulation for dynamic traffic assignment. Proceedings of the 8th IFAC Symposium on Transportation Systems (IFAC) June, 16-18, 1997.
• Ben-Akiva, M., Bierlaire, M., Bottom, J., Koutsopoulos, H. N., and Mishalani, R. (1997). Development of a route guidance generation system for real-time application. Proceedings of the 8th IFAC Symposium on Transportation Systems (IFAC) June, 16-18, 1997.
• Ashok, K., Ben-Akiva, M., Bierlaire, M., Chachich, A., Hotz, A., Koutsopoulos, H. N., Mishalani, R., and Yang, Q. (1997). Tools for design and operations of dynamic traffic management systems. Proceedings of the 3rd Annual World Congress on Intelligent Transport Systems (WCITS) October, 1997.

Technical reports

• Haering, T., Legault, R., Torres, F., and Bierlaire, M. (2024). Heuristics and Exact Algorithms for Choice-Based Capacitated and Uncapacitated Continuous Pricing. Technical report TRANSP-OR 240905. Transport and Mobility Laboratory, ENAC, EPFL.
• 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. (2024). Arithmetic expressions in Biogeme. Technical report 240805. Transport and Mobility Laboratory, ENAC, EPFL.
• Bierlaire, M., and Wang, M. (2024). The MDCEV model with Biogeme: estimation and forecasting. Technical report 240721. Transport and Mobility Laboratory, ENAC, EPFL.
• Cortes Balcells, C., Torres, F., Krueger, R., and Bierlaire, M. (2024). Modeling the Influence of Restriction Policies and Perceived Risk due to COVID-19 on Daily Activity Scheduling. Technical report 240703. Transport and Mobility Laboratory, ENAC, EPFL.
• Rezvany, N., Hillel, T., and Bierlaire, M. (2024). Household-level choice-set generation and parameter estimation in activity-based models. Technical report . 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.
• 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 230905. 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.
• 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.
• H&auml;nseler, 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.
• H&auml;nseler, 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 Fl&ouml;tter&ouml;d, 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.
• H&auml;nseler, 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.
• H&auml;nseler, 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 Mar&eacute;chal, 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.
• H&auml;nseler, F., Bierlaire, M., Farooq, B., and M&uuml;hlematter, 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.
• H&auml;nseler, F., Molyneaux, N., Th&eacute;mans, 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 Fl&ouml;tter&ouml;d, 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.
• H&auml;nseler, F., Sahaleh, S., Farooq, B., Lavadinho, S., Th&eacute;mans, 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., Th&eacute;mans, 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.
• Fl&ouml;tter&ouml;d, 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.
• Fl&ouml;tter&ouml;d, 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., Fl&ouml;tter&ouml;d, 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.
• Fl&ouml;tter&ouml;d, 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 Fl&ouml;tter&ouml;d, 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.
• Fl&ouml;tter&ouml;d, 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., Th&eacute;mans, 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 Th&eacute;mans, 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.
• Bierlaire, M., Th&eacute;mans, M., and Axhausen, K. (2006). Analysis of driver's response to real-time information in Switzerland. Technical report GR-BIE-REPORT-2006-002.
• Frejinger, E., and Bierlaire, M. (2006). Capturing correlation in large-scale route choice models. Technical report GR-BIE-REPORT-2006-002.
• Bierlaire, M., Crittin, F., and Th&eacute;mans, M. (2006). A multi-iterate method to solve systems of nonlinear equations. Technical report GR-BIE-REPORT-2006-001.
• 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.
• Antonini, G., and Bierlaire, M. (2005). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Technical report GR-BIE-REPORT-2005-001.
• Oeuvray, R., and Bierlaire, M. (2004). Performance evaluation of BOOSTERS. Technical report RO-2004.1207.
• Antonini, G., Bierlaire, M., and Weber, M. (2004). Discrete choice models of pedestrian behavior. Technical report RO-040916.
• Hess, S., Bierlaire, M., and Polak, J. (2004). Estimation of value-of-time using Mixed Logit models. Technical report RO-040528.
• Bierlaire, M. (2004). Estimation et prédiction en temps-réel de tables origine-destination. Technical report RO-040504.
• Bierlaire, M., and Crittin, F. (2004). A class of multi-iterate methods to solve systems of nonlinear equations. Technical report RO-040319.
• Oeuvray, R., and Bierlaire, M. (2004). BOOSTERS: A Derivative-Free Algorithm Based on Radial Basis Functions. Technical report RO 2004.1124.
• Oeuvray, R., and Bierlaire, M. (2004). A New Derivative-free Algorithm for the Medical Image Registration Problem. Technical report RO 2004.0731.
• Divorra Escoda, O., Vandergheynst, P., and Bierlaire, M. (2004). Video Representation Using Greedy Approximations Over Redundant Parametric Dictionaries. Technical report RO 2004 0919.
• 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.
• 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.
• Bierlaire, M., Th&eacute;mans, 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.
• Daly, A., and Bierlaire, M. (2003). A general and operational representation of GEV models. Technical report RO-030502.
• Bierlaire, M., and Crittin, F. (2003). Solving large scale systems of nonlinear equations. Technical report RO 2003.08.04.
• 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.
• Bierlaire, M., and Crittin, F. (2002). A generalization of secant methods for solving nonlinear systems of equations. Technical report RO 2002.0120.
• Bierlaire, M., Torday, A., and Baumann, D. (2002). PAPABILES; Phase II: 3ème voie et contrôle d'accès. Technical report RO 2002.0101.
• 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.
• 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.
• Bierlaire, M., and Crittin, F. (2001). An efficient algorithm for real-time estimation and prediction of dynamic OD tables. Technical report RO 2001.0808.
• 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 .
• 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 .
• Liebling, T. M., Bierlaire, M., Crittin, F., H&ecirc;che, J., Thi&eacute;mard, E., Stagno, A., and Righetti, F. (2000). Modeling and simulation in logistics. Technical report RO 2000.0831.
• Bierlaire, M. (2000). The Total Demand Scale: A new measure of quality for statistic and dynamic origin-destination. Technical report RO 2000.0601.
• 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.
• Bierlaire, M., Mishalani, R., and Ben-Akiva, M. (2000). General framework for Dynamic Demand Simulation. Technical report RO 2000.0223.
• Bierlaire, M., and Crittin, F. (1999). Optimisation de grande taille sans dérivée: Etat de l'art et perspectives. Technical report RO 99.04.14.
• 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.
• Bierlaire, M. (1999). ANEGEV: Analysis and Estimation of Generalized Extreme Value Models. Technical report RO 1999.0915.
• 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.

