Technical reports

2024
  • Ortelli N., de Lapparent M., Varotto S., Bierlaire M. (2024). An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior. Report TRANSP-OR 240101
  • Ricard L., Bierlaire M. (2024). 50 years of behavioral models for transportation and logistics. Report TRANSP-OR 220408
2023
  • Bierlaire M., Paschalidis E. (2023). Estimating MEV models with samples of alternatives. Report TRANSP-OR 231225
  • Haering T., Legault R., Torres F., Ljubic I., Bierlaire M. (2023). Exact Algorithms for Continuous Pricing with Advanced Discrete Choice Demand Models. Report TRANSP-OR 231211
  • Bierlaire M. (2023). A short introduction to Biogeme. Report TRANSP-OR 230620
  • Kukic M., Li X., Bierlaire M. (2023). Divide-and-conquer one-step simulator for the generation of synthetic households. Report TRANSP-OR 230408
  • Ortelli N., de Lapparent M., Bierlaire M. (2023). Resampling estimation of discrete choice models. Report TRANSP-OR 230330
  • Bierlaire M., Ortelli N. (2023). Assisted specification with Biogeme 3.2.12. Report TRANSP-OR 230816
  • Cortes Balcells C., Krueger R., Bierlaire M. (2023). Multi-objective Optimization of Activity-Travel Policies for Epidemic Control: Balancing Health and Economic Outcomes on Socio-Economic Segments. Report TRANSP-OR 221007
  • Rezvany N., Bierlaire M., Hillel T. (2023). Simulating intra-household interactions for in- and out-of-home activity scheduling. Report
2022
  • Pougala J., Hillel T., Bierlaire M. (2022). OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions. Report TRANSP-OR 221124
  • Varotto S., Krueger R., Bierlaire M. (2022). Modelling travel behaviour: A choice modelling perspective. Report TRANSP-OR 220315
  • Cortes Balcells C., Krueger R., Bierlaire M. (2022). Disaggregate modeling and policy optimization for the Swiss SARS-CoV-2 outbreak. Report TRANSP-OR 221007
  • Bierlaire M., Ortelli N. (2022). Assisted specification with Biogeme. Report TRANSP-OR 220707
2021
  • Manser P., Haering T., Hillel T., Pougala J., Krueger R., Bierlaire M. (2021). Resolving temporal scheduling conflicts in activity-based modelling. Report TRANSP-OR 211209
  • Krueger R., Daziano R. (2021). Stated choice analysis of preferences for COVID-19 vaccines using the Choquet integral. Report TRANSP-OR 211129
  • Pacheco M., Gendron B., Sharif Azadeh S., Bierlaire M. (2021). A Lagrangian decomposition scheme for choice-based optimization. Report TRANSP-OR 210827
  • Krueger R., Bierlaire M., Daziano R., Rashidi T., Bansal P. (2021). Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity. Report TRANSP-OR 210617
  • Molyneaux N., Bierlaire M. (2021). Analysis and modelling of intra-hub pedestrian dynamics. Report TRANSP-OR 210526
  • Krueger R., Bierlaire M., Gasos T., Bansal P. (2021). Robust discrete choice models with t-distributed kernel errors. Report TRANSP-OR 210518
  • Bierlaire M., Frejinger E., Hillel T. (2021). Dynamic choice models. Report TRANSP-OR 210305
  • Molyneaux N., Bierlaire M. (2021). Controlling pedestrian flows with moving walkways. Report TRANSP-OR 210218
  • Beine M., Bierlaire M., 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. Report TRANSP-OR 210130
  • Bortolomiol S., Lurkin V., Bierlaire M. (2021). Price-based regulation of oligopolistic markets under discrete choice models of demand. Report TRANSP-OR 210127
  • Pougala J., Hillel T., Bierlaire M. (2021). Capturing trade-offs between daily scheduling choices. Report TRANSP-OR 210101
  • Xie S., Hillel T., Jin Y. (2021). An Early Stopping Bayesian Data Assimilation Approach for Mixed-Logit Estimation. Report arXiv:2101.11159
  • Rezvany N., Hillel T., Bierlaire M. (2021). Integrated models of transport and energy demand: A literature review and framework. Report
2020
  • Bierlaire M., Krueger R. (2020). Sampling and discrete choice. Report TRANSP-OR 201109
  • Ortelli N., Hillel T., Pereira F., de Lapparent M., Bierlaire M. (2020). Assisted Specification of Discrete Choice Models. Report TRANSP-OR 200708
  • Hillel T. (2020). New perspectives on the performance of machine learning classifiers for mode-choice prediction. Report TRANSP-OR 200704
  • Bierlaire M. (2020). A short introduction to PandasBiogeme. Report TRANSP-OR 200605
