Technical reports

Krueger et al., 2020
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. Research theme(s): Discrete choice [Model estimation, Mixtures]

Lederrey et al., 2019
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. Research theme(s): Discrete choice [Model estimation][Download PDF]

Bortolomiol et al., 2019
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. Research theme(s): Operations research [Mixed integer programming], Discrete choice [Applications], Game Theory, Consumer behavior[Download PDF]

Molyneaux et al., 2019
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. Research theme(s): Transportation research [Pedestrians, Traffic management][Download PDF]

Mueller et al., 2019
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. Research theme(s): Transportation research [Environmental issues][Download PDF]

Hillel et al., 2019
Hillel, T., Bierlaire, M., and Ying, J. (2019). A systematic review of machine learning methodologies for modelling passenger mode choice. Technical report TRANSP-OR 191025. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice], Discrete choice [Machine learning][Download PDF]

Bansal et al., 2019
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. Research theme(s): Discrete choice [Mixtures, Model estimation]

Bierlaire, 2018
Bierlaire, M. (2018). Estimating choice models with latent variables with PandasBiogeme. Technical report TRANSP-OR 181227. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Download PDF]

Bierlaire, 2018
Bierlaire, M. (2018). Calculating indicators with PandasBiogeme. Technical report TRANSP-OR 181223. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Applications][Download PDF]

Bierlaire, 2018
Bierlaire, M. (2018). PandasBiogeme: a short introduction. Technical report TRANSP-OR 181219. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Download PDF]

Scarinci et al., 2018
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. Research theme(s): Transportation research [Public transportation][Download PDF]

Xia et al., 2018
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. arXiv Research theme(s): Transportation research [Origin-destination matrices]

Markov et al., 2017
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. Research theme(s): [Download PDF]

Pacheco et al., 2017
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. Research theme(s): Operations research [Mixed integer programming, Simulation], Consumer behavior[Download PDF]

Kazagli et al., 2017
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. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice][Download PDF]

Bierlaire and Lurkin, 2017
Bierlaire, M., and Lurkin, V. (2017). Introduction to disaggregate demand models. Technical report TRANSP-OR 170508. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Download PDF]

Binder et al., 2017
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. Research theme(s): [Download PDF]

Scarinci et al., 2017
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. Research theme(s): Operations research [Heuristics], Transportation research [Public transportation][Download PDF]

Nikolic et al., 2017
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. Research theme(s): [Download PDF]

Fernandez-Antolin et al., 2016
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. Research theme(s): [Download PDF]

Robenek et al., 2016
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. Research theme(s): Operations research [Mixed integer programming, Heuristics], Transportation research [RAILWAYS AND RAILROADS, Departure time choice][Download PDF]

Markov et al., 2016
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. Research theme(s): [Download PDF]

Nikolic and Bierlaire, 2016
Nikolic, M., and Bierlaire, M. (2016). Data-driven characterization of pedestrian flows. Technical report TRANSP-OR 160815. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): [Download PDF]

Scarinci et al., 2016
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. Research theme(s): [Download PDF]

Maknoon et al., 2016
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. Research theme(s): Transportation research [RAILWAYS AND RAILROADS][Download PDF]

Bierlaire, 2016
Bierlaire, M. (2016). PythonBiogeme: a short introduction. Technical report TRANSP-OR 160706. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Download PDF]

Binder et al., 2016
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. Research theme(s): Transportation research [RAILWAYS AND RAILROADS][Download PDF]

Robenek et al., 2016
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. Research theme(s): Operations research [Heuristics, Scheduling], Transportation research [RAILWAYS AND RAILROADS, Public transportation][Download PDF]

Fernandez-Antolin et al., 2016
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. Research theme(s): Transportation research [Value of time, Mode choice], Discrete choice [Model estimation, Model specification][Download PDF]

Scarinci et al., 2016
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. Research theme(s): [Download PDF]

Bierlaire and Sharif Azadeh, 2016
Bierlaire, M., and Sharif Azadeh, S. (2016). Demand-based discrete optimization. Technical report 160209. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Mixed integer programming], Discrete choice [Applications][Download PDF]

Danalet et al., 2015
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. Research theme(s): Transportation research [Pedestrians, Intelligent Transportation Systems], Discrete choice [Mixtures, Model specification], Consumer behavior[Download PDF]
Published as: Location choice with longitudinal WiFi data, Journal of Choice Modelling 18():1-17 (2016).

Bierlaire, 2015
Bierlaire, M. (2015). BisonBiogeme: syntax of the modeling language. Technical report TRANSP-OR 151102. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Download PDF]

Hänseler et al., 2015
Hänseler, F.S., Lam, W.H.K., Bierlaire, M., Lederrey, G., and Nikolic, M. (2015). A dynamic network loading model for anisotropic and congested pedestrian flows. Technical report TRANSP-OR 151026. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Nonlinear optimization], Transportation research [Pedestrians, Public transportation], Discrete choice [Model specification, Model estimation][Download PDF]

Hänseler et al., 2015
Hänseler, F.S., Bierlaire, M., and Scarinci, R. (2015). Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study. Technical report TRANSP-OR 151008. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Least squares], Transportation research [Public transportation, Pedestrians], Discrete choice [Model estimation][Download PDF]

Robenek et al., 2015
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. Research theme(s): Operations research [Scheduling, Mixed integer programming], Transportation research [RAILWAYS AND RAILROADS, Public transportation][Download PDF]

Maknoon et al., 2015
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. Research theme(s): Transportation research [Airlines, GPS data]

Kazagli et al., 2015
Kazagli, E., Bierlaire, M., and Flötteröd, G. (2015). Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations. Technical report TRANSP-OR 150824. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Model specification][Download PDF]