Seminars

• Kukic, M., and Bierlaire, M., Synthetic populations and activity-based models: a dynamic perspective. Activity Based Model Symposium, TU Munich, December 12, 2024, Raitenhaslach, Germany
• Rezvany, N., and Bierlaire, M., Activity-based models: an optimization approach. Seminar of the Department of Mechanical Engineering, TU Delft, November 13, 2024, The Netherlands
• Rezvany, N., and Bierlaire, M., Activity-based models: recent developments in travel demand modeling. SBB Research Comittee, Swiss Federal Railways, November 01, 2024, Bern, Switzerland
• Rezvany, N., and Bierlaire, M., Activity-based models: recent developments in travel demand modeling. International Symposium on Intelligent Technology for Future Transportation, October 19, 2024, Helsinki, Finland (Keynote presentation)
• Bierlaire, M., Irrational Behavior and Optimization. Seminar of the Department of Mechanical Engineering, TU Delft, October 16, 2024, The Netherlands
• Bierlaire, M., Combining behavioral models and optimization to assess climate change actions. Action Inaction Climate Change Symposium, June 13, 2024, Munster, France
• Bierlaire, M., Transport et mobilité : l'importance de la recherche. Séminaire d’introduction de l’ETH Zurich pour les parlementaires fédérales / fédéraux nouvellement élues / élus 2024, ETH Zurich, February 08, 2024, Konolfingen, Switzerland
• Bierlaire, M., Solving a pricing problem under irrational behavior. Seminar of the Canada Excellence Research Chair in Data Science for Real-Time Decision-Making, Polytechnique Montréal, July 18, 2023, Montréal, Canada
• Haering, T., Ljubic, I., and Bierlaire, M., A Spatial Branch and Benders Decomposition Algorithm for Continuous Pricing with Advanced Discrete Choice Demand Modeling. Network Optimization Workshop, CIRRELT, Montréal, June 29, 2023, La Spezia, Italy
• Bierlaire, M., New features in Biogeme. 15th workshop on Discrete Choice Models, Ecole Polytechnique Fédérale de Lausanne, June 02, 2023, Lausanne, Switzerland
• Bierlaire, M., Mathematical Modeling of Irrational Behavior: towards a linear formulation. Seminar of the Department of Information Systems, Decision Sciences and Statistics, ESSEC, May 16, 2023, Paris, France
• Bierlaire, M., Optimization and Discrete Choice Models. Distinguished Seminar Series, Koc University, April 25, 2023, Istanbul, Turkey
• Pougala, J., Rezvany, N., and Bierlaire, M., Modeling intra-household interactions and in-home activities in activity-based models. Seminar of the Department of Technology, Management and Economics, Technical University of Denmark (DTU), February 24, 2023, Lyngby, Denmark
• Pougala, J., Rezvany, N., and Bierlaire, M., Disaggregate activity scheduling models . Seminar of the Industrial Process and Energy Systems Engineering group, EPFL, February 24, 2023, Sion
• Bierlaire, M., Mathematical modeling of human behavior: application to mobility . Modèles et algorithmes: du discret au continu, Bézout Labex, June 14, 2022, Marne-la-Vallée, France
• Pougala, J., Hillel, T., and Bierlaire, M., Activity-based models: an optimization approach. hEART 2022: 10th Symposium of the European Association for Research in Transportation, June 02, 2022, Leuven, Belgium
• Bierlaire, M., Disaggregate demand models and optimization: challenges and research avenues. Engineering Seminar Series, New York University, October 24, 2021, Abu Dhabi, UAE
• Ortelli, N., and Bierlaire, M., Assisted specification of discrete choice models. Traffic seminar series, New York University, October 24, 2021, Abu Dhabi, UAE
• Bierlaire, M., Disaggregate Demand Models and Optimization. Seminar of the Manufacturing Sciences and Logistics Department, Ecole des Mines de Saint-Etienne, October 07, 2021, Carry-le-Rouet
• Bierlaire, M., Human behavior and optimization. Seminar of the Department of Control and Computer Engineering, Politecnico di Torino, September 21, 2021, Torino, Italy
• Pougala, J., Hillel, T., and Bierlaire, M., Reconstructing daily schedules of individuals: a utility maximization approach. Lunch Seminar in Economics, Department of Economics and Management, University of Luxembourg , May 05, 2021, Luxembourg (Online)
• Pougala, J., Hillel, T., and Bierlaire, M., Activity-based models: an optimization perspective. Applied Urban Modelling Symposium 2020, The Martin Centre for Architectural and Urban Studies, University of Cambridge, November 23, 2020, Cambridge, UK
• Pougala, J., Hillel, T., and Bierlaire, M., Scheduling of daily activities: an optimization approach. The 5th NYUAD Transportation Symposium, NYUAD Research Center for Interacting Urban Networks, November 25, 2019, Abu Dhabi, UAE
• Bierlaire, M., Discrete choice and machine learning: Thomson and Thompson?. Seminar of the Choice Modelling Center, University of Leeds, June 11, 2019, United Kingdom
• Bierlaire, M., Incorporating behavioral model into transport optimization. Incorporating Behavioural Science into Transport Modelling for Facing Future Challenges of Vehicle Automation, TU Delft, December 03, 2018, Delft, The Netherlands
• Bierlaire, M., Molyneaux, N., Scarinci, R., and Oyama, Y., Smart transfers through unravelling urban form and travel flow dynamics. The 4th NYUAD Transportation Symposium, New-York University, November 19, 2018, Abu Dhabi
• Bierlaire, M., Discrete choice and machine learning: two peas in a pod?. Mathematics Applied in Transport and Traffic Systems, Delft University of Technology, October 17, 2018, Delft, The Netherlands (Plenary)
• Bierlaire, M., From moving vehicles to moving people: mobility as a service. Workshop: Future of Public Transport, Erasmus Universiteit, April 09, 2018, Rotterdam, The Netherlands
• Farooq, B., and Bierlaire, M., Simulation-based population synthesis using Gibbs sampling. Conference on synthetic population, Swiss Federal Office for Spatial Development , December 08, 2017, Bern, Switzerland
• Bierlaire, M., and Lurkin, V., Introduction to Disaggregate Demand Models. INFORMS Annual Meeting Houston, Institute for Operations Research and the Management Sciences, October 23, 2017, Houston, Tx (Invited tutorial)
• Bierlaire, M., Calculating indicators with Biogeme. Choice Modelling in Environmental Research: Challenges, Applications and New Trends, Centre for Development and Environment, September 25, 2017, University of Bern, Switzerland
• Bierlaire, M., Mathematical models of behavior for the prediction of demand in transportation and energy. Seminar of the Distributed Electrical Systems Laboratory, Ecole Polytechnique Fédérale de Lausanne, July 11, 2017, Lausanne, Switzerland
• Bierlaire, M., and Pacheco, M., From Complex Travel Behaviour to Optimization: the Methodological Challenges. Transport Seminar Series, School of Civil Engineering and Geosciences, Newcastle University, March 22, 2017, Newcastle upon Tyne
• Bierlaire, M., Introduction to choice modeling. Invited lecture, GuangDong University of Technology , January 06, 2017, Guangzhou, China
• Bierlaire, M., and Pacheco, M., Using disaggregate demand models in operations research. Invited seminar, GuangDong University of Technology , January 05, 2017, Guangzhou, China
• Bierlaire, M., Dynamic choice models with panel data. Invited lecture, Department of Civil and Environmental Engineering The Hong Kong Polytechnic University, January 03, 2017, Hong Kong
• Bierlaire, M., Demand forecasting with discrete choice models. Invited lecture, Department of Civil and Environmental Engineering The Hong Kong Polytechnic University, January 03, 2017, Hong Kong
• Bierlaire, M., and Pacheco, M., Integrating advanced discrete choice models into (mixed) integer linear optimization. Invited seminar, Department of Civil and Environmental Engineering The Hong Kong Polytechnic University, January 03, 2017, Hong Kong
• Bierlaire, M., Nikolic, M., and Scarinci, R., Pedestrians: the new kings of smart cities. The 2nd NYUAD Transportation Symposium, NYU Abu Dhabi, November 20, 2016, Abu Dhabi, UAE
• Bierlaire, M., Incorporating advanced behavioral models in integer optimization. Random Regret Models Symposium, TU Delft, September 13, 2016, The Netherlands
• Bierlaire, M., User-centric flexible transportation systems. 16th COTA conference International Conference of Transportation Professionals, July 08, 2016, Shanghai, China (Plenary talk)
• Bierlaire, M., and Sharif Azadeh, S., Discrete choice models and operations research: a difficult combination. 9th Triennial Symposium on Transportation Analysis , TRISTAN, June 16, 2016, Oranjestad, Aruba (Plenary lecture)
• Bierlaire, M., Discrete choice and discrete optimization: a continuous quest for integration. Seminar on Advances on Discrete Choice models In the honor of Daniel McFadden, Université de Cergy-Pontoise, December 18, 2015, Cergy-Pontoise, France
• Bierlaire, M., The behavioral dimension of optimization. Seminar of Numerical Analysis, Institute of Computational Science and Engineering, EPFL, December 16, 2015, Lausanne, Switzerland
• Bierlaire, M., Demand and supply optimization. New Directions in Mathematical Approaches for Traffic Flow Management: Decision Support for Traffic, Institute for Pure and Applied Mathematics, UCLA, November 16, 2015, Los Angeles
• Bierlaire, M., and Sharif Azadeh, S., Incorporating advanced behavioral models in integer optimization. CIRRELT Seminar, Interuniversity Research Center om Enterprise Networks, Logistics and Transportation, August 26, 2015, Montréal, Canada
• Bierlaire, M., Binder, S., Maknoon, Y., and Robenek, T., Passenger-centric railway operations. Network Optimization Workshop, May 19, 2015, La Rochelle, France
• Bierlaire, M., Binder, S., Maknoon, Y., and Robenek, T., Demand-based scheduling. Seminar of the Dpt of Economics and Management, University of Brescia, April 10, 2015, Italy
• Bierlaire, M., Nikolic, M., H&auml;nseler, F., Danalet, A., and Scarinci, R., Modeling opportunities from modern pedestrian data. TRAIL Master Class on Urban Mobility Laboratory, TU Delft, November 18, 2014, Deflt, The Netherlands
• Bierlaire, M., Simulation and optimization in transportation: an overview. Séminaire de la chaire CN en intermodalité des transports, CIRRELT, November 06, 2014, Montréal, Canada
• Bierlaire, M., Route choice models: bringing behavioral aspects into shortest path. Graphs and Decisions, October 27, 2014, University of Luxembourg
• Lai, X., and Bierlaire, M., Specification of the cross nested logit model with sampling of alternatives for route choice models. International workshop on current topics in choice modelling, University of Leeds, June 26, 2014, Leeds, UK
• Bierlaire, M., Danalet, A., H&auml;nseler, F., and Nikolic, M., Recent trends in pedestrian modeling at EPFL. Congreso Chileno de Ingeniería de Transporte, Instituto Sistemas Complejos de Ingeniería, October 23, 2013, Santiago, Chile
• Bierlaire, M., Modeling behavior to support economical decisions. Modelling Expert Network Workshop, Nestle, September 02, 2013, Konolfingen, Switzerland
• Bierlaire, M., Mixtures and latent variables in discrete choice models: an introduction. International Symposium on Transportation and Traffic Theory, July 16, 2013, Delft, The Netherlands (Tutorial)
• Bierlaire, M., Atasoy, B., Salani, M., and Leonardi, C., Impact analysis of a exible air transportation system: Clip-Air. Network Optimization Workshop, June 27, 2013, Syracuse, Italy
• Bierlaire, M., and Umang, N., Berth Allocation Problem in Real Time. TRISTAN VIII, June 13, 2013, San Pedro De Atacama, Chile
• Bierlaire, M., Farooq, B., Hurtubia, R., and Fl&ouml;tter&ouml;d, G., Simulation based Population Synthesis. Transportation@MIT Seminar Series, Massachusetts Institute of Technology, February 22, 2013, Cambridge, MA
• Bierlaire, M., Introduction to disaggregate demand models. Dinalog Winterschool 2013, Dutch Institute for Advanced Logistics (Dinalog), January 29, 2013, Breda, The Netherlands
• Chen, J., and Bierlaire, M., Probabilistic multimodal map-matching with rich smartphone data. 13th International Conference on Travel Behavior Research, July 16, 2012, Toronto, Canada
• Bierlaire, M., Boyaci, B., Kumar, P., and Binder, S., Cost Optimization for the Capacitated Railroad Blocking and Train Design Problem. 5th International Workshop on Freight Transportation and Logistics, May 21, 2012, Mykonos, Greece
• Bierlaire, M., Glerum, A., Atasoy, B., and Th&eacute;mans, M., Integrating Latent Concepts in Demand Models . Seminar of the Department of Applied Economics, University of the Basque Country, November 25, 2011, Bilbao, Spain
• Bierlaire, M., Modeling and Simulation of Human Choices: from Utility Theory to Applications. Symposium on "Enhance or Replace: Finding the Right Live vs. Synthetic Balance", North Atlantic Treaty Organization, October 13, 2011, Bern, Switzerland (Plenary lecture)
• Atasoy, B., Glerum, A., and Bierlaire, M., Mode choice with attitudinal latent class: a Swiss case-study. Second International Choice Modeling Conference, July 06, 2011, Leeds, UK
• Bierlaire, M., Using smartphone data for travel demand analysis: challenges and opportunities. Emerging issues and methods in policy-oriented travel demand analysis, Transportation Research Institute, the Technion, June 23, 2011, Haifa, Israël (Invited lecture)
• Bierlaire, M., From smartphone data to route choice modeling. ITS Friday Seminar, Institute of Transportation Studies, University of California, April 29, 2011, Berkeley
• Bierlaire, M., Chen, J., and Fl&ouml;tter&ouml;d, G., Mobility detection with smartphone data. iTEAM Workshop 2011, January 27, 2011, Washington, DC.
• Bierlaire, M., Discrete choice models with latent classes and variables. TRAIL Congress , The Netherlands Research School for Transport, Infrastructure and Logistics , November 24, 2010, Rotterdam, The Netherlands (Plenary speaker)
• Bierlaire, M., Chen, J., and Newman, J. P, Map matching with smartphones GPS data. Deuxième séminaire recherche franco-suisse, Pôle Véhicule du Futur, October 28, 2010, Strasbourg, France
• Chen, J., Bierlaire, M., and Newman, J. P, Modeling Route Choice Behavior From Smartphone GPS data. Sixth Workshop on Discrete Choice Models, Ecole Polytechnique Fédérale de Lausanne, August 19, 2010, Lausanne, Switzerland
• Fl&ouml;tter&ouml;d, G., and Bierlaire, M., Online calibration of dynamic traffic assignment. Integrated Modeling and Simulation Workshop, July 16, 2010, Lisbon, Portugal
• Eggenberg, N., Salani, M., and Bierlaire, M., Robust and Recoverable Maintenance Routing Schedules . Tristan VII, Triennial Symposium on Transportation Analysis, June 23, 2010, Tromso, Norway
• Bierlaire, M., Modeling mobility patterns from smart phone data. Du transport à la demande à la mobilité flexible : Les solutions apportées par le centre de transport de l’EPFL aux nouvelles exigences de notre société, Transortation Center, EPFL, June 16, 2010, Lausanne, Switzerland
• Bierlaire, M., Estimating hybrid choice models with the new version of Biogeme. Seminar series, Institute for Transport Planning and Systems, ETHZ, May 27, 2010, Zürich, Switzerland
• Bierlaire, M., Recent research challenges in pedestrian modeling. Transport and Crowd Management Workshop, Center of Research Excellence in Hajj and Omrah, May 03, 2010, Jeddah, Saudi Arabia (Invited expert)
• Bierlaire, M., Mathematical modeling of behavior. Séminaire 3e cycle d'optimisation, FUNDP, University of Namur, Belgium, March 11, 2010, Blankenberge, Belgium (Invited lecturer)
• Bierlaire, M., Hurtubia, R., and Fl&ouml;tter&ouml;d, G., Analysis of Implicit Choice Set Generation Using the Constrained Multinomial-Logit Model. TRB 89th Annual Meeting, Transportation Research Board, January 12, 2010, Washington, DC.
• Frejinger, E., and Bierlaire, M., Route Choice Analysis: Data, Models, Algorithms and Applications. The 12th International Conference on Travel Behaviour Research, International Association for Travel Behaviour Research, December 18, 2009, Jaipur, India
• Bierlaire, M., Doyen, E., Kaufmann, V., and Schuler, M., Mobilité combinée. Enseignements et pistes d'action.. Movimento, Car Postal, November 12, 2009, Bern, Switzerland (Invited speaker)
• Newman, J. P, Chen, J., and Bierlaire, M., Collecting mobility data with smartphones: challenges and opportunities. Eurocities DATTA 3rd Workshop "Travel and activity rhythms: from new methodologies to empirical evidence", Ecole Polytechnique Fédérale de Lausanne, October 15, 2009, Lausanne, Switzerland
• Bierlaire, M., Hurtubia, R., and Fl&ouml;tter&ouml;d, G., Experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Workshop on discrete choice models, Ecole Polytechnique Fédérale de Lausanne, August 27, 2009, Lausanne, Switzerland
• Bierlaire, M., and Lavadinho, S., Trace: the new transportation center at EPFL. French-Swiss workshop with CCEM and the Pôle "Véhicule du futur", Competence Center Energy and Mobility, June 25, 2009, Villingen, Switzerland
• Bierlaire, M., L’espace : un point de vue mathématique avec applications à l’analyse de la mobilité. Journée d'étude "Penser l'espace", Laboratoire CHOROS, June 19, 2009, EPFL, Lausanne, Switzerland
• Bierlaire, M., Some research projects at the Transport and Mobility Laboratory (EPFL). Offsite meeting Lysis, Lysis, Nagravision, June 09, 2009, Lutry, Switzerland
• Bierlaire, M., Estimation of discrete choice models under various sampling strategies. European Regional Meeting, International Society for Business and Industrial Statistics, June 02, 2009, Cagliari, Italy (Invited lecture)
• Bierlaire, M., Discrete choice models: a glance at the state-of-the-art and the state-of-practice. Research seminar, Nestlé Research Center, May 27, 2009, Lausanne, Switzerland
• Robin, T., Antonini, G., Bierlaire, M., and Cruz, J., Validation of a discrete choice model in the context of pedestrian walking behavior . Seminar of the Centre for Transport Studies, KTH - The Royal Institute of Technology, May 18, 2009, Stockholm, Sweden
• Bierlaire, M., Introduction to mixtures in discrete choice models. Séminaire "Modèles de trafic", Institut National de Recherche sur les Transports et leur Sécurité (INRETS), May 14, 2009, Paris, France
• Bierlaire, M., Recent developments in discrete choice modeling: properties of the Multivariate Extreme Value models and their impact on applications. Lunch Seminar in Energy, Environmental and Resource Economics, Centre for Energy Policy and Economics, ETHZ, May 08, 2009, Zürich, Switzerland
• Bierlaire, M., Automatic facial expression recognition: a discrete choice approach. International Choice Modelling Conference, Institute for Transport Studies at the University of Leeds, April 01, 2009, Harrogate, UK (Plenary keynote presentation)
• Bierlaire, M., Parallel computing for simulated maximum likelihood estimation in Biogeme. International Choice Modelling Conference, Institute for Transport Studies at the University of Leeds, March 30, 2009, Harrogate, UK
• Bierlaire, M., and Newman, J. P, Exploiting mobility data from Nokia smartphones. Seminar of the Intelligent Transportation Systems Program, Massachusetts Institute of Technology, January 06, 2009, Cambridge, Ma
• Martinez, F., Cascetta, E., Pagliara, F., Bierlaire, M., and Axhausen, K., An application of the constrained multinomial Logit (CMNL) for modeling dominated choice alternatives. Swiss Transport Research Conference 2008, October 16, 2008, Ascona, Switzerland
• Martinez, F., Cascetta, E., Pagliara, F., Bierlaire, M., and Axhausen, K., Modeling dominated choice alternatives using the constrained multinomial logit . European Transport Conference 2008, October 06, 2008, Leiden, The Netherlands
• Bierlaire, M., Th&eacute;mans, M., and Zufferey, N., A heuristic for nonlinear global optimization. Graph and Optimization Meeting 2008, August 26, 2008, Saint-Maximin La Sainte Baume, France
• Bierlaire, M., Kaufmann, V., and Lavadinho, S., Swiss Transport Research in Motion. Visionen einer besseren Mobilität, Mobility Academy, TCS, June 26, 2008, Verkehrshaus, Luzern (Invited lecture)
• Bierlaire, M., The complex nature of route choice models. Trasporti, Ambiente, Territorio: la ricerca di un nuovo equilibrio, Società Italiana di Economia dei Trasporti e della logistica, June 19, 2008, Sassari, Italy (Plenary lecture)
• Eggenberg, N., Salani, M., and Bierlaire, M., Recovery of disrupted airline schedules. Seminartermin des Forschungs-Centrums Netzindustrien und Infrastruktur (CNI), TU Berlin, April 24, 2008, Berlin, Germany
• Eggenberg, N., Salani, M., and Bierlaire, M., An algorithm for the recovery of disrupted airline schedules. Methodological Innovation Seminar, Department of Transport, Danish Technical University, April 09, 2008, Lyngby, Denmark
• Bierlaire, M., Th&eacute;mans, M., and Zufferey, N., A heuristic for nonlinear global optimization. Seminar, Applied Mathematics Dpt, SINTEF, Norwegian University of Science and Technology, February 06, 2008, Oslo, Norway
• Bierlaire, M., Route choice models: Introduction and recent developments. Seminar, Applied Mathematics Dpt, SINTEF, Norwegian University of Science and Technology, February 06, 2008, Oslo, Norway