  • Krueger R., Bansal P., Bierlaire M., Daziano R., Rashidi T. (2020). Variational bayesian inference for mixed logit models with unobserved inter-and intra-individual heterogeneity. Report arXiv:1905.00419
  • Wong M., Farooq B. (2020). ResLogit: A residual neural network logit model for data-driven choice modelling. Report arXiv preprint arXiv:1912.10058v2
2019
  • Bierlaire M. (2019). Monte-Carlo integration with PandasBiogeme. Report TRANSP-OR 191231
  • Lederrey G., Lurkin V., Hillel T., Bierlaire M. (2019). Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms. Report TRANSP-OR 191213
  • Bortolomiol S., Lurkin V., Bierlaire M. (2019). A disaggregate choice-based approach to find epsilon-equilibria of oligopolistic markets. Report TRANSP-OR 191107
  • Molyneaux N., Scarinci R., Bierlaire M. (2019). Design and analysis of control strategies for pedestrian flows. Report TRANSP-OR 191031
  • Mueller F., Guerster M., Obrenovic N., Bierlaire M. (2019). Can regional railway become emission-free with recently announced vehicles? - A case study of Bavaria. Report TRANSP-OR 191028
  • Hillel T., Bierlaire M., Jin Y. (2019). A systematic review of machine learning methodologies for modelling passenger mode choice. Report TRANSP-OR 191025
  • Bansal P., Krueger R., Bierlaire M., Daziano R., Rashidi T. (2019). Bayesian estimation of mixed multinomial logit models: Advances and simulation-based evaluations.. Report arXiv:1904.03647
2018
  • Bierlaire M. (2018). Estimating choice models with latent variables with PandasBiogeme. Report TRANSP-OR 181227
  • Bierlaire M. (2018). Calculating indicators with PandasBiogeme. Report TRANSP-OR 181223
  • Bierlaire M. (2018). PandasBiogeme: a short introduction. Report TRANSP-OR 181219
  • Scarinci R., Zanarini A., Bierlaire M. (2018). Electrification of urban mobility: the case of catenary-free buses. Report TRANSP-OR 181030
  • Xia J., Dai W., Polak J., Bierlaire M. (2018). Dimension reduction for origin-destination flow estimation: blind estimation made possible. Report 1810.06077
2017
  • Markov I., Bierlaire M., Cordeau J., Maknoon Y., Varone S. (2017). A unified framework for rich routing problems with stochastic demands. Report TRANSP-OR 171025
  • Pacheco M., Sharif Azadeh S., Bierlaire M., Gendron B. (2017). Integrating advanced discrete choice models in mixed integer linear optimization. Report TRANSP-OR 170714
  • Kazagli E., Bierlaire M., de Lapparent M. (2017). Operational route choice methodologies for practical applications. Report TRANSP-OR 170526
  • Bierlaire M., Lurkin V. (2017). Introduction to disaggregate demand models. Report TRANSP-OR 170508
  • Binder S., Maknoon Y., Bierlaire M. (2017). Introducing exogenous priority rules for the capacitated passenger assignment problem. Report TRANSP-OR 170209
  • Scarinci R., Markov I., Bierlaire M. (2017). Network design of a transport system based on accelerating moving walkways. Report TRANSP-OR 170123
  • Nikolic M., Bierlaire M., de Lapparent M., Scarinci R. (2017). Multi-class speed-density relationship for pedestrian traffic. Report TRANSP-OR 170115
2016
  • Fernandez-Antolin A., de Lapparent M., Bierlaire M. (2016). Modeling purchases of new cars: an analysis of the 2014 French market. Report TRANSP-OR 161130
  • Robenek T., Sharif Azadeh S., Maknoon Y., de Lapparent M., Bierlaire M. (2016). Train Timetable Design Under Elastic Passenger Demand. Report TRANSP-OR 160923
  • Markov I., Bierlaire M., Cordeau J., Maknoon Y., Varone S. (2016). Inventory routing with non-stationary stochastic demands. Report TRANSP-OR 160825
  • Nikolic M., Bierlaire M. (2016). Data-driven characterization of pedestrian flows. Report TRANSP-OR 160815
  • Scarinci R., Bahrami F., Ourednik A., Bierlaire M. (2016). An exploration of moving walkways as a transport system in urban centers. Report TRANSP-OR 160810
  • Maknoon Y., Bierlaire M. (2016). A passenger-centric approach to enhance railway services. Report TRANSP-OR 160805
  • Bierlaire M. (2016). PythonBiogeme: a short introduction. Report TRANSP-OR 160706
  • Binder S., Maknoon Y., Bierlaire M. (2016). The multi-objective railway timetable rescheduling problem. Report TRANSP-OR 160530