Bierlaire, 2015
Bierlaire, M. (2015). BisonBiogeme: estimating a first model. Technical report TRANSP-OR 150720. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Download PDF]

Hänseler et al., 2015
Hänseler, F.S., Molyneaux, N., and Bierlaire, M. (2015). Estimation of pedestrian origin-destination demand in train stations. Technical report TRANSP-OR 150703. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Least squares], Transportation research [Origin-destination matrices, Pedestrians], Discrete choice [Route choice, Model estimation][Download PDF]

Nikolic et al., 2015
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. Research theme(s): Operations research [Simulation], Transportation research [Pedestrians, Public transportation], Discrete choice [Model estimation, Mixtures][Download PDF]

Markov et al., 2015
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. Research theme(s): Operations research [Vehicle routing, Heuristics], Transportation research [Freight and logistics][Download PDF]

Hänseler et al., 2015
Hänseler, F.S., Molyneaux, N., and Bierlaire, M. (2015). Schedule-based estimation of pedestrian origin-destination demand in railway stations. Technical report TRANSP-OR 150108. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Least squares], Transportation research [Origin-destination matrices, Pedestrians], Discrete choice [Route choice, Model estimation][Download PDF]

Bierlaire, 2015
Bierlaire, M. (2015). Monte-Carlo integration with PythonBiogeme. Technical report 150806. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Download PDF]

Saujot et al., 2015
Saujot, M., de Lapparent, M., Arnaud, E., and Prados, E. (2015). To make LUTI models operational tools for planning. Technical report 150310. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Land use and Transportation][Download PDF]

Peiravian, Lapparent, Derrible, 2015
Peiravian, F., de Lapparent, M., and Derrible, S. (2015). Exploration of the Complex Similarity of Urban System Components. Technical report 150121. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): [Download PDF]

Gaudry and Lapparent 2015
Gaudry, M., and de Lapparent, M. (2015). Attitudes to Distance, Time and Cost in Logit Transport Choice Models. Technical report 150113. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): [Download PDF]

Lapparent and Koning 2015
de Lapparent, M., and Koning, M. (2015). Travel discomfort-time tradeoffs in Paris subway: an empirical analysis using interval regression models. Technical report 150112. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Stated preferences, Model specification], Consumer behavior[Download PDF]

Moret et al., 2014
Moret, S., Bierlaire, M., and Maréchal, F. (2014). Robust Optimization for Strategic Energy Planning. Technical report TRANSP-OR 141115. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Robust optimization], Energy[Download PDF]

Bierlaire, 2014
Bierlaire, M. (2014). Simulation and optimization in transportation: a short review. Technical report TRANSP-OR 141113. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation-based optimization, Simulation][Download PDF]

Glerum and Bierlaire, 2014
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. Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification, Model estimation][Download PDF]

Buczkowska, Coulombel and Lapparent 2014
Buczkowska, S., Coulombel, N., and de Lapparent, M. (2014). Euclidean distance versus travel time in business location: A probabilistic mixture of hurdle-Poisson models. Technical report 141031. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Land use and Transportation], Other[Download PDF]

Lai and Bierlaire, 2014
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. Research theme(s): Discrete choice [Route choice, Multivariate Extreme Value models (or GEV)][Download PDF]

Hänseler et al., 2013
Hänseler, F.S., Bierlaire, M., Farooq, B., and , . (2013). An aggregate model for transient and multi-directional pedestrian flows in public walking areas. Technical report TRANSP-OR 131219. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Pedestrians, Public transportation], Discrete choice [Route choice, Model estimation][Download PDF]

Umang et al., 2013
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. Research theme(s): Operations research [Scheduling, Mixed integer programming][Download PDF]

Danalet et al., 2013
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. Research theme(s): Operations research [Shortest paths], Transportation research [Pedestrians, GPS data]
Published as: A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures, Transportation Research Part C: Emerging Technologies 44():146 - 170 (2014).

Hänseler et al., 2013
Hänseler, F.S., Molyneaux, N., Thémans, M., and Bierlaire, M. (2013). Pedestrian strategies within railway stations: Analysis and modeling of pedestrian flows (PedFlux Mid-Term Report). Technical report TRANSP-OR 130920. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Pedestrians, Public transportation]

Hurtubia et al., 2013
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. Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model specification, Model estimation][Download PDF]

Atasoy et al. 2013
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. Research theme(s): Operations research [Heuristics, Combinatorial optimization], Transportation research [Airlines][Download PDF]

Umang et al., 2013
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. Research theme(s): Operations research [Scheduling, Simulation], Transportation research [Freight and logistics][Download PDF]

Farooq et al., 2013
Farooq, B., Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2013). Simulation based Synthesis of Population. Technical report TRANSP-OR 130125. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Land use and Transportation][Download PDF]

Schuler et al., 2012
Schuler, M., Faure, P., Munafò, S., Danalet, A., and Dessemontet, P. (2012). Projektstudie über den kombinierten Verkehr : Verbesserung der Dienstleistungsqualität und Entwicklung der Fahrgastzahlen bei PostAuto. Technical report TRANSP-OR 121201. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Public transportation, Land use and Transportation], Consumer behavior[Download PDF]

Schuler et al., 2012
Schuler, M., Faure, P., Munafò, S., Danalet, A., and Dessemontet, P. (2012). Amélioration de la qualité de service et évolution de la fréquentation de CarPostal. Technical report TRANSP-OR 121130. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Public transportation, Land use and Transportation], Consumer behavior[Download PDF]

Robenek et al., 2012
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. Research theme(s): Operations research [Column generation, Scheduling][Download PDF]

Farooq et al., 2012
Farooq, B., Miller, E. J., Chingcuanco, F., and Giroux-Cook, M. (2012). Microsimulation framework for urban price-taker markets. Technical report TRANSP-OR 120827. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation][Download PDF]
Published as: Microsimulation Framework for Urban Price-Taker Markets, Journal of Transport and Land Use 6(1): (2013).