• Bierlaire, M., and Frejinger, E., Some challenges in route choice modeling. Seminar, Transport and Economics Dpt, Royal Institute of Technology, February 04, 2008, Stockholm, Sweden
• Robin, T., Bierlaire, M., Antonini, G., and Cruz, J., Validation of a discrete choice model of walking behavior. Seminar of the Centre for Traffic and Transport, Technical University of Denmark, January 11, 2008, Lyngby, Denmark
• Bierlaire, M., Advances in route choice modelling. Neue Entwicklungen in der Entscheidungsmodellierung, Institute for Transport Planning and Systems, ETHZ, December 06, 2007, Zurich, Switzerland
• Bierlaire, M., A short discussion about travel demand models. Seminar, Instituto Superior Tecnico, Universidade Tecnina da Lisboa, December 05, 2007, Lisbon, Portugal
• Bierlaire, M., Modeling the human dimension of transport. Leçon inaugurale, Ecole Polytechnique Fédérale de Lausanne, November 29, 2007, Lausanne, Switzerland
• Bierlaire, M., Modeling the walking behavior of pedestrians. Workshop on Locomotion Models in Animation, Robotics, and Biomechanics, Virtual Reality Lab, EPFL, November 19, 2007, Lausanne, Switzerland
• Fosgerau, M., and Bierlaire, M., Discrete choice models with multiplicative error terms. European Transport Conference, October 17, 2007, Leeuwenhorst, The Netherlands
• Fosgerau, M., and Bierlaire, M., Circumventing the problem of the scale: discrete choice models with multiplicative error terms. Third Workshop on Discrete Choice Models, Transport and Mobility Laboratory, EPFL, August 30, 2007, EPFL, Lausanne, Switzerland
• Bierlaire, M., BIOGEME: an open source package for the estimation of advanced discrete choice models. 6th International Congress on Industrial and Applied Mathematics, July 17, 2007, Zuerich, Switzerland
• Bierlaire, M., Modelling and forecasting human behaviours: new challenges and opportunities. R and D Management Conference, Nestlé, July 11, 2007, Lausanne, Switzerland (Invited lecture)
• Bierlaire, M., and Frejinger, E., Three challenges in route choice modeling. Seminar, Technical University of Denmark, July 04, 2007, Copenhagen, Denmark
• Spassov, I., Bierlaire, M., and Merminod, B., Map-based Autonomous Personal Localization and Tracking. TRISTAN VI, June 07, 2007, Phuket, Thailand
• Bierlaire, M., Bolduc, D., and McFadden, D., The estimation of multivariate extreme value models from choice-based samples. Modèles de choix discrets. Applications en transport et marketing, ESSEC Business School, May 09, 2007, Cergy-Pontoise, France (Invited lecture)
• Bierlaire, M., Th&eacute;mans, M., and Zufferey, N., A heuristic for global nonlinear optimization. Séminaire du Groupe de Recherche sur les Transports, FUNDP - Université de Namur, April 25, 2007, Namur, Belgium
• Bierlaire, M., Discrete choice models and heuristics for global nonlinear optimization. Mathematical Programming Seminar, Center for Operations Research and Econometrics, April 24, 2007, Louvain-La-Neuve, Belgium
• Bierlaire, M., Divers aspects de la modélisation de la demande en transport. Séminaire du Laboratoire Ville, Mobilité et Transports, Ecole Nationale des Ponts et Chaussées, December 14, 2006, Marne la Vallée, France
• Fosgerau, M., and Bierlaire, M., Circumventing the problem of the scale: discrete choice models with multiplicative error terms. Seminar, Intelligent Transportation Systems Program, Massachussetts Institute of Technology, November 07, 2006, Cambridge, Ma (USA)
• Bierlaire, M., Recent methodological developments in discrete choice models. Metodi, modelli e tecnologie dell'informazione a supporto delle decisioni, Università di Napoli – Federico II, September 30, 2006, Procida, Italy (Invited lecture)
• Bierlaire, M., Bolduc, D., and McFadden, D., The estimation of generalized extreme value models from choice-based samples. European Transport Conference, September 20, 2006, Strasbourg, France
• Bierlaire, M., and Th&eacute;mans, M., Solving singularity issues in the estimation of econometric models. European Transport Conference, September 19, 2006, Strasbourg, France
• Antonini, G., and Bierlaire, M., Modélisation du comportement de marche des piétons. Séminaire du GRT, Facultés Universitaires Notre-Dame de la Paix, June 06, 2006, Namur, Belgium
• Antonini, G., and Bierlaire, M., Discrete Choice Models for Pedestrian Walking Behavior. Seminar on Cognitive Vision in Traffic analyses, Lund University, May 23, 2006, Lund, Sweden
• Hess, S., Bierlaire, M., and Polak, J., Discrete mixtures models. Swiss Transportation Research Conference, March 15, 2006, Ascona, Switzerland
• Hess, S., Bierlaire, M., and Polak, J., Confounding between substitution patterns and random taste heterogeneity. Swiss Transportation Research Conference, March 15, 2006, Ascona, Switzerland
• Fosgerau, M., and Bierlaire, M., Extending and testing mixtures of the multinomial logit model. Swiss Transportation Research Conference, March 15, 2006, Ascona, Switzerland
• Antonini, G., and Bierlaire, M., Modelling pedestrian interactions with discrete choice models. Swiss Transportation Research Conference, March 15, 2006, Ascona, Switzerland
• Bierlaire, M., Abbe, E., and Toledo, T., Normalization and correlation of cross-nested logit models. European Transport Conference, October 04, 2005, Strasbourg, France
• Bierlaire, M., Bolduc, D., and McFadden, D., Sampling issues with GEV models. Conference of the European Regional Science Association, August 24, 2005, Amsterdam, The Netherlands
• Bierlaire, M., Transportation analysis: a bottom-up approach. Seminar on Transportation Engineering, ENAC EPFL, July 26, 2005, Lausanne, Switzerland
• Bierlaire, M., Mixture of discrete choice models: an application to Value of Travel Time Savings analysis. Seminar, Centre de recherche sur les transports, July 20, 2005, Montréal, Canada
• Bierlaire, M., Estimating advanced random utility models with BIOGEME. TRAIL Symposium on "The Reliability of Traveling and the Robustness of Transport Systems", May 11, 2005, Delft, The Netherlands (Invited lecture)
• Bierlaire, M., Capturing complex transportation behaviors with advanced random utility models. TRAIL Symposium on "The Reliability of Traveling and the Robustness of Transport Systems", May 09, 2005, Delft, The Netherlands
• Bierlaire, M., Introduction to mixtures of Generalized Extreme Value models: models and estimation. , Imperial College London, Centre for Transport Studies, December 02, 2004, London, United Kingdom (Invited lecture)
• Bierlaire, M., and Antonini, G., Modèles de déplacement pour la simulation de piétons. ITS Télématique, Lavoc - EPFL, November 30, 2004, Lausanne, Switzerland
• Bierlaire, M., Estimation of mixed generalized extreme value models. Seminar of statistics, Faculty of Economics and Applied Economics, Katholieke Universiteit Leuven, November 04, 2004, Leuven, Belgium
• Bierlaire, M., Résolution de problèmes non linéaires bruités de grande taille. FRANCORO - Conférence Internationale en Recherche Opérationnelle, Université de Fribourg, August 18, 2004, Fribourg, Switzerland (Plenary lecture)
• Bierlaire, M., Introduction to discrete choice models. , University of Peruggia, July 12, 2004, Peruggia, Italy (Invited lecture)
• Bierlaire, M., A New Algorithm to Solve Large-scale Fixed-point Problems. 5th Triennal Symposium of Transportation Analysis, June 13, 2004, Le Gosier, Guadeloupe, French West Indies
• Bierlaire, M., Modelling choices using Biogeme. IVT-Seminar, Wert der Zeit und des Verlaesslichkeit in der Schweiz, ETHZ, June 11, 2004, Zürich, Switzerland
• Bierlaire, M., The Mixed Network GEV model. Workshop on Computational Econometrics and Statistics, April 02, 2004, Neuchâtel, Switzerland
• Bierlaire, M., Solving large scale systems of nonlinear equations. International Conference on Optimization, February 15, 2004, Lutherstadt Wittenberg, Land Sachsen-Anhalt, DE
• Bierlaire, M., Solving Large-Scale Systems of Noisy Nonlinear Equations. Research seminar on quantitative methods in economics, University of Zurich, January 19, 2004, Zurich, Switzerland (Invited lecture)
• Bierlaire, M., Modeling the content of a scene: a behavioral approach. Summer Institute of the NCCR on Multimodal Information Management, October 06, 2003, Crans-Montana, Switzerland
• Bierlaire, M., A new class of robust methods to solve noisy systems of nonlinear equations. 18th International Symposium on Mathematical Programming, August 18, 2003, Copenhagen, Denmark
• Bierlaire, M., Behavioral Dynamics for Pedestrians. 10th International Conference on Travel Behaviour Research, August 10, 2003, Lucerne, Switzerland
• Bierlaire, M., A new method to solve large-scale systems of nonlinear equations with noise. Seminar, Economic Department, University Laval, August 01, 2003, Laval, Québec
• Bierlaire, M., Behavioral issues in traffic simulation. Seminar on traffic simulation, EPFL, LAVOC, June 11, 2003, Lausanne, Switzerland
• Bierlaire, M., Discrete choice models: formulations and estimations. , Università della Svizzera Italiana, Instituto Ricerche Economiche, May 28, 2003, Lugano, Switzerland (Invited lecture)
• Bierlaire, M., Behavioral model-based scene analysis. Workshop of the NCCR on Interactive Multimodal Information Management, EPFL, February 05, 2003, Lausanne, Switzerland
• Bierlaire, M., Mathematical modeling of human behavior: theory and practice. Basis Science Faculty Day, EPFL, November 21, 2002, Lausanne, Switzerland
• Bierlaire, M., BIOGEME: logiciel gratuit pour l'estimation de modèles de choix discret. Journées des transports, Université de Cergy-Pontoise, October 24, 2002, Cergy, Paris
• Bierlaire, M., LSQR Algorithm for real-time OD estimation and prediction. First Greek Transportation Research Conference, October 13, 2002, Athen, Greece
• Bierlaire, M., Behavioral dynamics of pedestrians: state-of-the-art and applications to scene analysis. Summer Institute of the NCCR on Interactive Multimodal Information Management, October 03, 2002, Martigny, Switzerland
• Bierlaire, M., BIOGEME: an open source package for the estimation of GEV models. Seminar, Centre for traffic and Transport, Technical Universty of Denmark, September 03, 2002, Lyngby, Denmark
• Bierlaire, M., Analyse de la demande en transport: Modèles agrégés et désagrégés. Séminaires INRETS, May 24, 2002, Arcueil, France
• Bierlaire, M., An efficient algorithm for real-time estimation and prediction of dynamic OD table. Swiss Transport Research Conference, March 20, 2002, Ascona, Switzerland
• Bierlaire, M., DynaMIT: from theory to practice. Swiss Transport Research Conference, March 20, 2002, Ascona, Switzerland
• Bierlaire, M., The Network GEV model. Swiss Transport Research Conference, March 20, 2002, Ascona, Switzerland
• Bierlaire, M., Simulation-based evaluation on the impact of Telematics in the Lausanne area - a pilot study. Swiss Transport Research Conference, March 20, 2002, Ascona, Switzerland
• Bierlaire, M., Decision-Aid for Traffic Diversion. Transportation Research Board 81st Annual Meeting, January 13, 2002, Washington, USA
• Bierlaire, M., Estimation of GEV models: issues and implemantation. UC Berkeley Invitational Choice Symposium, UC Berkeley, June 01, 2001, Pacific Grove (Ca), USA (Invited lecture)
• Bierlaire, M., A general formulation of the cross-nested logit model. Swiss Transport Research Conference, March 01, 2001, Ascona, Switzerland
• Bierlaire, M., Acceptance of modal innovation: the case of the SwissMetro. Swiss Transport Research Conference, March 01, 2001, Ascona, Switzerland
• Bierlaire, M., New algorithmic approaches for the anticipatory guidance generation problem. Swiss Transport Research Conference, March 01, 2001, Ascona, Switzerland
• Bierlaire, M., Papabiles: simulation-based evaluation of the impact of telematics in the Lausanne area: a pilot study. Swiss Transport Research Conference, March 01, 2001, Ascona, Switzerland
• Bierlaire, M., Estimation of GEV and Cross-Nested Logit Models. Workshop on Route Choice Models, Massachusetts Institute of Technology, February 15, 2001, Cambridge (Ma), USA (Invited lecture)
• Bierlaire, M., Introduction à l'optimisation non linéaire. 3ième Journée de l'automatique, Département de Génie Mécanique, EPFL, January 01, 2001, Lausanne, Switzerland
• Bierlaire, M., Real-Time Systems for ITS Applications and consistency in predictive informations systems. MIT Summer School, Massachusetts Institute of Technology, January 01, 2001, Cambridge (Ma), USA
• Bierlaire, M., Real-Time Systems for ITS Applications and consistency in predictive information systems. MIT Summer School, Massachusetts Institute of technology, January 01, 2000, Cambridge (Ma), USA
• Bierlaire, M., General framework for Dynamic Demand Simulation. International Symposium on Mathematical Programming, January 01, 2000, Atlanta, USA
• Bierlaire, M., Computational issues in anticipatory route guidance generation. International Symposium on Mathematical Programming, January 01, 2000, Atlanta, USA
• Bierlaire, M., DynaMIT: Dynamic Network Assignment for Management of Information to Travelers. IVT Seminar neue Simulationsmodelle der Verkehrsnachfrage in Netzen, ETHZ, December 02, 1999, Zürich, Switzerland
• Bierlaire, M., Un laboratoire de simulation pour l'évaluation de systèmes dynamiques de gestion du trafic. IML, Ecole Nationale des Ponts et Chaussées, Institut International de Management pour la Logistique, December 01, 1999, Paris, France
• Bierlaire, M., The anticipatory route guidance generation problem. Theory and Practice. Audit-Symposium, EPFL, Department of Mathematics, November 01, 1999, Lausanne, Switzerland
• Bierlaire, M., SILS: Shaping and Improving Logistics Systems. Colloque Nouvelles technologies de l'information et de la communication, October 18, 1999, Paris. France
• Bierlaire, M., Investigation of Route Guidance Generation Issues by Simulation with DynaMIT. 14th International Symposium on Transportation and Traffic Theory, July 19, 1999, Jerusalem, Israël
• Bierlaire, M., The Route Guidance Generation Problem. Optimization Days, May 10, 1999, Montréal, Canada
• Bierlaire, M., Real-Time Simulation of Traffic Demand/Supply Interactions within DynaMIT. Optimization Days, May 10, 1999, Montréal, Canada
• Bierlaire, M., DynaMIT: un système en temps réel pour la prédiction du trafic et la génération d'information pour les conducteurs. Groupe de recherche sur les Transports, Département de Mathématiques, Université de Namur, April 02, 1999, Namur, Belgium
• Bierlaire, M., Un laboratoire de simulation pour l'évaluation de systèmes dynamiques de gestion du trafic. IML course, Institut International de Management pour la Logistique, EPFL, April 01, 1999, Lausanne, Switzerland
• Bierlaire, M., Real-Time Systems for ITS Applications and consistency in predictive information Systems. MIT Summer School, Massachusetts Institute of Technology, January 01, 1999, Cambridge (Ma), USA
• Bierlaire, M., Algorithmic aspects of discrete choice modelling. Colloquium in Combinatorics, Geometric Algorithms and Optimization, ETHZ, November 12, 1998, Zürich, Switzerland
• Bierlaire, M., La simulation du trafic: pourquoi et comment?. Colloque en mémoire du Professeur Charles Rapin, EPFL, October 06, 1998, Lausanne, Switzerland
• Bierlaire, M., DynaMIT: a simulation-based system for traffic prediction and guidance generation. TRISTAN III, June 17, 1998, San Juan, Porto-Rico
• Bierlaire, M., Dynamic Network Assignment for Management of Information to Travelers Real-Time System for Traffic Prediction and Guidance Generation. INFORMS National meeting, April 26, 1998, Montréal, Canada
• Bierlaire, M., Software Design Aspects of DynaMIT: Dynamic Network Assignement for the Management of Information to Travelers. INFORMS National meeting, April 26, 1998, Montréal, Canada
• Bierlaire, M., A distributed system of models for real-time operation of a traffic management center. CERFACS Seminars, February 16, 1998, Toulouse, France
• Bierlaire, M., DynaMIT: un système en temps réel pour la prédiction du trafic et la génération d'information aux conducteurs. Seminar, EPFL, ITEP, February 11, 1998, Lausanne, Switzerland
• Bierlaire, M., Un laboratoire de simulation pour l'évaluation de systèmes dynamique de gestion du trafic. IML, Ecole Nationale des Ponts et Chaussées, Institut International de Management pour la Logistique, January 01, 1998, Paris, France
• Bierlaire, M., Demonstration of the DynaMIT system. ITS America Annual Meeting, January 01, 1998, Detroit (MI), USA
• Bierlaire, M., Introduction to HieLoW, an interactive package to estimate hierarchical logit models. MIT Summer School on Individual Choice Behavior: Theory and Application on Discrete Choice Analysis to Consumer Demand and Market Share, MIT, January 01, 1998, Cambridge (MA), USA
• Bierlaire, M., Demand simulation for traffic estimation and prediction in a real-time dynamic traffic assignment system. Transportation Seminar Series, Institute of Transportation Studies, University of California, January 01, 1998, Berkeley, USA
• Bierlaire, M., DynaMIT: un système en temps réel pour la prédiction du trafic et la génération d'information aux conducteurs. INRETS, January 01, 1998, Arcueil-Cachan, France
• Bierlaire, M., Real-Time Systems for ITS Applications, and consistency in predictive informations systems. MIT Summer School, Massachusetts Institute of Technology, January 01, 1998, Cambridge (Ma), USA
• Bierlaire, M., DynaMIT: a simulation-based system for traffic prediction. DACCORD Short-term forecasting workshop, January 01, 1998, Delft, The Netherlands
• Bierlaire, M., Design and Development of DynaMIT. INFORMS, May 04, 1997, San Diego (Ca), USA
• Bierlaire, M., Discrete choice models. NATO Advanced Studies Institute on Operations research and decision aid methodologies in traffic and transportation management, Hotel UNI, March 10, 1997, Balatonfured, Hungary
• Bierlaire, M., Introduction to HieLoW, an interactive package to estimate hierarchical logit models. MIT Summer School on Individual Choice Behavior: Theory and Application of Discrete Choice Analysis to Consumer Demand and Market Share, MIT, January 01, 1997, Cambridge (Ma), USA
• Bierlaire, M., Dynamic Traffic assignment System Design requirements and Data Needs. Transportation Research Board, 76th Annual Meeting, January 01, 1997, Washington (D.C), USA
• Bierlaire, M., DynaMIT: Dynamic Network Assignment for the Management of Information to Travelers. Research seminar of the Center for Transportation Studies, MIT, January 01, 1996, Cambridge (Ma), USA
• Bierlaire, M., DynaMIT: Dynamic Network Assignment for the Management of Information to travelers. 4th Meeting of the EURO Working Group on Transportation, January 01, 1996, Newcastle, UK
• Bierlaire, M., Introduction to HieLoW, an interactive package to estimate hierarchical logit models. MIT Summer School on Individual Choice Behavior: Theory and Application of Discrete Choice Analysis, MIT, January 01, 1996, Cambridge (Ma), USA
• Bierlaire, M., Real-Time Dynamic Traffic Assignment System. MIT Symposium on Advanced Projects in Intelligent Transportation Systems, MIT, January 01, 1996, Cambridge (Ma), USA
• Bierlaire, M., HieLoW, a package that estimates hierarchical logit models. World Conference on Transportation Research, January 01, 1995, Sydney, Australia
• Bierlaire, M., MEUSE: an origin-destination matrix estimator that exploits structure. World Conference on Transportation Research, January 01, 1995, Sydney, Australia
• Bierlaire, M., HieLoW: Hierarchical Logit for Windows. 3th Meeting of the EURO Working Group on Transportation, January 01, 1995, Barcelona, Spain
• Bierlaire, M., HieLoW, un logiciel interactif pour les modèles de choix discret. French-speaking Conference on Operational Research, January 01, 1995, Mons, Belgium
• Bierlaire, M., MEUSE: an origin-destination matrix estimator that exploits structure. Conjooint conference CORS'94 - Optimization Days, January 01, 1994, Montréal, Canada
• Bierlaire, M., HieLoW: un logiciel pour les études de choix discrets. La Technique d'enquêtes de préférences déclarées et ses applications dans le domaine des services, January 01, 1994, Brussels, Belgium
• Bierlaire, M., Fuzzy random utility models. Seminar, MIT, Center for Transportation Studies, January 01, 1994, Cambridge (Ma), USA
• Bierlaire, M., MEUSE: an origin-destination matrix estimator that exploits structure. Seminar, MIT, Center for Transportation Studies, January 01, 1994, Cambridge, (Ma), USA
• Bierlaire, M., MEUSE: un modèle d'estimation de matrices origines-destinations qui exploite la structure. Congrès International Francophone: Quels transports pour nos villes de demain?, January 01, 1993, Versailles, France
• Bierlaire, M., Use of parking surveys to estimate demand matrices. EIASM Conference- Logistics: transportation and distribution, January 01, 1992, Brussels, Belgium
• Bierlaire, M., Le plan de circulation à Namur. European meeting "Pour des transports efficaces en ville", Institut Wallon, January 01, 1992, Namur, Belgium