  • Robenek T., Sharif Azadeh S., Maknoon Y., Bierlaire M. (2016). Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables. Report TRANSP-OR 160510
  • Fernandez-Antolin A., Guevara-Cue A., de Lapparent M., Bierlaire M. (2016). Correcting for endogeneity using the multiple indicator solution. Report TRANSP-OR 160405
  • Scarinci R., Rast F., Bierlaire M. (2016). Evaluation of the energy consumption in different mobility scenarios to meet the goal of a 2000-watt society. Report TRANSP-OR 130916
  • Emery D. (2016). Inspection ind�pendante sur la s�curit� des essais dynamiques sur Lignes Nouvelles. Report TRANSP-OR 161130
  • Bierlaire M., Sharif Azadeh S. (2016). Demand-based discrete optimization. Report TRANSP-OR 160209
2015
  • Danalet A., Tinguely L., de Lapparent M., Bierlaire M. (2015). Location choice with longitudinal WiFi data. Report TRANSP-OR 151110
  • Bierlaire M. (2015). BisonBiogeme: syntax of the modeling language. Report TRANSP-OR 151102
  • Hänseler F., Lam W., Bierlaire M., Lederrey G., Nikolic M. (2015). A dynamic network loading model for anisotropic and congested pedestrian flows. Report TRANSP-OR 151026
  • Hänseler F., Bierlaire M., Scarinci R. (2015). Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study. Report TRANSP-OR 151008
  • Robenek T., Maknoon Y., Sharif Azadeh S., Chen J., Bierlaire M. (2015). Passenger Centric Train Timetabling Problem. Report TRANSP-OR 150917
  • Maknoon Y., Sharif Azadeh S., Bierlaire M. (2015). Trajectory planning for small aircrafts. Report TRANSP-OR 150901
  • Kazagli E., Bierlaire M., Flötteröd G. (2015). Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations. Report TRANSP-OR 150824
  • Bierlaire M. (2015). BisonBiogeme: estimating a first model. Report TRANSP-OR 150720
  • Hänseler F., Molyneaux N., Bierlaire M. (2015). Estimation of pedestrian origin-destination demand in train stations. Report TRANSP-OR 150703
  • Nikolic M., Bierlaire M., Farooq B. (2015). Probabilistic speed-density relationship for pedestrian traffic: a data-driven approach. Report TRANSP-OR 150411
  • Markov I., Varone S., Bierlaire M. (2015). The waste collection VRP with intermediate facilities, a heterogeneous fixed fleet and a flexible assignment of origin and destination depot. Report TRANSP-OR 150212
  • Hänseler F., Molyneaux N., Bierlaire M. (2015). Schedule-based estimation of pedestrian origin-destination demand in railway stations. Report TRANSP-OR 150108
  • Bierlaire M. (2015). Monte-Carlo integration with PythonBiogeme. Report TRANSP-OR 150806
  • Saujot M., de Lapparent M., Arnaud E., Prados E. (2015). To make LUTI models operational tools for planning. Report TRANSP-OR 150310
  • Peiravian F., de Lapparent M., Derrible S. (2015). Exploration of the Complex Similarity of Urban System Components. Report TRANSP-OR 150121
  • Gaudry M., de Lapparent M. (2015). Attitudes to Distance, Time and Cost in Logit Transport Choice Models. Report TRANSP-OR 150113
  • de Lapparent M., Koning M. (2015). Travel discomfort-time tradeoffs in Paris subway: an empirical analysis using interval regression models. Report TRANSP-OR 150112
2014
  • Moret S., Bierlaire M., Maréchal F. (2014). Robust Optimization for Strategic Energy Planning. Report TRANSP-OR 141115
  • Bierlaire M. (2014). Simulation and optimization in transportation: a short review. Report TRANSP-OR 141113
  • Glerum A., Bierlaire M. (2014). Capturing response behavior heterogeneity in the quantification of semi-open questions: a mixed discrete-continuous approach. Report TRANSP-OR 140305
  • Buczkowska S., Coulombel N., de Lapparent M. (2014). Euclidean distance versus travel time in business location: A probabilistic mixture of hurdle-Poisson models. Report TRANSP-OR 141031
  • Lai X., Bierlaire M. (2014). Specification of the cross nested logit model with sampling of alternatives for route choice models. Report TRANSP-OR 140602
2013
  • Hänseler F., Bierlaire M., Farooq B., Mühlematter T. (2013). An aggregate model for transient and multi-directional pedestrian flows in public walking areas. Report TRANSP-OR 131219
