français | english		EPFL > people@EPFL > Michel Bierlaire login

Associate Professor ENAC INTER TRANSP-OR Associate Professor IV TRACE TRACE-GE

Michel Bierlaire Transportation and Mobility Laboratory Associate Professor birth date: 09.02.1967 nationality: Belgium office(s): GCB3454 phone(s): [+41 21 69] 32537,32495,32408 Affiliations Associate Professor, Transport and Mobility Laboratory, Institute of Urban and Regional Planning & Design, School of Architecture, Civil and Environmental Engineering, Ecole Polytechnique Fédérale de Lausanne Switzerland. Director, Transportation Center, Ecole Polytechnique Fédérale de Lausanne Switzerland. Research Affiliate, Dpt of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Ma., USA Extraordinary professor, University of Stellenbosch, South-Africa Links List of publications and activities of Michel Bierlaire List of publications of the Transport and Mobility Laboratory BIOGRAPHY Belgian, born in 1967, Michel Bierlaire holds a MSc and a PhD in Mathematical Sciences from the Facultés Universitaires Notre-Dame de la Paix, Namur, Belgium (University of Namur). Between 1995 and 1998, he was research associate and project manager at the Intelligent Transportation Systems Program of the Massachusetts Institute of Technology (Cambridge, Ma, USA). Between 1998 and 2006, he was a junior faculty in the Operations Research group ROSO within the Institute of Mathematics at EPFL. In 2006, he was appointed associate professor in the School of Architecture, Civil and Environmental Engineering at EPFL, where he became the director of the Transport and Mobility laboratory. Since 2009, he is the director of TraCE, the Transportation Center at EPFL. His main expertise is in the design, development and applications of models and algorithms for the design, analysis and management of transportation systems. Namely, he has been active in demand modeling (discrete choice models, estimation of origin-destination matrices) and Dynamic Traffic Management Systems. As of May 2009, he has published 41 papers in international journals (including Transportation Research Part B, the transportation journal with the highest impact factor), 1 book, 20 book chapters, 67 articles in conference proceedings, 82 technical reports, and has given 129 scientific seminars. His article "An efficient algorithm for real-time estimation and prediction of dynamic OD table", co-authored with Frank Crittin, has received the Best Paper Award of the Transportation Science & Logistics Society of INFORMS in 2006. Michel Bierlaire is closely collaborating with some of the most renowned researchers in transportation science, including Moshe Ben-Akiva, director of the Intelligent Transportation Program, Massachusetts Institute of Technology, Cambridge, USA; John Polak, head of the Centre for Transport Studies, Imperial College, London, UK; Daniel McFadden, University of California, Berkeley, Nobel Prize laureate 2000; who are his co-authors on recent papers. He is the founder, organizer and lecturer of the EPFL Advanced Continuing Education Course "Discrete Choice Analysis: Predicting Demand and Market Shares". He is also co-director (with Prof. M. Finger), of the Executive Master in Urban Utilities Management at EPFL. He is an Associate Editor of the Journal of Choice Modelling since its creation in 2007. He is the editor (with Dr. Matteo Salani) of a special issue for the journal Transportation Research Part C). He has been member of the Editorial Advisory Board (EAB) of Transportation Research Part B since 1995, of Transportation Research Part C since January 1, 2006, and of the journal "European Transport" since 2005. He was the chairman of the 6th Triennial Symposium on Transportation Analysis, Pukhet Island (Thailand), 2007. He is involved in the organization of the Swiss Transportation Research Conference since its first venue in 2001 and member of the programme committee "Innovative Methods in Transport Analysis, Planning and Appraisal" for the European Transport Conference since 2004. He was also a