Awards

• Michel Bierlaire : Impactful Research Award, January 13, 2020. Institution: Zephyr Foundation. Description: The Impactful Research Award is given to an individual or team of researchers for a research project that has had the most [relatively recent] impact on bettering the travel analysis field for the public good.
• Carolina Osorio Pizano, Michel Bierlaire : Outstanding Paper in Urban Transportation Planning and Modeling, November 10, 2016. Institution: Transportation Science and Logistics Society, INFORMS.
• Riccardo Scarinci, Iliya Markov, Michel Bierlaire : Green Transportation Award, for the extended abstract and presentation "Network design of a transport system based on accelerating moving walkways". Triennial Symposium on Transportation Analysis TRISTAN IX, 12-17/06/2016 Oranjestad, Aruba., June 16, 2016.
• Emma Frejinger, Michel Bierlaire : Ranked first in the TOP 25 hottest articles of Transportation Research Part B for July-September 2009, October 01, 2009. Institution: Transportation Research Part B: Methodological. Description: Frejinger, E., Bierlaire, M., and Ben-Akiva, M. (2009). Sampling of Alternatives for Route Choice Modeling, Transportation Research Part B: Methodological 43(10):984-994.
• Emma Frejinger, Michel Bierlaire : Ranked 21 in the TOP 25 hottest articles of Transportation Research Part B for April-June 2009, June 21, 2009. Institution: Transportation Research Part B: Methodological. Description: Frejinger, E., Bierlaire, M., and Ben-Akiva, M. (to appear). Sampling of Alternatives for Route Choice Modeling, Transportation Research Part B: Methodological (accepted for publication on March 03, 2009)
• Thomas Robin, Gianluca Antonini, Michel Bierlaire, Javier Cruz: Ranked 1st in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009, March 31, 2009. Institution: Transportation Research Part B. Description: Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2009). Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56. doi:10.1016/j.trb.2008.06.010
• Michel Bierlaire : Ranked 9th in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009, March 31, 2009. Institution: Transportation Research Part B. Description: Fosgerau, M., and Bierlaire, M. (2009). Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological 43(5):494-505. doi:10.1016/j.trb.2008.10.004
• Gianluca Antonini, Michel Bierlaire, Mats Weber : Ranked 12th in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009, March 31, 2009. Institution: Transportation Research Part B. Description: Antonini, G., Bierlaire, M., and Weber, M. (2006). Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological 40(8):667-687. doi:10.1016/j.trb.2005.09.006
• Thomas Robin, Gianluca Antonini, Michel Bierlaire, Javier Cruz: Ranked 1st in the TOP 25 hottest articles of Transportation Research Part B for October-December 2008, December 31, 2008. Institution: Transportation Research Part B. Description: Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2009). Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56. doi:10.1016/j.trb.2008.06.010
• Michel Bierlaire, Emma Frejinger : Ranked 2 in the TOP 25 hottest articles of Transportation Research Part C for January-March 2008, March 31, 2008. Institution: Transportation Research Part C: Emerging Technologies. Description: Bierlaire, M., and Frejinger, E. (2008). Route choice modeling with network-free data, Transportation Research Part C: Emerging Technologies 16(2):187-198.
• Michel Bierlaire : Ranked 4 in the TOP 25 hottest articles of Transportation Research Part B for January-March 2008, March 31, 2008. Institution: Transportation Research Part B: Methodological(with D. Bolduc and D. McFadden). Description: Bierlaire, M., Bolduc, D., and McFadden, D. (2008). The estimation of Generalized Extreme Value models from choice-based samples, Transportation Research Part B: Methodological 42(4):381-394.
• Michel Bierlaire : Ranked 13 in the TOP 25 hottest articles of Transportation Research Part B for April-June 2007, June 30, 2007. Institution: Transportation Research Part B(with M. Fosgerau). Description: Fosgerau, M., and Bierlaire, M. (2007). A practical test for the choice of mixing distribution in discrete choice models, Transportation Research Part B: Methodological 41(7):784-794.
• Michel Bierlaire : Ranked 5 in the TOP 25 hottest articles of Transportation Research Part B for April-June 2007, June 30, 2007. Institution: Transportation Research Part B: Methodological(with E. Abbe and T. Toledo). Description: Abbe, E., Bierlaire, M., and Toledo, T. (2007). Normalization and correlation of cross-nested logit models, Transportation Research Part B: Methodological 41(7):795-808.
• Emma Frejinger, Michel Bierlaire : Ranked 13 in the TOP 25 hottest articles of Transportation Research Part B for July-September 2007, March 31, 2007. Institution: Transportation Research Part B: Methodological. Description: Frejinger, E., and Bierlaire, M. (2007). Capturing correlation with subnetworks in route choice models, Transportation Research Part B: Methodological 41(3):363-378.
• Michel Bierlaire, Frank Crittin : Best Paper Award,, November 06, 2006. Institution: Transportation Science & Logistics Society, INFORMS. Description: Bierlaire, M., and Crittin, F. (2004). An efficient algorithm for real-time estimation and prediction of dynamic OD table, Operations Research 52(1):116-127.
• Gianluca Antonini, Michel Bierlaire : Ranked first in the TOP 25 hottest articles of Transportation Research Part B for April-June 2006, June 30, 2006. Institution: Transportation Research Part B(with M. Weber). Description: Antonini, G., Bierlaire, M., and Weber, M. (2006). Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological 40(8):667-687.
• Michel Bierlaire : Ranked 15th in the TOP 25 hottest articles of Transportation Research Part A for April-June 2005, June 30, 2006. Institution: Transportation Research Part A(with S. Hess and J. Polak). Description: Hess, S., Bierlaire, M., and Polak, J. (2005). Estimation of value of travel-time savings using Mixed Logit models, Transportation Research Part A: Policy and Practice 39(3):221-236.
• Michel Bierlaire : Ranked third in the TOP 25 hottest articles of Transportation Research Part B for January-March 2006, March 31, 2006. Institution: Transportation Research Part B(with A. Daly). Description: Daly, A., and Bierlaire, M. (2006). A General and Operational Representation of Generalised Extreme Value Models, Transportation Research Part B: Methodological 40(4):285-305.

Reviewing

Transportation Research Part B: Methodological (25)

Transportation Research Part C: Emerging Technologies (16)

Transportation Science (8)

European Journal of Operational Research (6)

Journal of Choice Modelling (4)

Transportation (4)

European Transport (3)

IET Intelligent Transport Systems (3)

Transportation Research Part A: Policy and Practice (3)

Journal of Intelligent Transportation Systems (2)

Networks and Spatial Economics (2)

Optimization Methods and Software (2)

Recherche Transports Sécurité (2)

Transportation Research Record (2)

Transportmetrica (2)

ASCE Journal of Infrastructure Systems (1)

ASCE Journal of Transportation Engineering (1)

Environment and Planning A (1)

INFOR: Information Systems and Operational Research (1)

Les Cahiers Scientifiques du Transport (1)

Operations Research (1)

SIAM Journal on Optimization (1)

Miscalleneous reviews (19)

Total: 110 reviews for 22 journals (since 2004). Per year: 2011: 2, 2010: 14, 2009: 14, 2008: 15, 2007: 24, 2006: 22, 2005: 9, 2004: 10.

Research projects

The Elevator Dispatching Problem with Destination Control

Sponsor: Schindler

Team: Michel Bierlaire (PI), Fabian Torres (PM)

Period: September 22, 2022-April 01, 2023

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.

E-Bike City

Sponsor: Swiss Federal Office of Energy

Team: Michel Bierlaire (PI), Janody Pougala (PM)

Period: September 01, 2022-December 31, 2025

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.

Migration and Discrete Choice Models (MIGDCM)

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Silvia Varotto (PM), Evangelos Paschalidis (PM)

Period: March 01, 2022-March 31, 2025

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.

Optimization of individual mobility plans to simulate future travel in Switzerland

Sponsor: Innosuisse (Swiss Innovation Agency)

Team: Michel Bierlaire (PI), Tim Hillel (PM), Janody Pougala, Rico Krueger

Period: September 01, 2020-March 01, 2022

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.

OrgVisionPro: Automated organizational design and optimization

Sponsor: Innosuisse (Swiss Innovation Agency)

Team: Michel Bierlaire (PI), Rico Krueger (PM), Tim Hillel (PM), Melvin Wong, Nour Dougui

Period: October 01, 2019-June 30, 2021

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.

Activity based travel demand forecasting

Sponsor: Swiss Federal Railways (SBB)

Team: Michel Bierlaire (PI), Tim Hillel (PM), Janody Pougala

Period: March 01, 2019-March 01, 2020

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?

PAM Personal Autonomous Moving platforms

Sponsor: Schindler

Team: Michel Bierlaire (PI), Yuki Oyama (PM)

Period: November 15, 2018-May 14, 2019

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.

Design of a car-free city center: a fringe parking system with accelerated moving walkways

Sponsor: European Commission

Team: Michel Bierlaire (PI), Yuki Oyama (PM)

Period: October 01, 2018-September 30, 2020

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.

Accessibility based optimization of educational infrastructure networks

Sponsor: World Bank

Team: Michel Bierlaire (PI), Riccardo Scarinci (PM)

Period: January 01, 2018-December 31, 2018

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.

Incorporating competitors' behavior in demand based optimization models

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Virginie Lurkin (PM), Stefano Bortolomiol

Period: November 01, 2017-October 31, 2020

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.

Leveraging Public and Open Data for Transportation Mode detection

Sponsor: Swisscom

Team: Michel Bierlaire (PI), Marija Nikolic (PM), Riccardo Scarinci (PM)

Period: September 04, 2017-September 04, 2018

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.

Network Design for SBB Cargo

Sponsor: Swiss Federal Railways (SBB)

Team: Michel Bierlaire (PI), Nikola Obrenovic (PM), Virginie Lurkin (PM)

Period: September 01, 2017-August 31, 2018

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.

Cost reduction using passenger centric timetabling

Sponsor: Swiss Federal Railways (SBB)

Team: Michel Bierlaire (PI), Virginie Lurkin (PM)

Period: September 01, 2017-August 31, 2018

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.

Capacity building program in urban mobility and transportation

Sponsor: State Secretariat for Economic Affairs

Team: Michel Bierlaire (PI), Yousef Maknoon (PM), Riccardo Scarinci (PM), Yuki Oyama (PM)

Period: September 01, 2016-September 01, 2019

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.

Incorporating advanced behavioral models in mixed integer linear optimization

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM), Meritxell Pacheco

Period: April 01, 2016-March 31, 2019

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: Smart transfers through unravelling urban form and travel flow dynamics

Sponsor: The Federal Department of the Environment, Transport, Energy and Communications (DETEC)

Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM), Riccardo Scarinci (PM), Yuki Oyama (PM), Nicholas Molyneaux, Nikola Obrenovic

Period: March 03, 2016-March 03, 2019

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.

myTOSA 2.0 - Enhanced simulation and optimization tool for cost-optimal deployment of TOSA electric buses

Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.

Team: Michel Bierlaire (PI), Riccardo Scarinci (PM), Virginie Lurkin (PM), Shadi Sharif Azadeh, Yousef Maknoon

Period: September 30, 2015-November 16, 2017

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.

Demand-based facility location problem

Sponsor: EDF

Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM)

Period: August 01, 2015-December 31, 2015

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.

Drive For You: a driving assistant tool to detecting pedestrians

Sponsor: MINES ParisTech

Team: Michel Bierlaire (PI), Riccardo Scarinci (PM)

Period: December 01, 2014-November 30, 2018

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.

Electric vehicle adoption dynamics: exploring market potentials

Sponsor: Nissan

Team: Michel Bierlaire (PI), Matthieu de Lapparent (PM), Anna Fernandez Antolin

Period: April 01, 2014-March 31, 2017

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.

Air navigation platform: flights planning by using real-time weather data

Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.

Team: Michel Bierlaire (PI), Yousef Maknoon (PM), Shadi Sharif Azadeh (PM)

Period: March 02, 2014-September 02, 2015

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 Sàrl, ICARE Institut de recherche and Haute Ecole Spécialisée de Suisse Occidentale (HES-SO).

PostCarWorld: A Trans-Discplinary Multi-Dimensional Stimulation

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Riccardo Scarinci (PM)

Period: December 01, 2013-November 30, 2016

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.

Revisiting the Route Choice Problem: A Multi-Level Modeling Framework for Route Choice Analysis Based On Latent Constructs

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Matthieu de Lapparent (PM), Evanthia Kazagli

Period: October 01, 2013-September 30, 2016

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.

Modular Logistics Units in Shared Co-modal Networks

Sponsor: European Commission

Team: Michel Bierlaire (PI), Shadi Sharif Azadeh (PM), Yousef Maknoon (PM)

Period: July 01, 2012-June 30, 2015

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.

Pedflux: Pedestrian flow modeling in train stations

Sponsor: Swiss Federal Railways (SBB)

Team: Michel Bierlaire (PI), Michaël Thémans (PM), Riccardo Scarinci (PM), Flurin Hänseler

Period: April 01, 2012-March 31, 2015

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.

A DYNAMIC VEHICLE CHOICE FORECASTING FRAMEWORK

Sponsor: PSA Peugeot-Citroën

Team: Michel Bierlaire (PI), Amanda Stathopoulos (PM), Aurélie Glerum

Period: April 01, 2012-April 30, 2013

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

Pedestrian dynamics: flows and behavior

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Bilal Farooq (PM), Riccardo Scarinci (PM), Antonin Danalet, Flurin Hänseler, Marija Nikolic

Period: April 01, 2012-March 31, 2015

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: catenary-free 100% electric urban public mass-transportation system

Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.

Team: Michel Bierlaire (PI), Jianghang Chen (PM), Bilge Atasoy, Tomás Robenek

Period: March 01, 2012-September 30, 2013

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.

Léman 2030: Flux piétons Gare de Lausanne

Sponsor: Swiss Federal Railways (SBB)

Team: Michel Bierlaire (PI), Michaël Thémans (PM), Bilal Farooq (PM), Flurin Hänseler, Antonin Danalet, Sohrab Sahaleh

Period: October 01, 2011-July 15, 2012

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.

SIEU : Urban Energy Information System

Sponsor: The Ark Energy

Team: Michel Bierlaire (PI), Antonin Danalet (PM), Antonin Danalet

Period: September 01, 2011-June 30, 2012

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.

ACTUM

Sponsor: The Danish Council for Strategic Research

Team: Michel Bierlaire (PI), Matthieu de Lapparent (PM)

Period: March 01, 2011-March 01, 2016

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.

Large scale robust optimization of bulk port operations.

Sponsor: EPFL Middle East

Team: Michel Bierlaire (PI), Nitish Umang (PM), Ilaria Vacca (PM)

Period: January 01, 2011-April 30, 2014

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.

CLIP-AIR concept: Integrated schedule planning for a new generation of aircrafts

Sponsor: EPFL Middle East

Team: Michel Bierlaire (PI), Bilge Atasoy (PM), Matteo Salani (PM)

Period: November 01, 2010-December 31, 2013

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.

NRP 65: Sustainable Urban Patterns (SUPat)

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Bilal Farooq (PM), Ricardo Hurtubia (PM), Dimitrios Efthymiou

Period: October 01, 2010-September 30, 2013

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.

Route choice models and smart phone data

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Jingmin Chen (PM), Jingmin Chen

Period: October 01, 2010-September 30, 2013

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.

Optimizing Staffing Plans at Airports

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI), Prem Kumar (PM)

Period: October 01, 2010-October 01, 2011

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.

Robust Optimization of Railway Locomotive Assignment

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI), Prem Kumar (PM), Francesco Piu

Period: October 01, 2010-September 30, 2011

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"

Demande de consommateurs pour des véhicules électriques

Sponsor: Renault Suisse SA

Team: Michel Bierlaire (PI), Michaël Thémans (PM), Aurélie Glerum

Period: August 01, 2010-April 30, 2011

Evaluation de la demande des consommateurs pour des véhicules électriques en vue du lancement d'une telle gamme par Renault

A Solution Technique for the Locomotive Refueling Problem

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI), Prem Kumar (PM)

Period: July 15, 2010-July 15, 2012

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.