  • Umang N., Erera A., Bierlaire M. (2013). The robust single machine scheduling problem with uncertain release and processing times. Report TRANSP-OR 131029
  • Danalet A., Farooq B., Bierlaire M. (2013). A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures. Report TRANSP-OR 131002
  • Hänseler F., Molyneaux N., Thémans M., Bierlaire M. (2013). Pedestrian strategies within railway stations: Analysis and modeling of pedestrian flows (PedFlux Mid-Term Report). Report TRANSP-OR 130920
  • Hurtubia R., Nguyen M., Glerum A., Bierlaire M. (2013). Integrating psychometric indicators in latent class choice models. Report TRANSP-OR 130423
  • Atasoy B., Salani M., Bierlaire M. (2013). A local search heuristic for a mixed integer nonlinear integrated airline schedule planning problem. Report TRANSP-OR 130402
  • Umang N., Bierlaire M., Erera A. (2013). Real-time management of berth allocation with stochastic arrival and handling times. Report TRANSP-OR 130215
  • Farooq B., Bierlaire M., Hurtubia R., Flötteröd G. (2013). Simulation based Synthesis of Population. Report TRANSP-OR 130125
2012
  • Schuler M., Faure P., Munafò S., Danalet A., Dessemontet P. (2012). Projektstudie �ber den kombinierten Verkehr : Verbesserung der Dienstleistungsqualit�t und Entwicklung der Fahrgastzahlen bei PostAuto. Report TRANSP-OR 121201
  • Schuler M., Faure P., Munafò S., Danalet A., Dessemontet P. (2012). Am�lioration de la qualit� de service et �volution de la fr�quentation de CarPostal. Report TRANSP-OR 121130
  • Robenek T., Umang N., Bierlaire M., Ropke S. (2012). A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports. Report TRANSP-OR 121030
  • Farooq B., Miller E., Chingcuanco F., Giroux-Cook M. (2012). Microsimulation framework for urban price-taker markets. Report TRANSP-OR 120827
  • Farooq B., Miller E., Haider M. (2012). A Multidimensional Decisions Modelling Framework for Built Space Supply. Report TRANSP-OR 120826
  • Hänseler F., Sahaleh S., Farooq B., Lavadinho S., Thémans M., Bierlaire M. (2012). Final report on the modeling part of the "Flux pietons Gare de Lausanne" project within the framework of "Leman 2030". Report TRANSP-OR 120801
  • Ythier J., Walker J., Bierlaire M. (2012). The role of the social network and the usage of communication in travel behavior measured with Smartphone data. Report TRANSP-OR 120801
  • Atasoy B., Salani M., Bierlaire M., Leonardi C. (2012). Impact analysis of a flexible air transportation system. Report TRANSP-OR 120717
  • Chen J., Bierlaire M. (2012). Probabilistic multimodal map-matching with rich smartphone data. Report TRANSP-OR 120618
  • Atasoy B., Salani M., Bierlaire M. (2012). An integrated airline scheduling, fleeting and pricing model for a monopolized market. Report TRANSP-OR 120501
  • Atasoy B., Bierlaire M. (2012). An air itinerary choice model based on a mixed RP/SP dataset. Report TRANSP-OR 120426
  • Glerum A., Atasoy B., Bierlaire M. (2012). Using semi-open questions to integrate perceptions in choice models. Report TRANSP-OR 120325
  • Kumar P., Bierlaire M. (2012). Multi-Objective Airport Gate Assignment Problem in Planning and Operations. Report TRANSP-OR 120321
  • Danalet A., Sahaleh S. (2012). Projet de recherche sur la mobilit� combin�e : Rapport de l'enqu�te de pr�f�rences d�clar�es. Report TRANSP-OR 120315
  • Glerum A., Stankovikj L., Thémans M., Bierlaire M. (2012). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions. Report TRANSP-OR 120217
  • Hurtubia R., Bierlaire M. (2012). Estimation of bid functions for location choice and price modeling with a latent variable approach. Report TRANSP-OR 120206
  • Umang N., Bierlaire M., Vacca I. (2012). Exact and heuristic methods to solve the berth allocation problem in bulk ports. Report TRANSP-OR 120116
2011
  • Cruz J., Bierlaire M., Thiran J. (2011). Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking. Report TRANSP-OR 111027
  • Kumar P., Bierlaire M. (2011). Optimizing Fueling Decisions for Locomotives in Railroad Networks. Report TRANSP-OR 111006
  • Atasoy B., Salani M., Leonardi C., Bierlaire M. (2011). Clip-Air, a flexible air transportation system. Report TRANSP-OR 110929