Farooq et al., 2012b
Farooq, B., Miller, E. J., and Haider, M. (2012). A Multidimensional Decisions Modelling Framework for Built Space Supply. Technical report TRANSP-OR 120826. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s):
Published as: A Multidimensional Decisions Modelling Framework for Built Space Supply, Journal of Transport and Land Use 6(3): (2013).

Haenseler et al., 2012
Hänseler, F.S., Sahaleh, S., Farooq, B., Lavadinho, S., Thémans, M., and Bierlaire, M. (2012). Final report on the modeling part of the "Flux pietons Gare de Lausanne" project within the framework of "Leman 2030". Technical report TRANSP-OR 120801. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s):

Ythier et al., 2012
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. Research theme(s): Transportation research [GPS data], Discrete choice [Model specification][Download PDF]

Atasoy et al. 2012
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. Research theme(s): Operations research [Scheduling], Transportation research [Airlines], Discrete choice [Model estimation][Download PDF]
Published as: Impact analysis of a flexible air transportation system, European Journal of Transport and Infrastructure Research 13(2):123-146 (2013).

Bierlaire M. and Chen J. 2012
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. Research theme(s): Transportation research [Intelligent Transportation Systems, GPS data][Download PDF]

Atasoy et al. 2012
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. Research theme(s): Operations research [Scheduling], Transportation research [Airlines], Discrete choice [Model estimation][Download PDF]
Published as: An integrated airline scheduling, fleeting and pricing model for a monopolized market, Computer-Aided Civil and Infrastructure Engineering 29(2):76-90 (2014).

Atasoy & Bierlaire, 2012
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. Research theme(s): Transportation research [Airlines], Discrete choice [Model estimation, Model specification][Download PDF]

Glerum et al., 2012
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. Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model estimation, Model specification][Download PDF]

Kumar and Bierlaire, 2012
Kumar, P., and Bierlaire, M. (2012). Multi-Objective Airport Gate Assignment Problem in Planning and Operations. Technical report TRANSP-OR 120321. TECHNICAL REPORT TRANSP-OR EPFL Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Scheduling, Combinatorial optimization], Transportation research [Airlines][Download PDF]

Danalet and Sahaleh, 2012
Danalet, A., and Sahaleh, S. (2012). Projet de recherche sur la mobilité combinée : Rapport de l'enquête de préférences déclarées. Technical report TRANSP-OR 120315. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Public transportation, Mode choice], Discrete choice [Stated preferences, Model estimation], Consumer behavior[Download PDF]

Glerum et al., 2012
Glerum, A., Stankovikj, L., Thémans, M., and Bierlaire, M. (2012). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions. Technical report TRANSP-OR 120217. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Stated preferences], Consumer behavior[Download PDF]

Hurtubia and Bierlaire, 2012
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. Research theme(s): Transportation research [Land use and Transportation], Discrete choice [Model estimation][Download PDF]

Umang et al., 2012
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. Research theme(s): Operations research [Scheduling, Heuristics][Download PDF]

Cruz-Mota et al, 2011
Cruz, J., Bierlaire, M., and Thiran, J.-Ph. (2011). Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking. Technical report TRANSP-OR 111027. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Computer vision, Image analysis[Download PDF]

Kumar and Bierlaire, 2011
Kumar, P., and Bierlaire, M. (2011). Optimizing Fueling Decisions for Locomotives in Railroad Networks. Technical report TRANSP-OR 111006. TECHNICAL REPORT TRANSP-OR EPFL Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Scheduling, Robust optimization], Transportation research [RAILWAYS AND RAILROADS][Download PDF]

Atasoy et al., 2011
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. Research theme(s): Operations research [Scheduling], Transportation research [Airlines][Download PDF]

Bierlaire et al., 2011
Bierlaire, M., Curchod, A., Danalet, A., Doyen, E., Faure, P., Glerum, A., Kaufmann, V., Tabaka, K., and Schuler, M. (2011). Projet de recherche sur la mobilité combinée, Rapport définitif de l'enquête de préférences révélées. Technical report TRANSP-OR 110704. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Public transportation, Mode choice], Discrete choice [Model estimation, Model specification], Consumer behavior[Download PDF]

Flötteröd and Bierlaire, 2011
Flötteröd, G., and Bierlaire, M. (2011). Metropolis-Hastings sampling of paths. Technical report TRANSP-OR 110606. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation], Discrete choice [Route choice][Download PDF]

Corthout, Flötteröd, Viti, Tampere (2011)
Corthout, R., Flötteröd, G., Viti, F., and Tampere, C. (2011). Non-unique flows in macroscopic first-order intersection models. Technical report TRANSP-OR 110520. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment][Download PDF]

Atasoy et al., 2011
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. Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification][Download PDF]

Vacca et al., 2011
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. Research theme(s): Operations research [Column generation, Combinatorial optimization], Transportation research [Maritime, Freight and logistics][Download PDF]

Robin and Bierlaire (2011)
Robin, T., and Bierlaire, M. (2011). Modeling the behavior of investors. Technical report . Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification]

Flötteröd, Chen, and Nagel (2010)
Flötteröd, G., Chen, Y., and Nagel, K. (2010). Behavioral calibration and analysis of a large-scale travel microsimulation. Technical report TRANSP-OR 101212. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Origin-destination matrices, Dynamic Traffic Assignment][Download PDF]

Flötteröd and Rohde (2010)
Flötteröd, G., and Rohde, J. (2010). Operational macroscopic modeling of complex urban road intersections. Technical report TRANSP-OR 101204. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment, Traffic management][Download PDF]
Published as: Operational macroscopic modeling of complex urban intersections, Transportation Research Part B: Methodological 45(6):903-922 (2011).