SURPRICE: Sustainable mobility through road user charging

Sponsor: Swiss Federal Road Office

Team: Michel Bierlaire (PI&PM), Antonin Danalet

Period: July 05, 2010-October 03, 2011

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

SustainCity: Micro-simulation for the prospective of sustainable cities in Europe

Sponsor: European Commission

Team: Michel Bierlaire (PI), Ricardo Hurtubia (PM), Bilal Farooq (PM), Dimitrios Efthymiou

Period: January 01, 2010-December 31, 2012

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.

Projet d'agglomération Lausanne-Morges - AFTPU - Fourniture d'indicateurs pour alimenter l'analyse multicritère pour le choix de la variante de la desserte Nord

Sponsor: Service des routes et de la mobilité de la Commune de Lausanne

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM)

Period: January 01, 2010-June 30, 2010

Des axes forts de transport public urbain sont à l'étude dans l'agglomération de Lausanne-Morges. Ce projet vise à fournir, à partir du logiciel Emme, des critères d'évaluation des diverses variantes de desserte de la partie nord de Lausanne

Models and methods for large scale optimization problems and applications in container terminals

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Ilaria Vacca (PM), Matteo Salani (PM)

Period: December 01, 2009-November 30, 2012

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.

Dépouillement des enquêtes de mobilité aux Hautes Ecoles

Sponsor: Ecole Polytechnique Fédérale de Lausanne

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM), Sonia Lavadinho (PM)

Period: June 24, 2009-June 01, 2010

Examens des comportements de transport des usagers des Hautes Ecoles sur la base d'enqêtes de mobilité régulières.

Methods and tools for supporting the use, calibration and validation of traffic simulation models

Sponsor: European Commission

Team: Michel Bierlaire (PI), Bilal Farooq (PM)

Period: May 26, 2009-May 25, 2013

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.

CATS City Alternative Transport System

Sponsor: European Commission

Team: Michel Bierlaire (PI), Sonia Lavadinho (PM)

Period: March 01, 2009-February 29, 2012

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.

OPTIMA: Inferring transport mode preferences from attitudes

Sponsor: LaPoste

Team: Michel Bierlaire (PI), Anne Curchod (PM), Aurélie Glerum, Bilge Atasoy, Antonin Danalet

Period: February 01, 2009-June 30, 2012

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).

Disaggregate behavioral models exploiting data from Nokia devices

Sponsor: Nokia Research Center

Team: Michel Bierlaire (PI), Jeffrey Newman (PM), Jingmin Chen

Period: December 01, 2008-June 30, 2010

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 a railroad yard

Sponsor: Vale

Team: Michel Bierlaire (PI), Matteo Salani (PM), Anne Curchod (PM)

Period: July 01, 2008-February 28, 2009

Simulation-based optimization of the operations of Vale's railroad yards.

NEARCTIS

Sponsor: European Commission

Team: Michel Bierlaire (PI), Bilal Farooq (PM)

Period: July 01, 2008-June 30, 2012

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.

Invariant features in omnidirectional images

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI), Javier Cruz (PM)

Period: May 20, 2008-May 01, 2009

Design of algorithms to extract invariant features from images captured by omnidirectional cameras.

A PrototypeTransportation Land-use Model for the Region of Lausanne, Switzerland

Sponsor: Institut du développement territorial (INTER), EPFL

Team: Zachary Patterson (PI&PM), Michel Bierlaire (PM), Zachary Patterson

Period: January 07, 2008-March 01, 2009

Development of a prototype integrated transportation land-use model for the region of Lausanne.

SOPHOS: Simulation-based Optimization of the Performance in Hospital Operating suites

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Carolina Osorio Pizano (PM)

Period: December 01, 2007-November 30, 2009

Design an optimization framework combining macroscopic and microscopic models, with applications in hospital management and urban road traffic.

Column generation methods for the recovery of disrupted airline schedules

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Niklaus Eggenberg (PM)

Period: October 01, 2007-August 31, 2010

Robust planning and recovery from disruptions for airlines operations

Behavioural modelling of human experts for scene analysis

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Javier Cruz (PM), Thomas Robin (PM)

Period: October 01, 2007-September 30, 2010

Modelling the global appraisal process of experts in the context of scene analysis.

Projet d'agglomération Lausanne-Morges - Axes forts de transports publics urbains - Mise au point des variantes, choix d'une variante préférentielle et d'un axe fort prioritaire.

Sponsor: Service de la mobilité du canton de Vaud

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM)

Period: October 01, 2007-January 10, 2008

Après 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.

Travaux de modélisation Emme2 en liens avec projets : SDOL (image directrice), desserte Le Mont, augmentation de capacité m2

Sponsor: Transports publics lausannois

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM)

Period: August 01, 2007-September 30, 2007

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 à une modélisation Emme

Système d'informatique géographique pour l'observatoire de la mobilité

Sponsor: Institut du développement territorial (INTER), EPFL

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM)

Period: July 03, 2007-March 25, 2008

L’Observatoire de la Mobilité réalise régulièrement des enquêtes 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 à la fois des aspects techniques et de facilité d’usage par les utilisateurs.

Projet d'agglomération Lausanne-Morges, évaluation du projet et de ses mesures selon les critères édictés par la Confédération, travaux de modélisation avec le modèle EMME2 (contrat CL/2007/02)

Sponsor: Service de la mobilité du canton de Vaud

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM)

Period: June 01, 2007-July 31, 2007

Evaluation à l'aide du logiciel Emme de divers projets d'action sur les transports à l'intérieur de l'agglomération Lausanne-Morges : nouvelles jonctions autoroutières, nouvelles routes d'évitement, restrictions de vitesse, nouvelles lignes de transport en commun, renforcement du réseau ferroviaire.

Projet d'agglomération Lausanne-Morges - Axes forts TC - Cadrage stratégique et définition d'un réseau d'axes forts (contrat FMa/2007/02)

Sponsor: Service de la mobilité du canton de Vaud

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM)

Period: June 01, 2007-July 31, 2007

A l'aide du programme Emme, tester l'opportunité d'implanter certains axes forts de transport en commun dans l'agglomération Lausanne-Morges

Optimization of container terminal operations

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI), Ilaria Vacca (PM), Matteo Salani (PM)

Period: February 01, 2007-November 30, 2009

Design and development of models and algorithms for the optimization of operations in seaport container terminals.

Modèle de planification des transports de la région lausannoise: Offre de construction de demandes 2020

Sponsor: Service de la mobilité du canton de Vaud

Team: Michel Bierlaire (PI), Jean-Pierre Leyvraz (PM), Thomas Robin

Period: August 01, 2006-April 01, 2007

Previsions of OD matrices and modal split for 2020 in the Lausanne region

Path to purchase

Sponsor: Nestlé

Team: Michel Bierlaire (PI), Kamran Houshang Pour (PM), Thomas Robin, Gianluca Antonini

Period: July 01, 2006-June 30, 2008

To understand consumer behavior in his or her path to purchase.

Schedule disruption recovery for airlines

Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.

Team: Michel Bierlaire (PI), Matteo Salani (PM), Niklaus Eggenberg

Period: June 01, 2006-May 31, 2008

Development of a software product dedicated to airlines and providing solutions to recover from schedule disruptions with minimum cost.

Location of distribution centres

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI), Carolina Osorio Pizano (PM), Thomas Robin

Period: March 15, 2006-August 21, 2006

Optimization of the location of distribution centres for Postlogistics, Switzerland

SOPHOS: Simulation-based Optimization of the Performance in Hospital Operating Suites

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Carolina Osorio Pizano (PM)

Period: December 01, 2005-November 30, 2007

Design an optimization framework for the operation suites in hospitals, using simulation tools

Einbezug von Reisekosten bei der Modelliering des Mobilitätsverhalten

Sponsor: Swiss Federal Road Office

Team: Michel Bierlaire (PI), Emma Frejinger (PM), Jelena Stojanovic

Period: November 01, 2005-February 28, 2007

Development of route choice models from RP and SP data

Development of route choice models

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Emma Frejinger (PM)

Period: May 01, 2005-April 30, 2008

Design new discrete choice models capturing route choice behavior

Enseignement orienté projet assisté par ordinateur

Sponsor: Fonds d'innovation de la formation de l'EPFL

Team: Michel Bierlaire (PI), Emma Frejinger (PM)

Period: April 01, 2004-March 31, 2006

Develop appropriate case studies for teaching optimization to mechanical engineers

Modèles de prévision de ventes (Sales forecasting models)

Sponsor: infoSource S.A.

Team: Michel Bierlaire (PI&PM)

Period: April 01, 2004-May 31, 2004

Develop forecasting models for sales of various products, such as printers

Optimization methods for advanced discrete choice models

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Michaël Thémans (PM)

Period: April 01, 2004-March 31, 2007

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

Organisation des tournées de bus (Planning of school bus pick-up services)

Sponsor: Ecole Nouvelle de la Suisse Romande

Team: Michel Bierlaire (PI&PM), Michela Thiémard

Period: February 01, 2004-March 31, 2004

Develop a prototype of a decision-aiding system for the bus scheduling problem

TIMS: Tourism Instant Marketing and Shopping

Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.

Team: Michel Bierlaire (PI&PM)

Period: October 01, 2003-December 31, 2003

Develop a simulation tool to assess dynamic pricing and yield management strategies in ski resorts

Structure and use of human activity spaces

Sponsor: Ecole Polytechnique Fédérale de Lausanne

Team: Michel Bierlaire (PI&PM)

Period: June 01, 2003-May 31, 2004

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

Large-scale discrete choice models

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI&PM)

Period: March 25, 2003-March 25, 2004

We investigate methodological developments designed to handle discrete choice models with a large number of alternatives

Développement de modèles suisses de prédiction de la demande en transport pour des applications en temps réel (Development of Swiss models for transportation demand prediction in the context of traffic management systems)

Sponsor: VSS - Association of Swiss Road and Traffic Engineers

Team: Michel Bierlaire (PI&PM), Michaël Thémans

Period: January 01, 2003-December 31, 2004

Development of operational disaggregate demand models for efficient dynamic traffic managment systems

SIMBAD: Simulation-Based Automatic Detection

Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.

Team: Michel Bierlaire (PI), Mats Weber (PM), Gianluca Antonini

Period: October 01, 2002-September 30, 2004

Develop a model-based detection system where the scene analysis is supported by a crowd simulator

Pedestrian simulation

Sponsor: Transport and Mobility Laboratory, EPFL

Team: Michel Bierlaire (PI&PM), Gianluca Antonini, Thomas Robin, Javier Cruz

Period: October 01, 2002-October 01, 2004

We develop models of pedestrian movements based on discrete choice analysis.

Behavioral model-based scene analysis

Sponsor: NCCR Interactive Multimodal Information Management

Team: Michel Bierlaire (PI&PM), Gianluca Antonini

Period: July 01, 2002-June 30, 2005

Development of disaggregate behavior model for scene analysis in the context of video surveillance

Simulation du bloc opératoire et de la salle de réveil (Simulation of the surgery block)

Sponsor: Hôpitaux Universitaires de Genève

Team: Michel Bierlaire (PI&PM)

Period: April 01, 2002-March 31, 2004

Design and implement a model to simulate the operations of the surgery block in the Geneva Hospital

Doped derivative-free algorithms for medical image registration

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Rodrigue Oeuvray (PM)

Period: April 01, 2002-March 31, 2005

Design of a new class of derivative-free algorithms exploiting some derivative information, customized for the image registration problem

New algorithms for the route guidance generation problem

Sponsor: Swiss National Science Foundation

Team: Michel Bierlaire (PI), Frank Crittin (PM)

Period: April 01, 2001-March 31, 2004

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

Algorithmes d'optimisation performants pour le recalage rigide d'images en radiochirurgie et en radiothérapie stéréotaxique fractionnée assistées par ordinateur

Sponsor: Fonds UNIL-EPFL

Team: Michel Bierlaire (PI&PM), Rodrigue Oeuvray

Period: March 01, 2001-March 31, 2002

Development and adaptations of efficient optimisation algorithms dedicated to brain images registration

Plan de gestion du trafic: Etude pilote pour la Suisse Occidentale (traffic management plan: pilot survey in Western Switzerland)

Sponsor: Swiss Federal Road Office

Team: Michel Bierlaire (PI&PM)

Period: March 01, 2001-May 31, 2002

Implementation and evaluation of a real-time traffic prediciton model for the Western Switzerland highway network

PAPABILES

Sponsor: Etat de Vaud

Team: Michel Bierlaire (PI&PM)

Period: March 01, 2000-August 31, 2001

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

Optimisation de grande taille sans dérivés (Large-scale derivate-free optimization)

Sponsor: Ecole Polytechnique Fédérale de Lausanne

Team: Michel Bierlaire (PI&PM), Frank Crittin

Period: January 01, 2000-January 01, 2001

Develop a new research track in large-scale derivative-free optimization

Development and Evaluation of DynaMIT, a real-time Dynamic Traffic Assignment system for traffic prediction and guidance generation

Sponsor: Intelligent Transportation Systems Program, Massachusetts Institute of Technology

Team: Michel Bierlaire (PI&PM), Frank Crittin

Period: October 01, 1998-October 31, 2001

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

Regular teaching

Introduction to optimization and operations research

Year: Fall 2024

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Fabian Torres, Léa Ricard, Marija Kukic, Tom Haering

Mathematical modeling of behavior

Year: Fall 2024

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Evangelos Paschalidis, Negar Rezvany, Cloe Cortes Balcells, Pavel Ilinov

Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Introduction to Transportation Systems

Year: Spring 2024

Section(s): Civil Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Marija Kukic, Negar Rezvany

Optimization and Simulation

Year: Spring 2024

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Cloe Cortes Balcells, Léa Ricard, Pavel Ilinov

Webpage: http://transp-or.epfl.ch/courses/OptSim2024

Introduction to optimization and operations research

Year: Fall 2023

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Fabian Torres, Léa Ricard, Marija Kukic, Tom Haering

Mathematical modeling of behavior

Year: Fall 2023

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Evangelos Paschalidis, Nicola Ortelli, Janody Pougala, Cloe Cortes Balcells

Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Introduction to Transportation Systems

Year: Spring 2023

Section(s): Civil Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Marija Kukic, Janody Pougala, Mengyi Wang

Optimization and Simulation

Year: Spring 2023

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Cloe Cortes Balcells, Selin Atac

Webpage: http://transp-or.epfl.ch/courses/OptSim2023

Introduction to optimization and operations research

Year: Fall 2022

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Fabian Torres, Selin Atac, Marija Kukic, Negar Rezvany

Mathematical modeling of behavior

Year: Fall 2022

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Silvia Varotto, Nicola Ortelli, Cloe Cortes Balcells, Tom Haering

Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Optimization and Simulation

Year: Spring 2022

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Silvia Varotto, Selin Atac, Cloe Cortes Balcells

Webpage: http://transp-or.epfl.ch/courses/OptSim2022

Optimization and Simulation

Year: Spring 2021

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Rico Krueger, Melvin Wong

Webpage: http://transp-or.epfl.ch/courses/OptSim2021

Introduction to optimization and operations research

Year: Fall 2020

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Nour Dougui, Selin Atac, Stefano Bortolomiol, Marija Kukic

Mathematical modeling of behavior

Year: Fall 2020

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Melvin Wong, Rico Krueger, Janody Pougala, Nicola Ortelli

Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Optimization and Simulation

Year: Spring 2020

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Rico Krueger, Melvin Wong

Webpage: http://transp-or.epfl.ch/courses/OptSim2020/

Introduction to optimization and operations research

Year: Fall 2019

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Nour Dougui, Selin Atac, Stefano Bortolomiol, Nicholas Molyneaux

Webpage: https://moodle.epfl.ch/course/view.php?id=14491

Mathematical modeling of behavior

Year: Fall 2019

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Tim Hillel, Meritxell Pacheco, Janody Pougala, Nicola Ortelli

Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Optimization and Simulation

Year: Spring 2019

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Yuki Oyama, Nikola Obrenovic

Webpage: http://transp-or.epfl.ch/courses/OptSim2019/

Introduction à l'optimisation et à la recherche opérationnelle

Year: Fall 2018

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Nikola Obrenovic, Nour Dougui, Stefano Bortolomiol, Selin Atac

Webpage: http://transp-or.epfl.ch/courses/optimization2018/

Mathematical modeling of behavior

Year: Fall 2018

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Meritxell Pacheco, Yuki Oyama, Nicholas Molyneaux

Webpage: http://transp-or.epfl.ch/courses/dca2018

Optimization and Simulation

Year: Spring 2018

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Yuki Oyama, Nikola Obrenovic, Riccardo Scarinci