  • Bierlaire M., Curchod A., Danalet A., Doyen E., Faure P., Glerum A., Kaufmann V., Tabaka K., Schuler M. (2011). Projet de recherche sur la mobilit� combin�e, Rapport d�finitif de l'enqu�te de pr�f�rences r�v�l�es. Report TRANSP-OR 110704
  • Flötteröd G., Bierlaire M. (2011). Metropolis-Hastings sampling of paths. Report TRANSP-OR 110606
  • Corthout R., Flötteröd G., Viti F., Tampere C. (2011). Non-unique flows in macroscopic first-order intersection models. Report TRANSP-OR 110520
  • Atasoy B., Glerum A., Bierlaire M. (2011). Attitudes towards mode choice in Switzerland. Report TRANSP-OR 110502
  • Vacca I., Salani M., Bierlaire M. (2011). An exact algorithm for the integrated planning of berth allocation and quay crane assignment. Report TRANSP-OR 110323
  • Robin T., Bierlaire M. (2011). Modeling the behavior of investors. Report
2010
  • Flötteröd G., Chen Y., Nagel K. (2010). Behavioral calibration and analysis of a large-scale travel microsimulation. Report TRANSP-OR 101212
  • Flötteröd G., Rohde J. (2010). Operational macroscopic modeling of complex urban road intersections. Report TRANSP-OR 101204
  • Osorio C., Bierlaire M. (2010). A simulation-based optimization framework for urban traffic control. Report TRANSP-OR 101203
  • Salani M., Vacca I., Bierlaire M. (2010). Two-stage column generation. Report TRANSP-OR 101130
  • Flötteröd G., Liu R. (2010). Disaggregate path flow estimation in an iterated DTA microsimulation. Report TRANSP-OR 101116
  • Bierlaire M., Chen J., Newman J. (2010). Modeling Route Choice Behavior From Smartphone GPS data. Report TRANSP-OR 101016
  • Flötteröd G., Bierlaire M. (2010). A framework for the data-consistent deployment of urban microsimulations. Report TRANSP-OR 100904
  • Osorio C., Flötteröd G., Bierlaire M. (2010). Dynamic network loading: a differentiable model that derives link state distributions. Report TRANSP-OR 100815
  • Leyvraz J. (2010). Programme d�agglom�ration Lausanne-Morges AFTPU : Fourniture d�indicateurs pour alimenter l�analyse multicrit�res en vue du choix de la variante pour la desserte nord, rapport final. Report TRANSP-OR 100716
  • Fosgerau M., McFadden D., Bierlaire M. (2010). Choice probability generating functions. Report TRANSP-OR 100605
  • Robin T., Bierlaire M., Cruz J. (2010). Dynamic facial expression recognition with a discrete choice model. Report TRANSP-OR 100423
  • Osorio C., Bierlaire M. (2010). A tractable analytical model for large-scale congested protein synthesis networks. Report TRANSP-OR 100420
  • Hurtubia R., Gallay O., Bierlaire M. (2010). Attributes of Households, Locations and Real-Estate Markets for Land Use Modeling (SustainCity deliverable). Report TRANSP-OR 100419
  • Eggenberg N., Salani M., Bierlaire M. (2010). Robust and Recoverable Maintenance Routing Schedules. Report TRANSP-OR 100115
  • Flötteröd G., Bierlaire M., Nagel K. (2010). Bayesian demand calibration for dynamic traffic simulations. Report TRANSP-OR 100105
  • Gallay O. (2010). Starting with UrbanSim: On the Creation of an Introductory Project. Report
  • Hashemi F., Hongler M., Gallay O. (2010). Spatio-Temporal Patterns for a Generalized Innovation Diffusion Model. Report
2009
  • Salani M., Vacca I. (2009). Branch and Price for the Vehicle Routing Problem with Discrete Split Deliveries and Time Windows. Report TRANSP-OR 091224
  • Swartz P., Duyckaerts G., Salani M. (2009). Ambush avoidance in Vehicle Routing for valuable delivery. Report TRANSP-OR 091216
  • Chiraphadhanakul V., Eggenberg N. (2009). How to evaluate the robustness of airlines schedules. Report TRANSP-OR 091006
  • Osorio C., Bierlaire M. (2009). A surrogate model for traffic optimization of congested networks: an analytic queueing network approach. Report TRANSP-OR 090825
  • Flötteröd G., Rohde J. (2009). Modeling complex intersections with the cell-transmission model. Report TRANSP-OR 090719
  • Sorci M., Robin T., Cruz J., Bierlaire M., Thiran J. (2009). Modelling human perception of facial expressions. Report TRANSP-OR 090706
  • Bierlaire M., Hurtubia R., Flötteröd G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Report TRANSP-OR 090518