Osorio and Bierlaire, 2010
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. Research theme(s): Operations research [Simulation-based optimization, Derivative free optimization], Transportation research [Traffic management][Download PDF]

Salani et al., 2010
Salani, M., Vacca, I., and Bierlaire, M. (2010). Two-stage column generation. Technical report TRANSP-OR 101130. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Combinatorial optimization, Column generation][Download PDF]

Flötteröd and Liu (2010)
Flötteröd, G., and Liu, R. (2010). Disaggregate path flow estimation in an iterated DTA microsimulation. Technical report TRANSP-OR 101116. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Origin-destination matrices, Dynamic Traffic Assignment][Download PDF]

Bierlaire et al., 2010
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. Research theme(s): Transportation research [GPS data], Discrete choice [Route choice][Download PDF]

Flötteröd and Bierlaire, 2010
Flötteröd, G., and Bierlaire, M. (2010). A framework for the data-consistent deployment of urban microsimulations. Technical report TRANSP-OR 100904. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Land use and Transportation, Intelligent Transportation Systems][Download PDF]

Osorio, Flötteröd, and Bierlaire, 2010
Osorio, C., Flötteröd, G., and Bierlaire, M. (2010). Dynamic network loading: a differentiable model that derives link state distributions. Technical report TRANSP-OR 100815. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Queueing], Transportation research [Dynamic Traffic Assignment][Download PDF]
Published as: Dynamic network loading: a differentiable model that derives link state distributions, Transportation Research Part B: Methodological 45(9):1410-1423 (2011).

Leyvraz J-P., 2010
Leyvraz, J. (2010). Programme d’agglomération Lausanne-Morges AFTPU : Fourniture d’indicateurs pour alimenter l’analyse multicritères en vue du choix de la variante pour la desserte nord, rapport final. Technical report TRANSP-OR 100716. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice, Route choice][Download PDF]

Fosgerau et al., 2010
Fosgerau, M., McFadden, D., and Bierlaire, M. (2010). Choice probability generating functions. Technical report TRANSP-OR 100605. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Multivariate Extreme Value models (or GEV)][Download PDF]

Robin et al. (2010)
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. Research theme(s): Image analysis, Computer vision[Download PDF]

Osorio and Bierlaire, 2010
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. Research theme(s): Operations research [Queueing][Download PDF]

Hurtubia, Gallay and Bierlaire, 2010
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. Research theme(s): [Download PDF]

Eggenberg et al, 2010
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. Research theme(s): Operations research [Scheduling, Robust optimization], Transportation research [Airlines][Download PDF]

Flötteröd, Bierlaire, and Nagel, 2010
Flötteröd, G., Bierlaire, M., and Nagel, K. (2010). Bayesian demand calibration for dynamic traffic simulations. Technical report TRANSP-OR 100105. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment, Origin-destination matrices][Download PDF]
Published as: Bayesian demand calibration for dynamic traffic simulations, Transportation Science 45(4):541-561 (2011).

Gallay, 2010
Gallay, O. (2010). Starting with UrbanSim: On the Creation of an Introductory Project. Technical report . Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Land use and Transportation][Download PDF]

Hashemi, Hongler and Gallay, 2010
Hashemi, F., Hongler, M., and Gallay, O. (2010). Spatio-Temporal Patterns for a Generalized Innovation Diffusion Model. Technical report . Technical report TRANSP-OR Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Consumer behavior[Download PDF]

Salani and Vacca, 2009
Salani, M., and Vacca, I. (2009). Branch and Price for the Vehicle Routing Problem with Discrete Split Deliveries and Time Windows. Technical report TRANSP-OR 091224. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Column generation, Vehicle routing][Download PDF]
Published as: Branch and Price for the Vehicle Routing Problem with Discrete Split Deliveries and Time Windows, European Journal of Operational Research 213(3):470-477 (2011).

Swartz et al. 2009
Swartz, P. G., Duyckaerts, G., and Salani, M. (2009). Ambush avoidance in Vehicle Routing for valuable delivery. Technical report TRANSP-OR 091216. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Vehicle routing], Game Theory[Download PDF]

Chiraphadhanakul et Eggenberg, 2009
Chiraphadhanakul, V., and Eggenberg, N. (2009). How to evaluate the robustness of airlines schedules. Technical report TRANSP-OR 091006. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Robust optimization], Transportation research [Airlines][Download PDF]

Osorio and Bierlaire, 2009
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. Research theme(s): Operations research [Queueing], Transportation research [Traffic management][Download PDF]

Flötteröd and Rohde, 2009
Flötteröd, G., and Rohde, J. (2009). Modeling complex intersections with the cell-transmission model. Technical report TRANSP-OR 090719. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment][Download PDF]

Sorci et al., 2009
Sorci, M., Robin, T., Cruz, J., Bierlaire, M., and Thiran, J.-Ph. (2009). Modelling human perception of facial expressions. Technical report TRANSP-OR 090706. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification], Computer vision[Download PDF]

Bierlaire, Hurtubia, and Flötteröd, 2009
Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Technical report TRANSP-OR 090518. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Model estimation][Download PDF]
Published as: An analysis of the implicit choice set generation using the Constrained Multinomial Logit model, Transportation Research Record 2175():92-97 (2010).