Teaching assistant: Gael Lederrey, Zhengchao Wang

Webpage: http://transp-or.epfl.ch/courses/OptSim2018/

Introduction à l'optimisation et à la recherche opérationnelle

Year: Fall 2017

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Virginie Lurkin, Gael Lederrey, Nikola Obrenovic

Webpage: http://transp-or.epfl.ch/courses/optimization2017/

Mathematical modeling of behavior

Year: Fall 2017

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Meritxell Pacheco, Anna Fernandez Antolin, Evanthia Kazagli, Yuki Oyama

Webpage: http://transp-or.epfl.ch/courses/dca2017

Enjeux mondiaux : Mobilité A

Year: Spring 2017

Section(s): All sections

Lecturer: Michel Bierlaire

Teaching assistant: Nicholas Molyneaux, Stefan Binder

Webpage: http://moodle.epfl.ch/course/view.php?id=13982

Optimization and Simulation

Year: Spring 2017

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Riccardo Scarinci

Teaching assistant: Marija Nikolic, Stefan Binder

Webpage: http://transp-or.epfl.ch/courses/OptSim2017/

Introduction à l'optimisation et à la recherche opérationnelle

Year: Fall 2016

Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Yousef Maknoon

Webpage: http://transp-or.epfl.ch/courses/optimization2016/

Mathematical modeling of behavior

Year: Fall 2016

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin, Meritxell Pacheco

Webpage: http://transp-or.epfl.ch/courses/dca2016

Enjeux mondiaux : Mobilité A

Year: Spring 2016

Section(s): All sections

Lecturer: Michel Bierlaire

Teaching assistant: Stefan Binder, Shadi Sharif Azadeh

Webpage: http://moodle.epfl.ch/course/view.php?id=13982

Optimization and Simulation

Year: Spring 2016

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Riccardo Scarinci, Yousef Maknoon

Teaching assistant: Iliya Markov, Marija Nikolic

Webpage: http://transp-or.epfl.ch/courses/OptSim2016/

Introduction à l'optimisation et à la recherche opérationnelle

Year: Fall 2015

Section(s): Civil Engineering, Mechanical Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Shadi Sharif Azadeh, Yousef Maknoon

Webpage: http://moodle.epfl.ch/course/view.php?id=14491

Mathematical modeling of behavior

Year: Fall 2015

Section(s): Mathematics, Master in Financial Engineering

Lecturers: Michel Bierlaire, Matthieu de Lapparent

Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin

Webpage: http://transp-or.epfl.ch/courses/dca2015/

Enjeux Mondiaux

Year: Spring 2015

Section(s): All sections

Lecturer: Michel Bierlaire

Teaching assistant: Stefan Binder, Flurin Hänseler

Webpage: http://moodle.epfl.ch/course/view.php?id=13982

Optimization and Simulation

Year: Spring 2015

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Riccardo Scarinci, Yousef Maknoon

Teaching assistant: Tomás Robenek, Marija Nikolic

Webpage: http://transp-or.epfl.ch/courses/OptSim2015/

Introduction à l'optimisation

Year: Fall 2014

Section(s): Civil Engineering, Environmental Sciences and Engineering, Mechanical Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Shadi Sharif Azadeh

Webpage: http://transp-or.epfl.ch/courses/opti2014

Mathematical modeling of behavior

Year: Fall 2014

Section(s): Mathematics, Master in Financial Engineering

Lecturers: Michel Bierlaire, Matthieu de Lapparent

Teaching assistant: Anna Fernandez Antolin, Evanthia Kazagli

Webpage: http://transp-or.epfl.ch/courses/dca2014/

Enjeux mondiaux

Year: Spring 2014

Section(s): All sections

Lecturer: Michel Bierlaire

Teaching assistant: Stefan Binder, Antonin Danalet

Webpage: http://moodle.epfl.ch/course/view.php?id=13982

Optimization and Simulation

Year: Spring 2014

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Riccardo Scarinci, Jianghang Chen

Teaching assistant: Tomás Robenek, Marija Nikolic

Webpage: http://transp-or.epfl.ch/courses/OptSim2014/

Introduction à l'optimisation différentiable

Year: Fall 2013

Section(s): Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science

Lecturer: Michel Bierlaire

Teaching assistant: Nitish Umang

Webpage: http://transp-or.epfl.ch/courses/optimizationfall2013/

Mathematical modeling of behavior

Year: Fall 2013

Section(s): Mathematics, Master in Financial Engineering

Lecturers: Michel Bierlaire, Amanda Stathopoulos

Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin

Webpage: http://transp-or.epfl.ch/courses/dca2013/

Recherche opérationnelle

Year: Fall 2013

Section(s): Civil Engineering, Environmental Sciences and Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Nitish Umang

Webpage: http://transp-or.epfl.ch/courses/rofall2013/

Decision-aid methodologies in transportation

Year: Spring 2013

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Jianghang Chen

Teaching assistant: Evanthia Kazagli, Tomás Robenek

Webpage: http://transp-or.epfl.ch/courses/decisionAid2013

Optimization and Simulation

Year: Spring 2013

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Bilal Farooq, Jianghang Chen

Teaching assistant: Aurélie Glerum, Antonin Danalet

Webpage: http://transp-or.epfl.ch/courses/OptSim2013/

Introduction à l'optimisation différentiable

Year: Fall 2012

Section(s): Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science

Lecturer: Michel Bierlaire

Teaching assistant: Bilge Atasoy

Webpage: http://transp-or.epfl.ch/courses/optimization2012/

Mathematical modeling of behavior

Year: Fall 2012

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Antonin Danalet, Amanda Stathopoulos

Webpage: http://transp-or.epfl.ch/courses/dca2012/

Decision-aid methodologies in transportation

Year: Spring 2012

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Prem Kumar

Teaching assistant: Jingmin Chen, Nitish Umang

Webpage: http://transp-or.epfl.ch/courses/decisionAid2012

Optimization and Simulation

Year: Spring 2012

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Bilal Farooq, Prem Kumar

Teaching assistant: Nitish Umang

Webpage: http://transp-or.epfl.ch/courses/OptSim2012/

Recherche opérationnelle

Year: Spring 2012

Section(s): Civil Engineering, Environmental Sciences and Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Flurin Hänseler

Webpage: http://transp-or.epfl.ch/courses/ro2012

Introduction à l'optimisation différentiable

Year: Fall 2011

Section(s): Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science

Lecturer: Michel Bierlaire

Teaching assistant: Bilge Atasoy, Nitish Umang

Number of students: 92

Mathematical modeling of behavior

Year: Fall 2011

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Aurélie Glerum, Antonin Danalet

Webpage: http://transp-or.epfl.ch/courses/dca2011/

Modélisation des systèmes Énergie et Transports

Year: Fall 2011

Section(s): Civil Engineering

Lecturers: Anne Curchod, Michel Bierlaire

Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Decision-aid methodologies in transportation

Year: Spring 2011

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Prem Kumar

Teaching assistant: Jingmin Chen, Nitish Umang

Webpage: http://transp-or.epfl.ch/courses/decisionAid2011

Intelligent Transportation Systems

Year: Spring 2011

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Gunnar Flötteröd

Webpage: http://moodle.epfl.ch/course/view.php?id=9901

Optimization and Simulation

Year: Spring 2011

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Gunnar Flötteröd

Teaching assistant: Ilaria Vacca

Webpage: http://moodle.epfl.ch/course/view.php?id=6791

Recherche opérationnelle

Year: Spring 2011

Section(s): Civil Engineering, Environmental Sciences and Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Mamy Fetiarison, Francesco Piu

Webpage: http://transp-or.epfl.ch/courses/ro2011/

Mathematical modeling of behavior

Year: Fall 2010

Section(s): Mathematics, Master in Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Aurélie Glerum, Thomas Robin

Webpage: http://transp-or.epfl.ch/dca2010/

Number of students: 24

Modélisation des systèmes Énergie et Transports

Year: Fall 2010

Section(s): Civil Engineering

Lecturers: Anne Curchod, Michel Bierlaire

Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Number of students: 23

Méthodologies d'aide à la décision dans le domaine des transports

Year: Spring 2010

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Gunnar Flötteröd, Jean-Pierre Leyvraz, Niklaus Eggenberg

Number of students: 18

Optimization and Simulation

Year: Spring 2010

Section(s): Doctoral program in Civil and Environmental Engineering

Lecturers: Michel Bierlaire, Gunnar Flötteröd

Teaching assistant: Ilaria Vacca

Webpage: http://moodle.epfl.ch/course/view.php?id=6791

Number of students: 39

Recherche opérationnelle

Year: Spring 2010

Section(s): Civil Engineering, Environmental Sciences and Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Mamy Fetiarison, Bilge Atasoy

Webpage: http://transp-or.epfl.ch/courses/RechOp/09-10

Number of students: 60

Transport et télématique

Year: Spring 2010

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Jean-Pierre Leyvraz

Number of students: 16

Mathematical Modeling of Behavior

Year: Fall 2009

Section(s): Mathematics

Lecturer: Michel Bierlaire

Teaching assistant: Thomas Robin, Jingmin Chen

Webpage: NULL

Number of students: 37

Modélisation des systèmes Énergie et Transports

Year: Fall 2009

Section(s): Civil Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Javier Cruz, Ricardo Hurtubia

Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Number of students: 58

Méthodologies d'aide à la décision dans le domaine des transports

Year: Spring 2009

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Matteo Salani, Jean-Pierre Leyvraz, Gunnar Flötteröd

Webpage: http://moodle.epfl.ch/course/view.php?id=2361

Number of students: 15

Recherche opérationnelle

Year: Spring 2009

Section(s): Civil Engineering, Environmental Sciences and Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Mamy Fetiarison, Jingmin Chen

Webpage: NULL

Number of students: 59

Transport et télématique

Year: Spring 2009

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Jean-Pierre Leyvraz

Number of students: 9

Mathematical modeling of behavior

Year: Fall 2008

Section(s): Mathematics, Management of Technology and Financial Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Thomas Robin, Jeffrey Newman

Webpage: NULL

Number of students: 31

Modélisation des systèmes Énergie et Transports

Year: Fall 2008

Section(s): Civil Engineering, Electrical and Electronics Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Javier Cruz, Ricardo Hurtubia

Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Number of students: 48

Mathematical models and algorithms for decision-making support

Year: Spring 2008

Section(s): Mathematics, Mechanical Engineering

Lecturers: Michel Bierlaire, Matteo Salani

Webpage: NULL

Méthodologies d'aide à la décision dans le domaine des transports

Year: Spring 2008

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Matteo Salani, Jean-Pierre Leyvraz, Zachary Patterson

Number of students: 15

Recherche opérationnelle

Year: Spring 2008

Section(s): Civil Engineering, Environmental Sciences and Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Ilaria Vacca

Number of students: 57

Transport et télématique

Year: Spring 2008

Section(s): Civil Engineering

Lecturers: Michel Bierlaire, Jean-Pierre Leyvraz

Number of students: 9

Modélisation des systèmes Énergie et Transports

Year: Fall 2007

Section(s): Civil Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Javier Cruz

Number of students: 31

Modélisation mathématique du comportement

Year: Fall 2007

Section(s): Mathematics

Lecturer: Michel Bierlaire

Teaching assistant: Carolina Osorio Pizano, Thomas Robin

Recherche opérationnelle

Year: Spring 2007

Section(s): Civil Engineering, Environmental Sciences and Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Matteo Salani

Transport et télématique

Year: Spring 2007

Section(s): Civil Engineering

Lecturer: Michel Bierlaire

Teaching assistant: Jean-Pierre Leyvraz

Modélisation mathématique du comportement

Year: Fall 2006

Section(s): Mathematics

Lecturer: Michel Bierlaire

Teaching assistant: Carolina Osorio Pizano

Number of students: 26

Optimisation 1

Year: Fall 2006

Section(s): Mechanical Engineering, Electrical and Electronics Engineering, Communication Systems

Lecturer: Michel Bierlaire

Teaching assistant: Niklaus Eggenberg

Number of students: 92

Miscellaneous lectures

Economic Applications of Discrete Choice Models

Program: Doctoral Training Unit Minlab, April 08, 2019-April 10, 2019

School: University of Luxembourg

Lecturer: Michel Bierlaire

Mixture Models

Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 24, 2019-March 28, 2019

School: EPFL

Lecturer: Michel Bierlaire

Discrete Panel data

Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 24, 2019-March 28, 2019

School: EPFL

Lecturer: Michel Bierlaire

Simulation-based estimation

Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 24, 2019-March 28, 2019

School: EPFL

Lecturer: Michel Bierlaire

Mathematical Modeling of Choice Behavior: from Theory to Practice

Program: Mathematical Modeling of Choice Behavior: from Theory to Practice , March 12, 2014-March 14, 2014

School: Chaire Francqui Internationale

Lecturer: Michel Bierlaire

Choice theory

Program: Mathematical Modeling of Choice Behavior: from Theory to Practice , March 12, 2014-March 14, 2014

School: Chaire Francqui Internationale

Lecturer: Michel Bierlaire

Binary choice

Program: Mathematical Modeling of Choice Behavior: from Theory to Practice , March 12, 2014-March 14, 2014

School: Chaire Francqui Internationale

Lecturer: Michel Bierlaire

Choice among many alternatives

Program: Mathematical Modeling of Choice Behavior: from Theory to Practice , March 12, 2014-March 14, 2014

School: Chaire Francqui Internationale

Lecturer: Michel Bierlaire

Forecasting

Program: Mathematical Modeling of Choice Behavior: from Theory to Practice , March 12, 2014-March 14, 2014

School: Chaire Francqui Internationale

Lecturer: Michel Bierlaire

Estimation of Binary Choice Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Antonin Danalet, Aurélie Glerum

Multivariate Extreme Value Models - Sampling and Estimation

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Antonin Danalet, Aurélie Glerum

Mixture Models; Simulation-based Estimation

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Antonin Danalet, Aurélie Glerum

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Antonin Danalet, Aurélie Glerum

Estimation of Binary Choice Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Aurélie Glerum, Antonin Danalet

Discrete Panel Data

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Aurélie Glerum, Antonin Danalet

Extreme Value Models; Sampling and Estimation

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Aurélie Glerum, Antonin Danalet

Mixture Models and simulation-based Estimation

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Aurélie Glerum, Antonin Danalet

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Aurélie Glerum, Antonin Danalet

Estimation of Binary Choice Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Thomas Robin, Aurélie Glerum

Discrete Panel Data

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Thomas Robin, Aurélie Glerum

Extreme Value Models; Sampling

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Thomas Robin, Aurélie Glerum

Mixture Models and simulation-based Estimation

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Thomas Robin, Aurélie Glerum

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Thomas Robin, Aurélie Glerum

Nested logit

Program: Short course on Transport Modeling, November 10, 2010

School: EPFL Middle East

Lecturer: Michel Bierlaire

Statistical tests

Program: Short course on Transport Modeling, November 09, 2010

School: EPFL Middle East

Lecturer: Michel Bierlaire

Introduction to choice theory

Program: Short course on Transport Modeling, November 08, 2010

School: EPFL Middle East

Lecturer: Michel Bierlaire

Logit models: 2 alternatives

Program: Short course on Transport Modeling, November 08, 2010

School: EPFL Middle East

Lecturer: Michel Bierlaire

Estimation of binary choice models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 07, 2010-February 11, 2010

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Multivariate Extreme Value Models - Sampling and Estimatio

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 07, 2010-February 11, 2010

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Mixture Models; Simulation-based Estimation

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 07, 2010-February 11, 2010

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 07, 2010-February 11, 2010

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Estimation of Discrete Choice Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 07, 2010-February 11, 2010

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Estimation of binary choice models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2009-March 28, 2009

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2009-March 28, 2009

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Estimation of Discrete Choice Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2009-March 28, 2009

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Mixture Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2009-March 28, 2009

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Analyse de la demande en transport. Les modèles de choix discrets

Program: Formation sur l'économie et la planification des transports, March 19, 2009

School: Office Fédéral des Transports

Lecturer: Michel Bierlaire

Nonlinear specifications

Program: Summer School on 'Discrete Choice Models, July 17, 2008

School: University of Bologna

Lecturer: Michel Bierlaire

Slides: NULL

Tests

Program: Summer School on 'Discrete Choice Models, July 17, 2008

School: University of Bologna

Lecturer: Michel Bierlaire

Slides: NULL

Program: Modeling and Simulation in Logistics, May 19, 2008-May 23, 2008

School: International Institute for the Management of Logistics

Lecturer: Michel Bierlaire

Assistant: Carolina Osorio Pizano

Estimation of binary choice models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 25, 2008-March 29, 2008

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Multivariate Extreme Value Models - Sampling Strategies