  • Cruz J., Bogdanova I., Paquier B., Bierlaire M., Thiran J. (2009). Scale Invariant Feature Transform on the Sphere: Theory and Applications. Report TRANSP-OR 090426
  • Lämmel G., Flötteröd G. (2009). Towards system optimum: Finding optimal routing strategies in time dependent networks for large-scale evacuation problems. Report TRANSP-OR 090420
  • Giallombardo G., Moccia L., Salani M., Vacca I. (2009). Modeling and Solving the Tactical Berth Allocation Problem. Report TRANSP-OR 090312
  • Alahi A., Vandergheynst P., Bierlaire M., Kunt M. (2009). A Master-Slave Approach to Detect and Match Objects Across Several Uncalibrated Moving Cameras. Report TRANSP-OR 090309
  • Bierlaire M., Robin T. (2009). Pedestrians choices. Report TRANSP-OR 090303
  • Flötteröd G. (2009). Macroscopic Network Loading of Microscopic Network Demand. Report TRANSP-OR 090115
  • Eggenberg N., Salani M. (2009). Uncertainty Feature Optimization for the Airline Scheduling Problem. Report TRANSP-OR 090105
  • Eggenberg N., Salani M., Bierlaire M. (2009). Constraint-Specific Recovery Networks for Solving Airline Recovery Problems. Report TRANSP-OR 081001
  • Eggenberg N., Salani M., Bierlaire M. (2009). UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data. Report TRANSP-OR 080829
  • Newman J. (2009). Systematically heterogeneous covariance in network GEV Models. Report
2008
  • Flötteröd G., Bierlaire M., Nagel K. (2008). Bayesian calibration of dynamic traffic simulations. Report TRANSP-OR 081028
  • Osorio C., Bierlaire M. (2008). Accounting for congestion and spillbacks in fixed-time traffic signal optimization: an analytical queueing model approach. Report TRANSP-OR 081026
  • Alahi A., Bierlaire M., Kunt M. (2008). Combination of Fixed and Mobile Cameras for Automatic Pedestrian Detection. Report TRANSP-OR 081005
  • Salani M., Vacca I. (2008). Two-stage column generation and applications. Report TRANSP-OR 081002
  • Patterson Z., Bierlaire M. (2008). Development of Prototype UrbanSim Models. Report TRANSP-OR 080814
  • Cruz J., Bierlaire M., Thiran J. (2008). Multiple-View Scenes: Reconstruction and Virtual Views. Report TRANSP-OR 080710
  • Vacca I., Bierlaire M., Salani M. (2008). Optimization at Container Terminals: Status, Trends and Perspectives (revised version). Report TRANSP-OR 080528
  • Patterson Z., Hurtubia R. (2008). A Prototype Integrated Transportation Land-use Model for the Lausanne Region. Report
2007
  • Vacca I., Bierlaire M., Salani M. (2007). Optimization at Container Terminals: Status, Trends and Perspectives. Report TRANSP-OR 071204
  • Frejinger E., Bierlaire M. (2007). Sampling of Alternatives for Route Choice Modeling. Report TRANSP-OR 071121
  • Robin T., Antonini G., Bierlaire M., Cruz J. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Report TRANSP-OR 071116
  • Gao S., Frejinger E., Ben-Akiva M. (2007). Adaptive Route Choice Models in Stochastic Time-Dependent Networks. Report TRANSP-OR 070730
  • Antonini G., Bierlaire M., Schneider S., Robin T. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Report TRANSP-OR 070727
  • Fosgerau M., Bierlaire M. (2007). Circumventing the problem of the scale: discrete choice models with multiplicative error terms. Report TRANSP-OR 070703
  • Bierlaire M., Leyvraz J., Paulus P., Robin T. (2007). Montage d�une matrice multimodale 2020 avec le mod�le EMME/2 de l�agglom�ration Lausanne-Morges. Report TRANSP-OR 070614
  • Osorio C., Bierlaire M. (2007). An analytic finite capacity queueing network model capturing blocking, congestion and spillbacks. Report TRANSP-OR 070604
  • Bierlaire M., Lucadamo A. (2007). Sampling of alternatives using multidimensional analysis. Report TRANSP-OR 070522
  • Bierlaire M., Thémans M., Zufferey N. (2007). A heuristic for nonlinear global optimization. Report TRANSP-OR 070430
  • Bierlaire M. (2007). Recent methodological developments in discrete choice models. Report TRANSP-OR 070415
  • Bierlaire M., Frejinger E. (2007). Route choice modeling with network-free data. Report TRANSP-OR 070214
  • Bierlaire M., Frejinger E. (2007). Technical note: A Stochastic Choice Set Generation Algorithm. Report TRANSP-OR 070213
2006
  • Leyvraz J., Mattenberger P., Robert-Grandpierre A. (2006). Mise � jour majeure de la mod�lisation EMME2 de l'agglom�ration Lausanne-Morges. Report TRANSP-OR 061208