Cruz-Mota et al., 2009
Cruz, J., Bogdanova, I., Paquier, B., Bierlaire, M., and Thiran, J.-Ph. (2009). Scale Invariant Feature Transform on the Sphere: Theory and Applications. Technical report TRANSP-OR 090426. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Computer vision, Image analysis[Download PDF]
Published as: Scale Invariant Feature Transform on the Sphere: Theory and Applications, International Journal of Computer Vision 98(2):217-241 (2012).

Lämmel and Flötteröd, 2009
Lämmel, G., and Flötteröd, G. (2009). Towards system optimum: Finding optimal routing strategies in time dependent networks for large-scale evacuation problems. Technical report TRANSP-OR 090420. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment, Pedestrians][Download PDF]

Giallombardo et al., 2009
Giallombardo, G., Moccia, L., Salani, M., and Vacca, I. (2009). Modeling and Solving the Tactical Berth Allocation Problem. Technical report TRANSP-OR 090312. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Combinatorial optimization, Heuristics], Transportation research [Freight and logistics, Maritime][Download PDF]
Published as: Modeling and Solving the Tactical Berth Allocation Problem, Transportation Research Part B: Methodological 44(2):232-245 (2010).

Alahi et al., 2009
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. Research theme(s): Computer vision[Download PDF]

Bierlaire and Robin, 2009
Bierlaire, M., and Robin, T. (2009). Pedestrians choices. Technical report TRANSP-OR 090303. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Pedestrians], Discrete choice [Model specification][Download PDF]

Flötteröd, 2009
Flötteröd, G. (2009). Macroscopic Network Loading of Microscopic Network Demand. Technical report TRANSP-OR 090115. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment][Download PDF]

Eggenberg and Salani, 2009
Eggenberg, N., and Salani, M. (2009). Uncertainty Feature Optimization for the Airline Scheduling Problem. Technical report TRANSP-OR 090105. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): [Download PDF]

Eggenberg et al, 2009b
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. Research theme(s): Operations research [Scheduling, Combinatorial optimization], Transportation research [Airlines][Download PDF]

Eggenberg et al, 2009
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. Research theme(s): [Download PDF]

Newman 2009
Newman, J. P (2009). Systematically heterogeneous covariance in network GEV Models. Technical report . Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)][Download PDF]

Flötteröd et al., 2008
Flötteröd, G., Bierlaire, M., and Nagel, K. (2008). Bayesian calibration of dynamic traffic simulations. Technical report TRANSP-OR 081028. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment][Download PDF]

Osorio and Bierlaire, 2008
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. Research theme(s): Operations research [Queueing], Transportation research [Traffic management][Download PDF]

Alahi et al., 2008
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. Research theme(s): Image analysis, Computer vision[Download PDF]

Salani and Vacca, 2008
Salani, M., and Vacca, I. (2008). Two-stage column generation and applications. Technical report TRANSP-OR 081002. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Column generation, Combinatorial optimization][Download PDF]

Patterson and Bierlaire, 2008
Patterson, Z., and Bierlaire, M. (2008). Development of Prototype UrbanSim Models. Technical report TRANSP-OR 080814. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Land use and Transportation][Download PDF]

Cruz et al., 2008
Cruz, J., Bierlaire, M., and Thiran, J.-Ph. (2008). Multiple-View Scenes: Reconstruction and Virtual Views. Technical report TRANSP-OR 080710. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Computer vision, Image analysis[Download PDF]

Vacca et al., 2008
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. Research theme(s): Operations research [Combinatorial optimization], Transportation research [Freight and logistics, Maritime][Download PDF]

Patterson and Hurtubia 2008
Patterson, Z., and Hurtubia, R. (2008). A Prototype Integrated Transportation Land-use Model for the Lausanne Region. Technical report . Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Land use and Transportation][Download PDF]

Vacca et al., 2007
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. Research theme(s): Operations research [Combinatorial optimization], Transportation research [Freight and logistics, Maritime]

Frejinger and Bierlaire, 2007
Frejinger, E., and Bierlaire, M. (2007). Sampling of Alternatives for Route Choice Modeling. Technical report TRANSP-OR 071121. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Model specification, Route choice][Download PDF]

Robin et al., 2007
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. Research theme(s): Transportation research [Pedestrians], Discrete choice [Model specification][Download PDF]
Published as: Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56 (2009).

Gao et al., 2007
Gao, S., Frejinger, E., and Ben-Akiva, M. (2007). Adaptive Route Choice Models in Stochastic Time-Dependent Networks. Technical report TRANSP-OR 070730. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice][Download PDF]
Published as: Adaptive Route Choice Models in Stochastic Time-Dependent Networks, Transportation Research Record 2085():136-143 (2008).

Antonini et al., 2007
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. Research theme(s): Transportation research [Pedestrians][Download PDF]

Fosgerau and Bierlaire, 2007
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. Research theme(s): Discrete choice [Model specification][Download PDF]
Published as: Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological 43(5):494-505 (2009).

Bierlaire et al., 2007
Bierlaire, M., Leyvraz, J., Paulus, P., and Robin, T. (2007). Montage d’une matrice multimodale 2020 avec le modèle EMME/2 de l’agglomération Lausanne-Morges. Technical report TRANSP-OR 070614. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Origin-destination matrices, Mode choice][Download PDF]

Osorio and Bierlaire, 2007
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. Research theme(s): Operations research [Queueing][Download PDF]
Published as: An analytic finite capacity queueing network model capturing the propagation of congestion and blocking, European Journal of Operational Research 196(3):996-1007 (2009).