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 25, 2008-March 29, 2008

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 25, 2008-March 29, 2008

School: EPFL

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Thomas Robin

A short introduction to discrete choice models

Program: A short introduction to discrete choice models, December 19, 2007-December 20, 2007

School: Universiteit Antwerpen

Lecturer: Michel Bierlaire

Slides: http://transp-or.epfl.ch/courses/ANTWERP07

Modélisation et simulation du comportement -Modèles de choix discret

Program: Modélisation et simulation en logistique, December 10, 2007-December 14, 2007

School: Institut International de Management pour la Logistique

Lecturer: Michel Bierlaire

Assistant: Carolina Osorio Pizano

Modeling transport networks: Route choice models

Program: TransportNET course on Transport Systems, September 10, 2007

School: EPFL

Lecturer: Michel Bierlaire

Modeling and simulation of behavior: discrete choice models

Program: Modeling and Simulation in Logistics, May 03, 2007

School: International Institute for the Management of Logistics

Lecturer: Michel Bierlaire

Assistant: Thomas Robin

Sampling Strategies for Discrete Choice Analysis

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 29, 2007

School: EPFL

Lecturer: Michel Bierlaire

Multivariate (Generalized) Extreme Value Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 27, 2007

School: EPFL

Lecturer: Michel Bierlaire

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 26, 2007

School: EPFL

Lecturer: Michel Bierlaire

Estimation of Binomial Choice Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 25, 2007

School: EPFL

Lecturer: Michel Bierlaire

Modélisation du comportement humain: méthodologie

Program: Modélisation et simulation en logistique, December 11, 2006-December 15, 2006

School: Institut International de Management pour la Logistique

Lecturer: Michel Bierlaire

Assistants: Emma Frejinger, Carolina Osorio Pizano

Introduction à la planification routière

Program: Unité d’enseignement Aménagement urbain, mobilité et environnement, November 14, 2006

School: ENAC, EPFL

Lecturer: Michel Bierlaire

Modélisation du comportement humain: méthodologie

Program: Modeling and Simulation in Logistics, May 01, 2006-May 05, 2006

School: International Institute for the Management of Logistics

Lecturer: Michel Bierlaire

Assistants: Carolina Osorio Pizano, Emma Frejinger

Multivariate (Generalized) Extreme Value Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 28, 2006

School: EPFL

Lecturer: Michel Bierlaire

Specification and Estimation of Logit Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 27, 2006

School: EPFL

Lecturer: Michel Bierlaire

Estimation of Binomial Choice Models

Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 26, 2006

School: EPFL

Lecturer: Michel Bierlaire

Introduction to Continuous optimization: convex methods - Conic programming

Program: ADONET, Doctoral School in Discrete System Optimization, June 21, 2004-July 02, 2004

School: EPFL

Lecturer: Michel Bierlaire

Introduction to continuous optimization: convex methods - Conic quadratic programming

Program: ADONET Doctoral school in Discrete system optimization, June 21, 2004-July 02, 2004

School: EPFL

Lecturer: Michel Bierlaire

Algorithms, Interior point methods

Program: ADONET Doctoral school in Discrete system optimization, June 21, 2004-July 02, 2004

School: EPFL

Lecturer: Michel Bierlaire

Algorithms, Sequential quadratic programming

Program: ADONET Doctoral school in discrete system optimization, June 21, 2004-July 02, 2004

School: EPFL

Lecturer: Michel Bierlaire

Project supervision

Masters theses

Anne-Valérie Preto

Section: Civil Engineering

Differentiation of Modal Preferences in Public Transportation: Analysis and Enhancement of the MOBiSim Model for Scenario Simulation in Lausanne

Supervision:Negar Rezvany, Fabian Torres, Michel Bierlaire

Expert: Antonin Danalet

09/09/2024-24/01/2025

Thamin Maurer

Section: Civil Engineering

TBD

Supervision:Michel Bierlaire

Expert: Etienne Schaefer, SMA

29/04/2024-23/08/2024

Timothée Hirt

Section: Mechanical Engineering

TBD

Supervision:Michel Bierlaire

Expert:

22/04/2024-18/10/2024

Esteban Requena

Section: Civil Engineering

Cost Control Methodology for Infrastructure Projects in Construction Phase

Supervision:Michel Bierlaire

Expert:

01/04/2024-02/08/2024

Martim Beels

TBD

Supervision:Michel Bierlaire

Expert: Dr Christophe Salzmann

18/03/2024-13/09/2024

Antoine Goupil de Bouille

Section: Mathematics

Optimizing Gas Storage Strategies: Addressing Price Fluctuations and Leakage through a Mercuria Case Study

Supervision:Michel Bierlaire, Cloe Cortes Balcells, Fabian Torres

Expert:

20/02/2024-24/06/2024

Mohamed Essayouti

Section: Mathematics

Stochastic on-demand electric vehicle routing and charge scheduling

Supervision:Léa Ricard, Tom Haering, Michel Bierlaire

Expert: Claudia Bongiovanni

19/02/2024-05/07/2024

Alexandre Monti

Section: Mathematics

Application of the information-theoretic clustering to the discrete choice

Supervision:Pavel Ilinov, Evangelos Paschalidis, Michel Bierlaire

Expert:

19/02/2024-28/06/2024

Dixit Sabharwal

Section: Communication Systems

Modeling the Influence of Fear on Daily Activity Scheduling during a Pandemic through an Endogenous Choice Set Formation Approach.

Supervision:Michel Bierlaire, Cloe Cortes Balcells, Janody Pougala

Expert:

19/09/2023-29/01/2024

Pablo Garcia

Section: Civil Engineering

Actualisation des méthodes d'analyse des carrefours giratoires

Supervision:Michel Bierlaire

Expert: Franco Tufo

18/09/2023-02/02/2024

Supervised by Micael Tille

Xinling Li

Section: Civil Engineering

Learning joint rebalancing and dynamic pricing policies for Autonomous Mobility-on-Demand systems

Supervision:Michel Bierlaire

Expert: Filipe Rodrigues

18/09/2023-15/03/2024

Lucas Bataillard

Section: Mathematics

Decision-Focused Learning for Transportation Network Design

Supervision:Michel Bierlaire

Expert: Emma Frejinger

03/04/2023-29/09/2023

Thomas Poulain

Section: Civil Engineering

Optimisation et Déploiement d’une méthode de calculation au sein d’un groupe actif dans le second œuvre

Supervision:Michel Bierlaire

Expert: Bastien Sauve

13/03/2023-30/06/2023

Hilda Horvath

Section: Master in Data Science

Energy efficiency estimation of buildings in Switzerland based on open-source data with machine learning models

Supervision:Michel Bierlaire

Expert: Félix Arbez-Gindre

27/02/2023-25/08/2023

Salim Benchelabi

Section: Mathematics

Capturing dynamics in synthetic population

Supervision:Marija Kukic, Janody Pougala, Michel Bierlaire

Expert: Antonin Danalet

20/02/2023-26/06/2023

Quentin Bochud

Section: Civil Engineering

Synthetic generation of activity motifs

Supervision:Marija Kukic, Janody Pougala, Michel Bierlaire

Expert: Gael Lederrey

20/02/2023-26/06/2023

Olivier Laferrere

Orders Allocation Management with Upstream Consolidation

Supervision:Fabian Torres, Michel Bierlaire

Expert:

01/08/2022-27/01/2023

Pierre Bouquet

Section: Mechanical Engineering

Artificial intelligence for supply chain management and optimisation

Supervision:Michel Bierlaire

Expert:

28/02/2022-11/07/2022

Project made at MIT under the supervision of Yossi Sheffi

Mattia Mariantoni

Section: Mathematics

Targeted COVID-19 policies in Switzerland: A review of different optimization strategies.

Supervision:Michel Bierlaire, Cloe Cortes Balcells, Nour Dougui

Expert: Joseph Lemaitre

20/02/2022-24/06/2022

Nicolas Richter

Section: Civil Engineering

Modélisation du réseau de transports publics genevois à la suite d'un événement réseau

Supervision:Marija Kukic, Janody Pougala, Michel Bierlaire

Expert: Antoine Stroh

21/09/2021-17/01/2022

Isabelle Pumford

Section: Computer science

Simulating realistic traffic flows to predict bridge loadings

Supervision:Tim Hillel, Michel Bierlaire

Expert: Dimitrios Papastergiou, ASTRA

14/09/2020-15/01/2021

Alain Azzi

Section: Mechanical Engineering

Feuille de route pour l'électrification du réseau de bus urbains de Lausanne à l'horizon 2030

Supervision:Nicola Ortelli, Janody Pougala, Michel Bierlaire

Expert: Philippe Seydoux

17/02/2020-14/08/2020

Sergej Gasparovich

Section: Civil Engineering

Generating daily activity schedules using machine learning

Supervision:Janody Pougala, Tim Hillel, Michel Bierlaire

Expert: Antonin Danalet

17/02/2020-19/06/2020

Julien Harbulot

Transportation mode classification with smartphone accelerometer data: An end-to-end deep learning approach

Supervision:Rico Krueger, Michel Bierlaire

Expert: Florent Martin

17/02/2020-08/09/2020

Adrien Nicolet

Section: Civil Engineering

Risk assessment of pedestrian crossings

Supervision:Nicholas Molyneaux, Gael Lederrey, Michel Bierlaire

Expert:

17/02/2020-17/07/2020

René Lugrin

Section: Civil Engineering

Investigations on a pilot-survey for modelling mobility behaviours in Switzerland

Supervision:Meritxell Pacheco, Michel Bierlaire

Expert: Sylvie Garda

23/09/2019-24/01/2020

Oliver Buschor

Section: Civil Engineering

Disruption-caused railway timetable rescheduling problem and its solution

Supervision:Meritxell Pacheco, Stefano Bortolomiol, Michel Bierlaire

Expert: Hellwig Matthias

01/08/2019-20/12/2019

Rym Karime

Section: Civil Engineering

Warehouse inventory management optimization in Rolex SA

Supervision:Nikola Obrenovic, Selin Atac, Michel Bierlaire

Expert: Bruno Delaborde

25/02/2019-23/08/2019

Mohamed Detsouli

Section: Civil Engineering

Dynamic optimization of a bicycle-sharing system

Supervision:Stefano Bortolomiol, Michel Bierlaire

Expert: Frédéric Meunier

18/02/2019-08/07/2019

Jessica Hopkins

Section: Mathematics

Evaluation of Bootstrap methods

Supervision:Tim Hillel, Gael Lederrey, Michel Bierlaire

Expert: Damon Wischik

18/02/2019-21/06/2019

Nicolas Pradignac

Section: Computer science

Heuristic algorithms to find market equilibria in oligopolies

Supervision:Stefano Bortolomiol, Nikola Obrenovic, Michel Bierlaire

Expert: Olivier Gallay

18/02/2019-08/07/2019

Nicola Ortelli

Section: Civil Engineering

Automatic utility specification using machine learning techniques

Supervision:Michel Bierlaire

Expert: Francesco Pereira

18/09/2018-18/01/2019

Thibaut Guillaume Marie Richard

Section: Civil Engineering

Innovative technologies for improvement of airport accessibility with the applications to Geneva Airport

Supervision:Nikola Obrenovic, Selin Atac, Michel Bierlaire

Expert: Philippe Canal, Virginie Marche

18/09/2018-18/01/2019

Charles Jeanbart

Section: Civil Engineering

Moving walkways in train stations

Supervision:Nicholas Molyneaux, Riccardo Scarinci, Michel Bierlaire

Expert: TBD

19/09/2017-03/02/2018

Demotz Vincent

Section: Computer science

Simulator for fleet of autonomous vehicles

Supervision:Riccardo Scarinci, Yuki Oyama, Michel Bierlaire

Expert: Bastien Rojanawisut

21/02/2017-31/07/2017

Salma Deruiche

Section: Civil Engineering

Demand based rolling stock allocation

Supervision:Virginie Lurkin, Stefan Binder, Michel Bierlaire

Expert: Simon Landureau

20/02/2017-16/06/2017

Alexis Gumy

Section: Civil Engineering

Dynamiques de la grande mobilité

Supervision:Matthieu de Lapparent, Michel Bierlaire

Expert: V. Kaufmann, E. Ravalet, Sebastien Munafo

20/02/2017-16/06/2017

Christophe Paillard

Section: Mathematics

Concurrence sur les marchés automobiles européens: une approche par la modélisation de la demande

Supervision:Matthieu de Lapparent, Michel Bierlaire

Expert: Antonin Danalet

20/02/2017-16/06/2017

Mathieu Plourde

Section: Civil Engineering

Modeling Heterogeneity of Drivers Route Choice Behavior in Quebec

Supervision:Evanthia Kazagli, Matthieu de Lapparent, Michel Bierlaire

Expert: Charisma Choudhury

20/02/2017-16/06/2017

Marc-Edouard Schultheiss

Section: Civil Engineering

Integrating Bicycle Travel Demand to a Land-Use and Transport Model

Supervision:Matthieu de Lapparent, Marija Nikolic, Michel Bierlaire

Expert: Christopher Zegras

20/02/2017-16/06/2017

Elisabeth Zbinden

Section: Civil Engineering

Passenger's Connection Time Preferences in Airline Itinerary Choice

Supervision:Virginie Lurkin, Matthieu de Lapparent, Michel Bierlaire

Expert: Laurie Garrow

20/02/2017-16/06/2017

Federico Orsini

Information system for passenger discretionary activities in transport terminals

Supervision:Riccardo Scarinci, Marija Nikolic, Michel Bierlaire

Expert: Riccardo Rossi

15/09/2016-28/02/2017

Raphaël Lüthi

Analysis, tuning, hybridization and design of experiments for an adaptive large neighborhood search (ALNS) heuristic for a complex inventory routing problem

Supervision:Iliya Markov, Yousef Maknoon, Michel Bierlaire

Expert:

22/02/2016-24/06/2016

Anna-Katharina Clodong

Section: Civil Engineering

Discrete choice model for the automobile market: modeling willingness-to-pay for marginal and non marginal changes in car attributes

Supervision:Matthieu de Lapparent, Anna Fernandez Antolin, Michel Bierlaire

Expert:

10/02/2016-10/06/2016

Takao Dantsuji

Section: Civil Engineering

Disaggregate modeling of vehicle-miles traveled: what about users of alternative-fuel vehicles?