member of the organizing committee and of the scientific committee of ITS2008. Michel Bierlaire is the President of French-Switzerland Operations Research Postgrade Program (3ième cycle romand de recherche opérationnelle) since 2001. He is the president of the research commission of the School of Architecture, Civil and Environmental Engineering at EPFL since March 2008. He was a member of the Council, Association for European Transport between 2004 and 2007. He is member of the steering committee of the Swiss Operations Research Society since 2008. He is a member of the SimWalk Scientific Advisory Board, Savannah Simulations AG, Herrliberg, Switzerland. He is expert for the Swedish Value of Time project (WSP, Stockholm, Sweden) and for the Norvegian Value of Time project (Institute of Transport Economics, Oslo, Norway). He was a member of the award committee for the Eric Pas Dissertation Prize 2007 and 2006 (International Association for Travel Behaviour Research), and a member of the committee for the Transportation Science and Logistics Dissertation Prize 2006 (INFORMS). He was called as an expert by the Netherlands Organisation for Scientific Research (NWO), the Belgian Science Policy Office, the Natural Sciences and Engineering Research Council of Canada, the French Reseserch Institute on Transport and Safety (INRETS), the University of Antwerp, the Research Grants Council of Hong-Kong, and the University of Lyon. He is frequently contacted to assess PhDs as examinator in various universities. He has been working with transportation professionals on various projects in Switzerland (Bureau Robert Grandpierre Rapp, Lausanne, Büro Widmer, Frauenfeld), and in Belgium (STRATEC SA, Tractebel Development). Education Ph.D. in Mathematical Sciences, Mathematical models for transportation demand analysis, Prof. Philippe Toint, Facultes Universitaires Notre-Dame de la Paix, Namur, Belgium, 1996 Professional course Maître d'enseignement et de recherche, Operations Research Group ROSO, Ecole Polytechnique Fédérale de Lausanne, 1998-2006 Research Associate - Project Manager, Intelligent Transportation Systems Program, Massachusetts Institute of Technology, 1995-1998 Research Assistant, Transportation Research Group, Facultés Universitaires Notre-Dame de la Paix (University of Namur), Belgium, 1988-1995 MAIN PUBLICATIONS Journal Paper 2008 M. Bierlaire, D. Bolduc and D. McFadden, The estimation of Generalized Extreme Value models from choice-based samples, Transportation Research Part B: Methodological, Vol. 42, Nr. 4, pp. 381-394, 2008. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Route choice modeling with network-free data, Transportation Research Part C: Emerging Technologies, Vol. 16, Nr. 2, pp. 187-198, 2008. [detailed record] [bibtex] R. Oeuvray and M. Bierlaire, A doped derivative-free algorithm, International Journal of Modelling and Simulation, Vol. 28, Nr. 4, pp. 387-393, 2008. [detailed record] [bibtex] P. Thévenaz, M. Bierlaire and M. Unser, Halton Sampling for Image Registration Based on Mutual Information, Sampling Theory in Signal and Image Processing, Vol. 7, Nr. 2, pp. 141-171, 2008. [detailed record] [bibtex] K. Axhausen, S. Hess, A. Koenig, G. Abay, J. Bates and M. Bierlaire, Income and distance elasticities of values of travel time savings: new Swiss results, Transport Policy, Vol. 15, Nr. 3, pp. 173-185, 2008. [detailed record] [bibtex] 2007 S. Hess, M. Bierlaire and J. Polak, A systematic comparison of continuous and discrete mixture models, European Transport, Vol. 37, pp. 35-61, 2007. [detailed record] [bibtex] M. Bierlaire, F. Crittin and M. Thémans, A multi-iterate method to solve systems of nonlinear equations, European Journal of Operational Research, Vol. 183, Nr. 1, pp. 20-41, 2007. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, A practical test for the choice of mixing distribution in discrete choice models, Transportation Research Part B: Methodological, Vol. 41, Nr. 7, pp. 784-794, 2007. [detailed record] [bibtex] E. Abbe, M. Bierlaire and T. Toledo, Normalization and correlation of cross-nested logit models, Transportation Research Part B: Methodological, Vol. 41, Nr. 7, pp. 795-808, 2007. [detailed record] [bibtex] R. Oeuvray and M. Bierlaire, A new derivative-free algorithm for the medical image registration problem, International Journal of Modelling and Simulation, Vol. 27, Nr. 2, pp. 115-124, 2007. [detailed record] [bibtex] E. Bogers, M. Bierlaire and S. Hoogendoorn, Modeling Learning in Route Choice, Transportation Research Record, Vol. 2014, pp. 1-8, 2007. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Capturing correlation with subnetworks in route choice models, Transportation Research Part B: Methodological, Vol. 41, Nr. 3, pp. 363-378, 2007. [detailed record] [bibtex] 2006 C. Osorio, C. Weibel, P. Perez, M. Bierlaire and P. Garnerin, Patient flow simulation as a tool for estimating policy impact, Swiss Medical Informatics, Vol. 58, pp. 33-36, 2006. [detailed record] [bibtex] M. Bierlaire, M. Thémans and K. Axhausen, Analysis of driver's response to real-time information in Switzerland, European Transport, Vol. 34, pp. 21-41, 2006. [detailed record] [bibtex] G. Antonini, S. Venegas, M. Bierlaire and J.-P. Thiran, Behavioral priors for detection and tracking of pedestrians in video sequences, International Journal of Computer Vision, Vol. 69, Nr. 2, pp. 159-180, 2006. [detailed record] [bibtex] M. Bierlaire and F. Crittin, Solving noisy large scale fixed point problems and systems of nonlinear equations, Transportation Science, Vol. 40, Nr. 1, pp. 44-63, 2006. [detailed record] [bibtex] A. Daly and M. Bierlaire, A General and Operational Representation of Generalised Extreme Value Models, Transportation Research Part B: Methodological, Vol. 40, Nr. 4, pp. 285-305, 2006. [detailed record] [bibtex] G. Antonini, M. Bierlaire and M. Weber, Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological, Vol. 40, Nr. 8, pp. 667-687, 2006. [detailed record] [bibtex] M. Bierlaire, A theoretical analysis of the cross-nested logit model, Annals of Operations Research, Vol. 144, Nr. 1, pp. 287-300, 2006. [detailed record] [bibtex] 2005 M. Spada, M. Bierlaire and T. Liebling, Decision-aid methodology for the school bus routing and scheduling problem, Transportation Science, Vol. 39, Nr. 4, pp. 477-490, 2005. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Estimation of value of travel-time savings using Mixed Logit models, Transportation Research Part A: Policy and Practice, Vol. 39, Nr. 3, pp. 221-236, 2005. [detailed record] [bibtex] 2004 M. Bierlaire and F. Crittin, An efficient algorithm for real-time estimation and prediction of dynamic OD table, Operations Research, Vol. 52, Nr. 1, pp. 116-127, 2004. [detailed record] [bibtex] 2002 A. Torday, M. Bierlaire and A.-G. Dumont, Seeing the wood and the trees: simulation-based evaluation of the effect of variable speed limit signs on capacity and user safety, Traffic technology international, Vol. 1, pp. 60-64, 2002. [detailed record] [bibtex] M. Ben-Akiva, D. McFadden, K. Train, J. Walker, C. Bhat, M. Bierlaire, D. Bolduc, A. Boersch-Supan, D. Brownstone, D. Bunch, A. Daly, A. de Palma, D. Gopinath, A. Karlstrom and M. Munizaga, Hybrid choice models: Progress and challenges, Marketing Letters, Vol. 13, Nr. 3, pp. 163-175, 2002. [detailed record] [bibtex] M. Bierlaire, The total demand scale: A new measure of quality for static and dynamic origin-destination trip tables, Transportation Research Part B: Methodological, Vol. 36, Nr. 9, pp. 837-850, 2002. [detailed record] [bibtex] 2001 A. Torday, M. Bierlaire and A.-G. Dumont, Modelling evaluation of impact of variable speed limitation sign posts on road capacity and user safety, Strasse und Verkehr, Vol. 87, Nr. 6, pp. 283-286, 2001. [detailed record] [bibtex] M. Ben-Akiva, M. Bierlaire, D. Burton, H. Koutsopoulos and R. Mishalani, Network state estimation and prediction for real-time transportation management applications, Networks and Spatial Economics, Vol. 1, Nr. 3-4, pp. 293-318, 2001. [detailed record] [bibtex] Conference Paper 2006 M. Spada, M. Bierlaire and T. Liebling, Decision-aid Methodology for the School Bus Routing and Scheduling Problem, 2006. [detailed record] [bibtex] M. Abou-Zeid, M. Ben-Akiva and M. Bierlaire, Happiness and travel behavior modification, 2006. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, Optimization of Uncertainty Features for Transportation Problems, 2006. [detailed record] [bibtex] C. Osorio and M. Bierlaire, A multiple model approach for traffic signal optimization in the city of Lausanne, 2006. [detailed record] [bibtex] T. Robin, G. Antonini, M. Bierlaire and J. Cruz, Specification, estimation and validation of a pedestrian walking behaviour model, 2006. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Network performance optimization using a queueing network model, 2006. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Signal control optimization with a queueing network model capturing congestion, 2006. [detailed record] [bibtex] C. Osorio and M. Bierlaire, A queueing network approach to the traffic signal optimization of the Lausanne city center, 2006. [detailed record] [bibtex] I. Vacca, M. Salani and M. Bierlaire, Two-stage column generation and applications in container terminal management, 2006. [detailed record] [bibtex] M. Sorci, G. Antonini, B. Cerretani, J. Cruz, T. Robin, M. Bierlaire and J.-P. Thiran, Modelling human perception of static facial expressions, 2006. [detailed record] [bibtex] A. Alahi, D. Marimon, M. Bierlaire and M. Kunt, A Master-Slave Approach for Object Detection and Matching with Fixed and Mobile Cameras, 2006. [detailed record] [bibtex] A. Alahi, P. Vandergheynst, M. Bierlaire and M. Kunt, Object Detection and Matching in a Mixed Network of Fixed and Mobile Cameras, 2006. [detailed record] [bibtex] A. Alahi, M. Bierlaire and M. Kunt, Object Detection and Matching with Mobile Cameras Collaborating with Fixed Cameras, 2006. [detailed record] [bibtex] M. Ben-Akiva, M. Bierlaire, J. Bottom, H. Koutsopoulos and R. Mishalani, Development of a route guidance generation system for real-time application, 2006. [detailed record] [bibtex] C. Antoniou, M. Ben-Akiva, M. Bierlaire and R. Mishalani, Demand simulation for dynamic traffic assignment, 2006. [detailed record] [bibtex] K. Ashok, M. Ben-Akiva, M. Bierlaire, A. Chachich, A. Hotz, H. Koutsopoulos, R. Mishalani and Q. Yang, Tools for design and operations of dynamic traffic management systems, 2006. [detailed record] [bibtex] M. Ben-Akiva, M. Bierlaire, H. Koutsopoulos and R. Mishalani, DynaMIT: a simulation-based system for traffic prediction, 2006. [detailed record] [bibtex] T. Liebling, M. Bierlaire, F. Crittin, F. Righetti and A. Stagno, Modeling and Simulation in Logistics, 2006. [detailed record] [bibtex] M. Ben-Akiva, M. Bierlaire, D. Burton, H. Koutsopoulos and R. Mishalani, Simulated-based tools for dynamic traffic assignment: DynaMIT and applications, 2006. [detailed record] [bibtex] A. Torday and M. Bierlaire, PAPABILES: Projet Autoroutier Pilote Aubonne-Belmont pour une Initiative Lausannoise d'évaluation par Simulation, 2006. [detailed record] [bibtex] F. Crittin and M. Bierlaire, New Algorithmic Approaches for the Anticipatory Route Guidance Generation Problem, 2006. [detailed record] [bibtex] M. Bierlaire, K. Axhausen and G. Abay, The acceptance of modal innovation: The case of Swissmetro, 2006. [detailed record] [bibtex] M. Bierlaire, A general formulation of the cross-nested logit model, 2006. [detailed record] [bibtex] M. Bierlaire and F. Crittin, LSQR algorithm for real-time OD estimation and prediction, 2006. [detailed record] [bibtex] A. Torday, M. Bierlaire and D. Baumann, PAPABILES: Simulation-based evaluation of the impact of telematics in the Lausanne area: a pilot study. Phase 2: Third lane and ramp metering, 2006. [detailed record] [bibtex] F. Crittin and M. Bierlaire, An efficient algorithm for real-time estimation and prediction of dynamic OD table, 2006. [detailed record] [bibtex] M. Bierlaire, The Network GEV model, 2006. [detailed record] [bibtex] F. Crittin