Bierlaire and Lucadamo, 2007
Bierlaire, M., and Lucadamo, A. (2007). Sampling of alternatives using multidimensional analysis. Technical report TRANSP-OR 070522. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Download PDF]

Bierlaire et al., 2007
Bierlaire, M., Thémans, M., and Zufferey, N. (2007). A heuristic for nonlinear global optimization. Technical report TRANSP-OR 070430. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Nonlinear optimization, Combinatorial optimization][Download PDF]

Bierlaire, 2007
Bierlaire, M. (2007). Recent methodological developments in discrete choice models. Technical report TRANSP-OR 070415. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures][Download PDF]

Bierlaire and Frejinger, 2007
Bierlaire, M., and Frejinger, E. (2007). Route choice modeling with network-free data. Technical report TRANSP-OR 070214. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice, GPS data], Discrete choice [Model estimation, Route choice][Download PDF]
Published as: Route choice modeling with network-free data, Transportation Research Part C: Emerging Technologies 16(2):187-198 (2008).

Bierlaire and Frejinger, 2007
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. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Model specification][Download PDF]

Leyvraz et al., 2006
Leyvraz, J., Mattenberger, P., and Robert-Grandpierre, A. (2006). Mise à jour majeure de la modélisation EMME2 de l'agglomération Lausanne-Morges. Technical report TRANSP-OR 061208. Research theme(s): Transportation research [Origin-destination matrices][Download PDF]

Bierlaire and Thémans, 2006
Bierlaire, M., and Thémans, M. (2006). Dealing with singularities in nonlinear unconstrained optimization. Technical report TRANSP-OR 061207. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Nonlinear optimization][Download PDF]
Published as: Dealing with singularities in nonlinear unconstrained optimization, European Journal of Operational Research 196(1):33-42 (2009).

Hess et al., 2006
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. Research theme(s): Discrete choice [Mixtures][Download PDF]
Published as: A systematic comparison of continuous and discrete mixture models, European Transport 37():35-61 (2007).

Fosgerau and Bierlaire, 2006
Fosgerau, M., and Bierlaire, M. (2006). Discrete choice models with multiplicative error terms. Technical report TRANSP-OR 060831. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Download PDF]
Published as: Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological 43(5):494-505 (2009).

Bierlaire et al, 2006
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. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Model estimation][Download PDF]
Published as: The estimation of Generalized Extreme Value models from choice-based samples, Transportation Research Part B: Methodological 42(4):381-394 (2008).

Fosgerau, Bierlaire, 2006
Fosgerau, M., and Bierlaire, M. (2006). A practical test for the choice of mixing distribution in discrete choice models. Technical report RO 060315. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Testing]
Published as: A practical test for the choice of mixing distribution in discrete choice models, Transportation Research Part B: Methodological 41(7):784-794 (2007).

Bierlaire et al., 2006
Bierlaire, M., Thémans, M., and Axhausen, K. (2006). Analysis of driver's response to real-time information in Switzerland. Technical report GR-BIE-REPORT-2006-002. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Intelligent Transportation Systems]
Published as: Analysis of driver's response to real-time information in Switzerland, European Transport 34():21-41 (2006).

Frejinger, Bierlaire, 2006
Frejinger, E., and Bierlaire, M. (2006). Capturing correlation in large-scale route choice models. Technical report GR-BIE-REPORT-2006-002. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Mixtures]
Published as: Capturing correlation with subnetworks in route choice models, Transportation Research Part B: Methodological 41(3):363-378 (2007).

Bierlaire et al., 2006
Bierlaire, M., Crittin, F., and Thémans, M. (2006). A multi-iterate method to solve systems of nonlinear equations. Technical report GR-BIE-REPORT-2006-001. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Nonlinear equations and fixed point]
Published as: A multi-iterate method to solve systems of nonlinear equations, European Journal of Operational Research 183(1):20-41 (2007).

Vrtic et al., 2006
Vrtic, M., Schuessler, N., Erath, A., Axhausen, K., Frejinger, E., Stojanovic, J., Bierlaire, M., Rudel, R., and Maggi, R. (2006). Including travelling costs in the modelling of mobility behaviour. Technical report . Final report for SVI research program Mobility Pricing: Projekt B1, on behalf of the Swiss Federal Department of the Environment, Transport, Energy and Communications and the Swiss Federal Roads Authority Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice, Value of time]

Abbé et al., 2005
Abbe, E., Bierlaire, M., and Toledo, T. (2005). Normalization and correlation of cross-nested logit models. Technical report RO-050912. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
Published as: Normalization and correlation of cross-nested logit models, Transportation Research Part B: Methodological 41(7):795-808 (2007).

Antonini, Bierlaire, 2005
Antonini, G., and Bierlaire, M. (2005). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Technical report GR-BIE-REPORT-2005-001. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Pedestrians], Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures]

Osorio, 2005
Osorio, C. (2005). An auxiliary/latent variables approach to inferring missing haplotype/genotype data. Technical report . Research theme(s):

Oeuvray, R., 2004
Oeuvray, R. (2004). Convergence theory of the BOOSTERS algorithm. Technical report RO-2004.1208. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Derivative free optimization]

Oeuvray, Bierlaire, 2004
Oeuvray, R., and Bierlaire, M. (2004). Performance evaluation of BOOSTERS. Technical report RO-2004.1207. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Derivative free optimization]

Antonini et al., 2004
Antonini, G., Bierlaire, M., and Weber, M. (2004). Discrete choice models of pedestrian behavior. Technical report RO-040916. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Pedestrians]
Published as: Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological 40(8):667-687 (2006).