Supervision:Matthieu de Lapparent, Anna Fernandez Antolin, Michel Bierlaire

Expert:

15/09/2015-01/02/2016

Guillaume Lopez

Section: Civil Engineering

Decision making for human resource training and allocation

Supervision:Yousef Maknoon, Shadi Sharif Azadeh, Michel Bierlaire

Expert:

15/09/2015-01/02/2016

Ulrich Wehres

Section: Civil Engineering

Robust Design of a Single Line Electrical Bus

Supervision:Shadi Sharif Azadeh, Yousef Maknoon, Michel Bierlaire

Expert:

15/09/2015-01/02/2016

Frédéric Rast

Section: Environmental Sciences and Engineering

Towards Solar Decathlon: evaluation of different mobility scenarios

Supervision:Riccardo Scarinci, Michel Bierlaire

Expert: Philippe Couty

14/09/2015-15/01/2016

Baillif Maurin

Section: Civil Engineering

Modeling consideration and willingness-to-pay for electric and plug-in hybrid electric vehicles in car renewal

Supervision:Matthieu de Lapparent, Anna Fernandez Antolin, Michel Bierlaire

Expert: Yves Delacrétaz

16/02/2015-20/07/2015

Loïc Tinguely

Section: Civil Engineering

Exploiting pedestrian WiFi traces for destination choice modeling

Supervision:Antonin Danalet, Matthieu de Lapparent, Michel Bierlaire

Expert: Andres Sevtsuk

16/02/2015-17/07/2015

Guilhem Pujol

Optimization of arrivals and departure ow management at congested airports

Supervision:Shadi Sharif Azadeh, Michel Bierlaire, Tomás Robenek

Expert:

15/09/2014-31/03/2015

Bastien Rojanawisut

Section: Mathematics

Optimisation of the network design of a futuristic transport system based on accelerated moving walkways

Supervision:Riccardo Scarinci, Iliya Markov, Michel Bierlaire

Expert: Sacha Varone

15/09/2014-16/01/2015

Pierre de Pommerol

Section: Civil Engineering

Development And Implementation Of A Decision Making Tool In Quality Control Networks Using Quantitative System Modeling Techniques

Supervision:Michel Bierlaire

Expert: Prof. Nicolas Zufferey

17/02/2014-20/06/2014

Alexis Dubil

Section: Civil Engineering

Development of a urban distribution model and a strategic decision making tool for Singapore’s freight transport planning

Supervision:Michel Bierlaire, Jianghang Chen

Expert: Der Horng Lee

17/02/2014-20/06/2014

Billal Mahoubi

Section: Civil Engineering

Exploring approaches to model financial decisions

Supervision:Amanda Stathopoulos, Michel Bierlaire

Expert:

17/02/2014-20/06/2014

Ilias Nafai

Section: Civil Engineering

TBD

Supervision:Michel Bierlaire

Expert: Ulrich Weidmann

17/02/2014-20/06/2014

Isabel Tovar

Section: Civil Engineering

Optimisation des tournées de ramassage des employés de l'aéroport de Genève

Supervision:Tomás Robenek, Stefan Binder, Michel Bierlaire

Expert: Philippe Quaglia, Aéroport international de Genève

17/02/2014-20/06/2014

Maëlle Zimmerman

Section: Mathematics

TBD

Supervision:Michel Bierlaire

Expert: Emma Frejinger

17/02/2014-20/06/2014

Silvia Francesca Varotto

How perceptions affect the modal choice? A cross country comparison from a gender oriented point of view

Supervision:Michel Bierlaire, Amanda Stathopoulos, Aurélie Glerum

Expert:

01/03/2013-31/05/2013

Stefan Binder

Section: Environmental Sciences and Engineering

Associations among Household Charasteristics, Vehicle Characteristics and Emission Failures: An Application of Targeted Marketing Data

Supervision:Michel Bierlaire

Expert: Laurie Garrow, GeorgiaTech

17/09/2012-12/02/2013

Frédéric Pythoud

Section: Mathematics

Optimization of an electric bus network

Supervision:Bilge Atasoy, Tomás Robenek, Michel Bierlaire

Expert: Olivier Augé, ABB

17/09/2012-11/01/2013

François Anken

Section: Mathematics

MEETAWAY: Connecting People Optimally

Supervision:Prem Kumar, Bilge Atasoy, Michel Bierlaire

Expert: Pedro Faustino

20/02/2012-06/07/2012

Mahmoud Kharouf

Section: Civil Engineering

A two-stage sequential linear programming approach to optimize security staff at Geneva Airport

Supervision:Michel Bierlaire, Nitish Umang, Prem Kumar

Expert: Vincent-Ruben Jimenez

20/02/2012-06/07/2012

My Hang Nguyen

Section: Civil Engineering

Mode choice models for the city of Nice using psychometric indicators and latent variables

Supervision:Michel Bierlaire, Ricardo Hurtubia, Aurélie Glerum

Expert: Valérie Attas, Veolia

20/02/2012-30/07/2012

Jeanne Ythier

Section: Environmental Sciences and Engineering

Activity space and social network

Supervision:Michel Bierlaire

Expert: Prof. Joan Walker

20/02/2012-06/07/2012

Tomas Robenek

Integrated berth allocation and yard assignment in bulk ports using column generation

Supervision:Michel Bierlaire, Nitish Umang

Expert:

01/02/2012-18/06/2012

Student from DTU, Lyngby, Denmark

Sohrab Sahaleh

Section: Civil Engineering

Pedestrian flow simulation and optimization in transportation hubs (case study)

Supervision:Michel Bierlaire, Bilal Farooq, Antonin Danalet

Expert: Prof. Winnie Daamen

20/09/2011-17/02/2012

Lidija Stankovikj

Section: Mathematics

Hybrid choice models: an application to automobile demand

Supervision:Michel Bierlaire, Aurélie Glerum

Expert:

20/09/2011-17/02/2012

Laurene Aigrain

Section: Civil Engineering

Mobility in the Middle East

Supervision:Michel Bierlaire, Jingmin Chen

Expert: Prof. John Polak

21/02/2011-24/06/2011

Done at Imperial College, London, UK

Aurélien Odobert

Section: Civil Engineering

The urban development effects of a metro line extension : western arm of the Orange Line from Montreal to Laval

Supervision:Michel Bierlaire, Ricardo Hurtubia

Expert: Prof. Zachary Patterson

21/02/2011-24/06/2011

Done at Concordia University, Montréal, Canada

Sabine Luisier

Section: Mathematics

The modeling of the investors behavior

Supervision:Michel Bierlaire, Thomas Robin, Michaël Thémans

Expert: Dr. Frank Crittin, LODH

21/09/2010-21/01/2011

Ines Azaiez

Section: Mathematics

Sampling of alternatives for logit mixture models

Supervision:Michel Bierlaire, Aurélie Glerum

Expert: Prof. Ben-Akiva, MIT

22/02/2010-23/07/2010

Done at the Massachusetts Institute of Technology

Laetitia Bettex

Section: Civil Engineering

Analyse des relations entre la forme urbaine, l'accessibilité aux transports en commun et la mobilité quotidienne des habitants de la ville de Québec, Canada

Supervision:Michel Bierlaire, Ricardo Hurtubia

Expert: Luis Miranda-Moreno, McGill University, Canada

22/02/2010-23/07/2010

Done at McGill University, Montréal, Canada

Alexandre Khelifa

Section: Civil Engineering

Blind Booking Purchase Patterns: discrete choice analysis

Supervision:Michel Bierlaire, Bilge Atasoy, Prem Kumar

Expert: Prof. Laurie Garrow, Georgia Tech.

22/02/2010-23/07/2010

Done at the Georgia Institute of Technology

Julien Eberle

Section: Computer science

Balancing Energy Consumption and Location Precision in Continuous Location Tracking

Supervision:Michel Bierlaire, Jingmin Chen

Expert: Gian Paolo Perrucci

20/02/2010-20/08/2010

Peter G. Swartz

Section: Civil Engineering

Modeling for Strategic Robustness

Supervision:Michel Bierlaire, Prem Kumar

Expert: Prof. Christopher Zegras, MIT

10/02/2010-23/07/2010

Done at the Massachusetts Institute of Technology

Aurélie Glérum

Section: Mathematics

Application of Markov Decision Processes to pipeline data

Supervision:Michel Bierlaire

Expert: Gianluca Antonini

15/09/2009-03/02/2010

Done at the IBM Zurich Research Lab

Willem Himpe

Combining heterogeneous sensor information for the activity tracking of smart phone users

Supervision:Michel Bierlaire, Gunnar Flötteröd, Ricardo Hurtubia

Expert: Prof. Ben Immers, Dr. Chris Tampere

15/09/2009-14/06/2010

Erasmus student from KU Leuven

Antonin Danalet

Section: Mathematics

An Empirical Investigation of the Determinants of Attention to Attributes in Choice Experiments

Supervision:Michel Bierlaire, Michaël Thémans, Thomas Robin

Expert: Prof. Ricardo Scarpa

16/02/2009-19/06/2009

Done at the University of Waikato, Hamilton, New Zealand

Alexandre de Tenorio

Section: Communication Systems

Comparative Study of CLIP-AIR's Multimodal Performance

Supervision:Michel Bierlaire, Matteo Salani, Claudio Leonardi

Expert: François Bouteiller, Baboo

16/02/2009-19/06/2009

Medhi-Seyed Tavakoli

Section: Civil Engineering

Experiences des moyens de transport et choix modal

Supervision:Michel Bierlaire, Thomas Robin

Expert: Dr Christophe Jemelin

16/02/2009-19/06/2009

Atoosa Kasirzadeh

Simulation and optimization in container terminals

Supervision:Michel Bierlaire, Matteo Salani, Ilaria Vacca

Expert: -

19/01/2009-15/06/2009

Student from KTH, Stockholm, Sweden

Carol Kirchhofer

Section: Mathematics

Implementation of attribute strategies in advanced discrete choice models

Supervision:Michel Bierlaire

Expert: Dr. John Rose

15/09/2008-03/02/2009

Done at the University of Sydney, Australia

Lorenza Santini

Section: Mathematics

Extending the framework for MEV discrete choice models

Supervision:Michel Bierlaire

Expert: Mogens Fosgerau

15/09/2008-03/02/2009

Done at the Technical University of Denmark, Copenhagen

Arnaud Vandaele

Measures of congestion in container terminals

Supervision:Michel Bierlaire, Matteo Salani, Ilaria Vacca

Expert:

18/02/2008-20/06/2008

Student from the Faculté Polytechnique de Mons, Belgium

Marine Vidaud

Section: Civil Engineering

Dynamic Traffic Assignment in Lausanne

Supervision:Michel Bierlaire

Expert: Michaël Mahut

18/02/2008-20/06/2008

Done at the Centre des Transports de l'Université de Montréal

Nicolas Anken

Section: Mathematics

Gestion optimale de l'espace dans un système d'entreposage et distribution

Supervision:Michel Bierlaire

Expert: Angel Ruiz, Université Laval, Québec

18/09/2007-18/02/2008

Done at Université Laval, Québec

Fanny Gillieron

Section: Mathematics

Optimization of road traffic counts location

Supervision:Michel Bierlaire

Expert: Prof. Jaime Bacerlo, UPC, Barcelona, Spain

18/09/2007-18/02/2008

Done at Universitat Politecnica de Catalunya, Barcelon, Spain

Lefteris Samartzis

Section: Mathematics

Modélisation de Bruxelles avec UrbanSIM

Supervision:Michel Bierlaire, Zachary Patterson

Expert: Sylvie Gayda, STRATEC

23/10/2006-23/02/2007

Sabina Schneider

Section: Mathematics

Validation d'un modèle de mouvement de piétons

Supervision:Michel Bierlaire, Thomas Robin

Expert: Gianluca Antonin, IBM Research Zürich

23/10/2006-23/02/2007

Marjorie Benz

Section: Mathematics

Customer Centric Revenue Management

Supervision:Michel Bierlaire, Carolina Osorio Pizano

Expert: Daniel Rueda, OpenPricer

16/10/2006-16/02/2007

Flaminio Cadlini

Field experiment on the willingness of the umployed to accept a job, with a mixed logit estimation

Supervision:Michel Bierlaire

Expert: Prof. Rico Maggi, USI

15/03/2006-27/09/2007

Postgrade en statistique, université de Neuchatel

Gianni Farini

Section: Mathematics

Développement d'une étude de cas pour l'analyse des comportements par modèles de choix discrets

Supervision:Michel Bierlaire, Michaël Thémans

Expert: Teghem J., Polytech. Mons, Belgique

01/02/2006-30/06/2006

Lionel Dumartheray

Section: Mathematics

Degenerate nonlinear constrained programming

Supervision:Michel Bierlaire, Michaël Thémans

Expert: Prof. Th. Liebling (EPFL - IMA - ROSO)

16/10/2005-24/02/2006

Frédéric Mivelaz

Section: Mathematics

Utilisation des modèles d'utilité pour évaluer la valeur du temps

Supervision:Michel Bierlaire, Michaël Thémans

Expert: Rico Maggi, Uni. Lugano

15/10/2004-17/02/2005

Semester projects

• Optimisation et Déploiement d’une méthode de calculation au sein d’un groupe actif dans le second œuvre, Thomas Poulain, June 02, 2023
• Optimisation et Déploiement d’une méthode de calculation au sein d’un groupe actif dans le second œuvre, Bastien Sauve (SGC), December 23, 2022
• Heuristic applications for rebalancing operations in one-way car sharing systems, Miguel Chastre Rodrigues, September 30, 2022
• Divide and conquer one-step simulator for synthetic household generation, Xinling Li (SGC), September 15, 2022
• Modeling congestion in a competitive Facility Location Problem, Louise Lallemand, August 26, 2022
• Matrix factorisation methods, Ambroise Favre, June 30, 2021
• Application of sustainable reverse logistics in optimization of last-mile delivery systems, Jacques Roitel, June 30, 2021
• Analyzing Machine learning regularization methods in travel mode choice prediction (ML for Science CS-433), Simon Dayer, Arnaud Guibbert, Khalil Merzouk (SSC), December 17, 2020
• Bayesian analysis of multinomial discrete choice model with t-distributed kernel errors, Thomas Gasos, June 09, 2020
• Welfare-maximizing design of a transportation system, Benjamin Nicolas--Noir, May 29, 2020
• Goodness of fit in DCMs, Jessica Hopkins (SMA), December 21, 2018
• Cost Reduction Uisng Passenger Centric Timetabling, Robert Abboud (SMGT), June 29, 2018
• Emotions and risky discrete choices, Le Sueur Cécile Christianne Anny Déborah Suzanne (SMA), June 02, 2017
• Une modélisation de la grande mobilité, Pauline Hosotte, December 23, 2016
• Grandes mobilités réversibles. Approche par la modélisation dynamique de choix discrets., Alexis Gumy, December 23, 2016
• Modeling evolution of sales of alternative fuel vehicles in Europe, Christophe Paillard (SMA), June 17, 2016
• Solar Decathlon: strategies for a sustainable mobility to achieve the goal of a 2000-Watt society, Charles Albert Jeanbart (SGC), June 17, 2016
• Accelerating moving walkways as a transport mode of the future: system optimization and management, Alexandre Petit, January 15, 2016
• 3D routing approach for air navigation planning for small sized planes, Jamal El Rhazi (SGC), December 19, 2014
• Development and Implementation of a Decision Making Tool in Quality Control Networks using Quantitative System Modeling Techniques, Pierre Jullien de Pommerol (SGC), July 18, 2014
• Demand/supply coupling in pedestrian traffic estimation, Jérémy Rabasco (CSE), January 31, 2014
• Implementation of Tabu Search in Quality Control Networks, Pierre Jullien de Pomerol (SGC), January 20, 2014
• Optimisation des transports scolaires à Grandson II, Franka Tholen (SMA), June 07, 2013
• Job Shop Scheduling in a Medical Parts Production Factory, Nathan Scheinmann (SMA), January 11, 2013
• Robustness and recovery in airline scheduling , Jonathan Blaiberg (SGC), January 11, 2013
• Process Optimization and School Schedules: New Legistlation, New Constraints, Ailin Zhang (SMA), January 11, 2013
• Optimizing Security Staff Operations at Geneva Airport, MAHMOUD KHAROUF, June 20, 2012
• Robustness and Recovery in Berth Allocation Problem, Wei Li (SMGT), January 13, 2012
• Optimizing Train Design in Capacitated Railroads, Stefan Binder, January 12, 2012
• Travel behavior models: an Abu Dhabi case study, Laurène Aigrain (SGC), January 30, 2011
• Testing the algorithm for generating path observation from GPS data, Jensen Anders Fjendbo (SGC), January 15, 2010
• Expérience des moyens de transport et choix modal, Seyed Tavakoli (SGC), June 30, 2009
• Implementation of attribute processing strategies in advanced discrete choice models, Carol Kirchhofer (SMA), February 03, 2009
• Extending the framework for MEV discrete choice models, Lorenza Santini (SMA), February 03, 2009
• Is it possible to reduce the number of panelists in a TDS (Temporal Dominance of Sensations) study without altering the quality of the results?, Aurélie Glérum (SMA), January 06, 2009
• Dynamic Traffic Assignment in Lausanne, Vidaud Marine (SGC), June 20, 2008
• Development of mode choice models in Trieste, Violin Alessia (SMA), June 17, 2008
• Dynamic Traffic Assignment in Lausanne (préétude), Vidaud Marine (SGC), January 14, 2008
• Modèle de classes latentes en analyse de choix discret, Kirchhofer Carol (SMA), January 07, 2008
• Modèles GEV et MEV, Santini Lorenza (SMA), January 07, 2008
• Etude du comportement d'achat des consommateurs, Alexandre Xavier (SMA), June 29, 2007
• Modèles de choix discret pour la reconnaissance des expressions faciales statiques, Danalet Antonin (SMA), February 16, 2007
• Detection of behavioral inconsistency in Revealed Preferences surveys , Laurence de Torrenté and Ariane Wenger (SMA), February 01, 2006
• Detection of behavioral inconsistency in Revealed Preferences surveys , Julie Marc (SMA), June 23, 2005
• Discrete choice models: development of case studies, Frédéric Anken (SMA), June 22, 2005
• Different strategies for trust-region size management, Emmanuel Leclercq (SMA), June 20, 2005
• Stated Preferences Survey for the choice of exchange university, Eric Von Aarburg (SMA), June 20, 2005
• Calibration of models for transportation demand in the context of real-time applications, Mohamed Rhmari Tlemçani (SSC), June 25, 2004
• On the convergence of multi-dimensional filter methods, Lionel Dumartheray (SMA), June 23, 2004
• Discrete choice models to capture drivers behavior in response to real-time traffic information, Thomas Quentin Maillard (SMA), June 20, 2003
• Empirical analysis of the correlation in discrete choice models, Steve Salom (SSC), February 01, 2003
• Activity organization and ICT, Laetitia Bettex (SGC)
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