  • Bierlaire M., Thémans M. (2006). Dealing with singularities in nonlinear unconstrained optimization. Report TRANSP-OR 061207
  • Hess S., Bierlaire M., Polak J. (2006). A systematic comparison of continuous and discrete mixture models. Report TRANSP-OR 061117
  • Fosgerau M., Bierlaire M. (2006). Discrete choice models with multiplicative error terms. Report TRANSP-OR 060831
  • Bierlaire M., Bolduc D., McFadden D. (2006). The estimation of Generalized Extreme Value models from choice-based samples. Report TRANSP-OR 060810
  • Fosgerau M., Bierlaire M. (2006). A practical test for the choice of mixing distribution in discrete choice models. Report RO 060315
  • Bierlaire M., Thémans M., Axhausen K. (2006). Analysis of driver's response to real-time information in Switzerland. Report GR-BIE-REPORT-2006-002
  • Frejinger E., Bierlaire M. (2006). Capturing correlation in large-scale route choice models. Report GR-BIE-REPORT-2006-002
  • Bierlaire M., Crittin F., Thémans M. (2006). A multi-iterate method to solve systems of nonlinear equations. Report GR-BIE-REPORT-2006-001
  • Vrtic M., Schuessler N., Erath A., Axhausen K., Frejinger E., Stojanovic J., Bierlaire M., Rudel R., Maggi R. (2006). Including travelling costs in the modelling of mobility behaviour. Report
2005
  • Abbe E., Bierlaire M., Toledo T. (2005). Normalization and correlation of cross-nested logit models. Report RO-050912
  • Antonini G., Bierlaire M. (2005). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Report GR-BIE-REPORT-2005-001
  • Osorio C. (2005). An auxiliary/latent variables approach to inferring missing haplotype/genotype data. Report
2004
  • Oeuvray R. (2004). Convergence theory of the BOOSTERS algorithm. Report RO-2004.1208
  • Oeuvray R., Bierlaire M. (2004). Performance evaluation of BOOSTERS. Report RO-2004.1207
  • Antonini G., Bierlaire M., Weber M. (2004). Discrete choice models of pedestrian behavior. Report RO-040916
  • Hess S., Bierlaire M., Polak J. (2004). Estimation of value-of-time using Mixed Logit models. Report RO-040528
  • Bierlaire M. (2004). Estimation et pr�diction en temps-r�el de tables origine-destination. Report RO-040504
  • Bierlaire M., Crittin F. (2004). A class of multi-iterate methods to solve systems of nonlinear equations. Report RO-040319
  • Oeuvray R., Bierlaire M. (2004). BOOSTERS: A Derivative-Free Algorithm Based on Radial Basis Functions. Report RO 2004.1124
  • Oeuvray R., Bierlaire M. (2004). A New Derivative-free Algorithm for the Medical Image Registration Problem. Report RO 2004.0731
  • Divorra Escoda O., Vandergheynst P., Bierlaire M. (2004). Video Representation Using Greedy Approximations Over Redundant Parametric Dictionaries. Report RO 2004 0919
  • Antonini G., Venegas S., Thiran J., Bierlaire M. (2004). A discrete choice pedestrian behavior for pedestrian detection in visual tracking systems. Report RO 2004 09 09
  • Spada M., Bierlaire M., Liebling T. (2004). Decision-aid Methodology for the School Bus Routing and Scheduling Problem. Report RO 2004 05 03, Revised version
  • Bierlaire M., Thémans M., Axhausen K., Widmer P., Buhl T., Assef-Vaziri F. (2004). D�veloppement de mod�les suisses pour la pr�diction de la demande en transport pour des applications en temps r�el. Report OFROU VSS 1135 november 2004
2003
  • Daly A., Bierlaire M. (2003). A general and operational representation of GEV models. Report RO-030502
  • Bierlaire M., Crittin F. (2003). Solving large scale systems of nonlinear equations. Report RO 2003.08.04
  • Bierlaire M., Bolduc D., McFadden D. (2003). Characterisctic of generalized extreme value distributions. Report
2002
  • Oeuvray R., Bierlaire M. (2002). On the differentiability of the MI estimator. Report RO-020403
  • Bierlaire M., Crittin F. (2002). A generalization of secant methods for solving nonlinear systems of equations. Report RO 2002.0120
  • Bierlaire M., Torday A., Baumann D. (2002). PAPABILES; Phase II: 3�me voie et contr�le d'acc�s. Report RO 2002.0101
  • Spada M., Bierlaire M., Liebling T. (2002). Decision-aid Methodology for the school Bus Routing and Scheduling Problem. Report RO 2002 0819