Hess et al., 2004
Hess, S., Bierlaire, M., and Polak, J. (2004). Estimation of value-of-time using Mixed Logit models. Technical report RO-040528. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Value of time], Discrete choice [Mixtures]

Bierlaire, 2004
Bierlaire, M. (2004). Estimation et prédiction en temps-réel de tables origine-destination. Technical report RO-040504. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Origin-destination matrices]

Bierlaire, Crittin, 2004
Bierlaire, M., and Crittin, F. (2004). A class of multi-iterate methods to solve systems of nonlinear equations. Technical report RO-040319. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Nonlinear equations and fixed point]

Oeuvray, Bierlaire, 2004
Oeuvray, R., and Bierlaire, M. (2004). BOOSTERS: A Derivative-Free Algorithm Based on Radial Basis Functions. Technical report RO 2004.1124. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Derivative free optimization]
Published as: BOOSTERS: a derivative-free algorithm based on radial basis functions, International Journal of Modelling and Simulation 29(1):26-36 (2009).

Oeuvray, Bierlaire, 2004
Oeuvray, R., and Bierlaire, M. (2004). A New Derivative-free Algorithm for the Medical Image Registration Problem. Technical report RO 2004.0731. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Derivative free optimization], Image analysis
Published as: A new derivative-free algorithm for the medical image registration problem, International Journal of Modelling and Simulation 27(2):115-124 (2007).

Divorra Escoda et al., 2004
Divorra Escoda, O., Vandergheynst, P., and Bierlaire, M. (2004). Video Representation Using Greedy Approximations Over Redundant Parametric Dictionaries. Technical report RO 2004 0919. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Computer vision

Antonini et al., 2004
Antonini, G., Venegas, S., Thiran, J.-Ph., and Bierlaire, M. (2004). A discrete choice pedestrian behavior for pedestrian detection in visual tracking systems. Technical report RO 2004 09 09. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Pedestrians], Computer vision

Spada et al., 2004
Spada, M., Bierlaire, M., and Liebling, Th. M. (2004). Decision-aid Methodology for the School Bus Routing and Scheduling Problem. Technical report RO 2004 05 03, Revised version. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Vehicle routing, Scheduling], Transportation research [Public transportation]
Published as: Decision-aid methodology for the school bus routing and scheduling problem, Transportation Science 39(4):477-490 (2005).

Bierlaire,Thémans, 2004
Bierlaire, M., Thémans, M., Axhausen, K., Widmer, P., Buhl, T., and Assef-Vaziri, F. (2004). Développement de modèles suisses pour la prédiction de la demande en transport pour des applications en temps réel. Technical report OFROU VSS 1135 november 2004. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Intelligent Transportation Systems], Discrete choice [Stated preferences]

Daly, Bierlaire, 2003
Daly, A., and Bierlaire, M. (2003). A general and operational representation of GEV models. Technical report RO-030502. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
Published as: A General and Operational Representation of Generalised Extreme Value Models, Transportation Research Part B: Methodological 40(4):285-305 (2006).

Bierlaire, Crittin, 2003
Bierlaire, M., and Crittin, F. (2003). Solving large scale systems of nonlinear equations. Technical report RO 2003.08.04. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Nonlinear equations and fixed point]
Published as: Solving noisy large scale fixed point problems and systems of nonlinear equations, Transportation Science 40(1):44-63 (2006).

Bierlaire et al, 2003
Bierlaire, M., Bolduc, D., and McFadden, D. (2003). Characterisctic of generalized extreme value distributions. Technical report . Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]

Oeuvray, Bierlaire, 2002
Oeuvray, R., and Bierlaire, M. (2002). On the differentiability of the MI estimator. Technical report RO-020403. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Image analysis

Bierlaire, Crittin, 2002
Bierlaire, M., and Crittin, F. (2002). A generalization of secant methods for solving nonlinear systems of equations. Technical report RO 2002.0120. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Nonlinear equations and fixed point]

Bierlaire et al., 2002
Bierlaire, M., Torday, A., and Baumann, D. (2002). PAPABILES; Phase II: 3ème voie et contrôle d'accès. Technical report RO 2002.0101. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Traffic management]

Spada et al., 2002
Spada, M., Bierlaire, M., and Liebling, Th. M. (2002). Decision-aid Methodology for the school Bus Routing and Scheduling Problem. Technical report RO 2002 0819. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Vehicle routing, Scheduling], Transportation research [Public transportation]
Published as: Decision-aid methodology for the school bus routing and scheduling problem, Transportation Science 39(4):477-490 (2005).

Antonini et al, 2002
Antonini, G., Venegas, S., Bierlaire, M., and Thiran, J.-Ph. (2002). Behavioral Filtering of Human Trajectories for Automatic-Multi-Track Initiation. Technical report ITS-03-04. Research theme(s): Transportation research [Pedestrians], Computer vision

Schoenfelder et al, 2003
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 . Research theme(s): Transportation research [GPS data]

Bierlaire, 2001
Bierlaire, M. (2001). A theoretical analysis of the cross-nested logit model. Technical report RO 2001.1218. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
Published as: A theoretical analysis of the cross-nested logit model, Annals of Operations Research 144(1):287-300 (2006).

Bierlaire, Crittin, 2001
Bierlaire, M., and Crittin, F. (2001). An efficient algorithm for real-time estimation and prediction of dynamic OD tables. Technical report RO 2001.0808. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Origin-destination matrices]
Published as: An efficient algorithm for real-time estimation and prediction of dynamic OD table, Operations Research 52(1):116-127 (2004).

Benvenuti et al, 2001
Benvenuti, G., Halary-Wagner, E., Hoffman, P., and Bierlaire, M. (2001). Highly uniform impinging rate for chemical molecular beams. Technical report . Research theme(s): Other

Crittin and Bierlaire, 2001
Crittin, F., and Bierlaire, M. (2001). New algorithmic approaches for the anticipatory route guidance generation problem. Technical report . Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Nonlinear equations and fixed point], Transportation research [Dynamic Traffic Assignment, Intelligent Transportation Systems]

Torday, Bierlaire, Dumont, 2001
Torday, A., Bierlaire, M., and Dumont, A.-G. (2001). Simulation-based evaluation of the impact of variable speed limit signs on capacity and user safety. Technical report . Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Traffic management]

Liebling et al, 2000
Liebling, Th. M., Bierlaire, M., Crittin, F., Hêche, J.-F., Thiémard, E., Stagno, A., and Righetti, F. (2000). Modeling and simulation in logistics. Technical report RO 2000.0831. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Freight and logistics]

Bierlaire, 2000
Bierlaire, M. (2000). The Total Demand Scale: A new measure of quality for statistic and dynamic origin-destination. Technical report RO 2000.0601. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Origin-destination matrices]
Published as: 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 (2002).

Bierlaire et al, 2000
Bierlaire, M., Ben-Akiva, M., Koutsopoulos, H. N., and Mishalani, R. (2000). Real-Time simulation of traffic demand-supply interactions within DynaMIT. Technical report RO 2000.0301. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Dynamic Traffic Assignment]

Bierlaire et al., 2000
Bierlaire, M., Mishalani, R., and Ben-Akiva, M. (2000). General framework for Dynamic Demand Simulation. Technical report RO 2000.0223. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Dynamic Traffic Assignment][Download PDF]

Spada, 1999
Spada, M. (1999). Confection d'horaires et de tournées de bus scolaires. Technical report TRANSP-OR 151110. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Vehicle routing, Scheduling], Transportation research [Public transportation]

Bierlaire, Crittin, 1999
Bierlaire, M., and Crittin, F. (1999). Optimisation de grande taille sans dérivée: Etat de l'art et perspectives. Technical report RO 99.04.14. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Derivative free optimization]

Bierlaire, 1999
Bierlaire, M. (1999). PROJET PAPABILES:Projet Autoroutier Pilote d'Aubonne-Belmont pour une Initiative Lausannoise d'Evaluation par Simulation (Phase I: Etude préliminaire). Technical report RO 1999.1021. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Traffic management]

Bierlaire, 1999
Bierlaire, M. (1999). ANEGEV: Analysis and Estimation of Generalized Extreme Value Models. Technical report RO 1999.0915. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Model estimation]

Bierlaire, 1995
Bierlaire, M. (1995). A robust algorithm for the simultaneous estimation of hierarchical logit models. Technical report FUNDP GRT 95/3. Research theme(s): Discrete choice [Model estimation]

Bierlaire, 1995
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. Research theme(s): Discrete choice [Model specification]

Bierlaire, 1995
Bierlaire, M. (1995). Enquêtes de préférences révélées et déclarées concernant le choix modal des voyageurs du corridor Lisbonne-Porto-Braga.. Technical report . Research theme(s): Transportation research [Public transportation, Mode choice]

Bierlaire, Vandevyvere, 1995
Bierlaire, M., and Vandevyvere, Y. (1995). HieLoW: the interactive user's guide. Technical report . Research theme(s): Discrete choice [Model estimation]

Dellaert et al, 1995
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 . Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)], Consumer behavior
Published as: Investigating consumers' tendency to combine multiple shopping purposes and destinations, Journal of Marketing Research 35(2):177-188 (1998).

Bierlaire, 1994
Bierlaire, M. (1994). HieLoW: un logiciel d'estimation de modèles logit emboîtés. Technical report cahiers du MET 5:69-87. Research theme(s): Discrete choice [Model estimation]

Bierlaire, Toint, 1994
Bierlaire, M., and Toint, Ph. L. (1994). MEUSE: un estimateur de matrice origine-destination qui exploite la structure. Technical report Cahiers du MET 5: 69/87. Research theme(s): Operations research [Least squares], Transportation research [Origin-destination matrices]

Bierlaire et al, 1993
Bierlaire, M., Burton, D., and Lotan, T. (1993). On the behavioural aspects of modal choice. Technical report FUNDP 93/22. Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification]

Bierlaire, 1992
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. Research theme(s): Transportation research [Public transportation]

Bierlaire, 1992
Bierlaire, M. (1992). Sémianire AGIR: Stated preferences ou analyse des choix exprimés. Technical report FUNDP GRT 15. Research theme(s): Discrete choice [Stated preferences]

Bierlaire, Toint, 1991
Bierlaire, M., and Toint, Ph. L. (1991). Les modèles de trafic: fonctionnement et applications. Technical report cahiers de l'Urbanisme. Research theme(s): Transportation research [Traffic management]

Bierlaire, Toint, 1990
Bierlaire, M., and Toint, Ph. L. (1990). La circulation à Namur: projets d'aménagement. Technical report GEC report 90/14. Research theme(s): Transportation research [Traffic management]

Bierlaire, Toint, 1990
Bierlaire, M., and Toint, Ph. L. (1990). Une approche de l'impportance relative des parkings au centre de Namur. Technical report GEC Report 90/1. Research theme(s): Transportation research [Land use and Transportation]

Bierlaire, Burton, Thiry, 1989
Bierlaire, M., Burton, D., and Thiry, S. (1989). Le contournement de Couvin: étude préliminaire. Technical report FUNDP, TRG 89/11. Research theme(s): Transportation research [Traffic management]

Bierlaire, Cornelis, 1989
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. Research theme(s): Transportation research [Land use and Transportation]

Bierlaire, 1988
Bierlaire, M. (1988). Résolution de moindres carrés linéaires creux anec contraintes de bornes. Technical report Master's thesis, FUNDP. Research theme(s): Operations research [Least squares]