  • Antonini G., Venegas S., Bierlaire M., Thiran J. (2002). Behavioral Filtering of Human Trajectories for Automatic-Multi-Track Initiation. Report ITS-03-04
  • Schoenfelder S., Axhausen K., Antille N., Bierlaire M. (2002). Exploring the potentials of automatically colected GPS data for travel Behaviour analysis: A Swedish data source. Report
2001
  • Bierlaire M. (2001). A theoretical analysis of the cross-nested logit model. Report RO 2001.1218
  • Bierlaire M., Crittin F. (2001). An efficient algorithm for real-time estimation and prediction of dynamic OD tables. Report RO 2001.0808
  • Benvenuti G., Halary-Wagner E., Hoffman P., Bierlaire M. (2001). Highly uniform impinging rate for chemical molecular beams. Report
  • Crittin F., Bierlaire M. (2001). New algorithmic approaches for the anticipatory route guidance generation problem. Report
  • Torday A., Bierlaire M., Dumont A. (2001). Simulation-based evaluation of the impact of variable speed limit signs on capacity and user safety. Report
2000
  • Liebling T., Bierlaire M., Crittin F., Hêche J., Thiémard E., Stagno A., Righetti F. (2000). Modeling and simulation in logistics. Report RO 2000.0831
  • Bierlaire M. (2000). The Total Demand Scale: A new measure of quality for statistic and dynamic origin-destination. Report RO 2000.0601
  • Bierlaire M., Ben-Akiva M., Koutsopoulos H., Mishalani R. (2000). Real-Time simulation of traffic demand-supply interactions within DynaMIT. Report RO 2000.0301
  • Bierlaire M., Mishalani R., Ben-Akiva M. (2000). General framework for Dynamic Demand Simulation. Report RO 2000.0223
1999
  • Spada M. (1999). Confection d'horaires et de tourn�es de bus scolaires. Report TRANSP-OR 151110
  • Bierlaire M., Crittin F. (1999). Optimisation de grande taille sans d�riv�e: Etat de l'art et perspectives. 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 pr�liminaire). Report RO 1999.1021
  • Bierlaire M. (1999). ANEGEV: Analysis and Estimation of Generalized Extreme Value Models. Report RO 1999.0915
1995
  • Bierlaire M. (1995). A robust algorithm for the simultaneous estimation of hierarchical logit models. Report FUNDP GRT 95/3
  • Bierlaire M. (1995). Pr�f�rences d�clar�es des �tudiants de licences pour les choix de cours � option, ann�e acad�mique 1994-1995. Report FUNDP 95/11
  • Bierlaire M. (1995). Enqu�tes de pr�f�rences r�v�l�es et d�clar�es concernant le choix modal des voyageurs du corridor Lisbonne-Porto-Braga.. Report
  • Bierlaire M., Vandevyvere Y. (1995). HieLoW: the interactive user's guide. Report
  • Dellaert B., Arentze T., Bierlaire M., Borgers A., Timmermans H. (1995). A multi-purpose multi-stop model of consumer shopping centre choice. Report
1994
  • Bierlaire M. (1994). HieLoW: un logiciel d'estimation de mod�les logit embo�t�s. Report cahiers du MET 5:69-87
  • Bierlaire M., Toint P. (1994). MEUSE: un estimateur de matrice origine-destination qui exploite la structure. Report Cahiers du MET 5: 69/87
1993
  • Bierlaire M., Burton D., Lotan T. (1993). On the behavioural aspects of modal choice. Report FUNDP 93/22
1992
  • Bierlaire M. (1992). Analyse d'un service gratuit de transport en commun li� � une surface commerciale: le bus Sarma entre Namur et Jambes. Report FUNDP, GRT 92/06
  • Bierlaire M. (1992). S�mianire AGIR: Stated preferences ou analyse des choix exprim�s. Report FUNDP GRT 15
1991
  • Bierlaire M., Toint P. (1991). Les mod�les de trafic: fonctionnement et applications. Report cahiers de l'Urbanisme
1990
  • Bierlaire M., Toint P. (1990). La circulation � Namur: projets d'am�nagement. Report GEC report 90/14
  • Bierlaire M., Toint P. (1990). Une approche de l'impportance relative des parkings au centre de Namur. Report GEC Report 90/1
1989
  • Bierlaire M., Burton D., Thiry S. (1989). Le contournement de Couvin: �tude pr�liminaire. Report FUNDP, TRG 89/11
  • Bierlaire M., Cornelis E. (1989). Etude de l'impact sur la circulation de l'implantation des bureaux de la R�gion Wallone � Jambes. Report FUNDP, GRT 89/12
1988
  • Bierlaire M. (1988). R�solution de moindres carr�s lin�aires creux anec contraintes de bornes. Report Master's thesis, FUNDP