and M. Bierlaire, Solving the anticipatory route guidance generation problem using a generalization of secant methods, 2006. [detailed record] [bibtex] M. Bierlaire, BIOGEME: a free package for the estimation of discrete choice models, 2006. [detailed record] [bibtex] F. Crittin and M. Bierlaire, A generalization of secant methods for solving nonlinear systems of equations, 2006. [detailed record] [bibtex] S. Hess, J. Polak and M. Bierlaire, Development of a mixed cross-nested logit model with an application to mode choice modelling, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Development and application of a mixed cross-nested logit model, 2006. [detailed record] [bibtex] S. Venegas, G. Antonini, J.-P. Thiran and M. Bierlaire, Bayesian Integration of a discrete Choice Pedestrian Behavioral Model and Image Correlation Techniques for Automatic Multi Object Tracking, 2006. [detailed record] [bibtex] K. Axhausen, A. Koenig, G. Abay, J. Bates and M. Bierlaire, Swiss value of travel Time Savings, 2006. [detailed record] [bibtex] G. Antonini, S. Venegas, J.-P. Thiran and M. Bierlaire, A discrete choice pedestrian behavior model for pedestrian detection in visual tracking systems, 2006. [detailed record] [bibtex] G. Antonini, M. Bierlaire and M. Weber, Simulation of Pedestrian Behaviour using a Discrete Choice Model Calibrated on Actual Motion Data, 2006. [detailed record] [bibtex] E. Abbe, M. Bierlaire and T. Toledo, Normalization and correlation of cross-nested logit models, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Estimation of value of travel-time saving using mixed logit models, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Capturing taste heterogeneity and correlation structure with mixed GEV models, 2006. [detailed record] [bibtex] M. Bierlaire and M. Thémans, Development of Swiss models for transportation demand prediction in response to real-time traffic information, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Discrete mixtures of GEV models, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Interpretation of counter-intuitively signed value of travel-time saving estimates, 2006. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Route choice models with subpath components, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Mixed GEV modelling of mode-choice, 2006. [detailed record] [bibtex] M. Bierlaire and M. Thémans, Algorithmic developments for the estimate of advanced discrete choice models, 2006. [detailed record] [bibtex] I. Spassov, M. Bierlaire and B. Merminod, Bayesian Inference for Autonomous Personal Localisation Indoors, 2006. [detailed record] [bibtex] I. Spassov, M. Bierlaire and B. Merminod, Map-matching for pedestrians via Bayesian inference, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Capturing correlation with subnetworks in route choice models, 2006. [detailed record] [bibtex] M. Bierlaire, E. Frejinger and J. Stojanovic, A latent route choice model in Switzerland, 2006. [detailed record] [bibtex] G. Antonini and M. Bierlaire, Capturing interactions in pedestrian walking behavior in a discrete choice framework, 2006. [detailed record] [bibtex] S. Hess, J. Polak and M. Bierlaire, Confounding between substitution patterns and random taste heterogeneity, 2006. [detailed record] [bibtex] M. Thémans and M. Bierlaire, Solving singularity issues in the estimation of econometric models, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Capturing Correlation in Route Choice Models using Subnetworks, 2006. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, A practical test for the choice of mixing distribution in discrete choice models, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Discrete mixture Models, 2006. [detailed record] [bibtex] I. Spassov, M. Bierlaire and B. Merminod, Bayesian Approach for Indoor Pedestrian Localisation, 2006. [detailed record] [bibtex] M. Bierlaire, M. Thémans and N. Zufferey, Nonlinear global optimization relevant to discrete choice models estimation, 2006. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Discrete choice models with multiplicative error terms, 2006. [detailed record] [bibtex] J.-P. Leyvraz, M. Bierlaire and P. Paulus, Tools to evaluate future actions on the traffic in Lausanne, 2006. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, Robust Optimization with Recovery: Application to Shortest Paths and Airline Scheduling, 2006. [detailed record] [bibtex] Z. Patterson and M. Bierlaire, An UrbanSim Model of Brussels in a Short Timeline, 2006. [detailed record] [bibtex] I. Vacca, M. Bierlaire and M. Salani, Optimization at Container Terminals: Status, Trends and Perspectives, 2006. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Describing network congestion and blocking with an analytic queueing network model, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Random Sampling of Alternatives for Route Choice Modeling, 2006. [detailed record] [bibtex] C. Osorio and M. Bierlaire, An Analytic Finite Capacity Queueing Network Model Capturing Congestion and Spillbacks, 2006. [detailed record] [bibtex] M. Bierlaire, N. Eggenberg and M. Salani, Column generation methods for disrupted airline schedules, 2006. [detailed record] [bibtex] M. Bierlaire, M. Thémans and N. Zufferey, A heuristic for nonlinear global optimization relevant to discrete choice models estimation, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Stochastic Path Generation Algorithm for Route Choice Models, 2006. [detailed record] [bibtex] 2004 M. Bierlaire and F. Crittin, Solving the anticipatory route guidance generation problem using a generalization of secant methods, 3rd Swiss Transport Research Conference, 2004. [detailed record] [bibtex] M. Bierlaire and F. Crittin, A generalization of secant methods for solving nonlinear systems of equations, 3rd Swiss Transport Research Conference, Monte-Verita, Ascona (Switzerland), 2004. [detailed record] [bibtex] 2003 M. Spada, M. Bierlaire and T.M. Liebling, Decision-aid Methodology for the school Bus Routing and Scheduling Problem, , 2003. [detailed record] [bibtex] 2002 A. Torday, M. Bierlaire and D. Baumann, PAPABILES. Simulation-based evaluation of the impact of telematics in the Lausanne area: a pilot study. Phase 2:third lane and ramp metering, Conference paper STRC 2002 Session Accessibility., 2002. [detailed record] [bibtex] M. Bierlaire, The network GEV model, Proceedings of the 2nd Swiss Transportation Research Conference, Ascona, March 2002, 2002. [detailed record] [bibtex] M. Bierlaire and F. Crittin, LSQR algorithm for real-time OD estimation and prediction, Proceedings of the First Greek Transportation Research Conference, 2002. [detailed record] [bibtex] M. Bierlaire and F. Crittin, An efficient algorithm for real-time estimation and prediction of dynamic OD table, Proceedings of the 2nd Swiss Transportation Research Conference, 2002. [detailed record] [bibtex] Ph.D. Thesis 2008 E. Frejinger, Route choice analysis, Ph.D. Thesis, 2008. [detailed record] [bibtex] 2007 I. Spassov, Algorithms for map-aided autonomous indoor pedestrian positioning and navigation, Ph.D. Thesis, 2007. [detailed record] [bibtex] M. Thémans, Numerical methods and models relevant to transportation applications, Ph.D. Thesis, 2007. [detailed record] [bibtex] 2005 R. Oeuvray, Trust-region methods based on radial basis functions with application to biomedical imaging, Ph.D. Thesis, 2005. [detailed record] [bibtex] 2003 F. Crittin, New algorithmic methods for real-time transportation problems, Ph.D. Thesis, 2003. [detailed record] [bibtex] Book 2006 M. Bierlaire, Introduction à l'optimisation différentiable, Lausanne : Presses Polytechniques et Universitaires Romandes, 2006. [detailed record] [bibtex] Book Chapter 2008 M. Bierlaire, Recent methodological developments in discrete choice models, in Metodi, Modelli, e Tecnologie dell’Informazione a Supporto delle Decisioni. Parte prima: metodologie, 2008. [detailed record] [bibtex] 2007 T. Liebling, M. Bierlaire, F. Crittin, J.-F. Hêche, E. Thiémard, A. Stagno and F. Righetti, Modeling and simulation in logistics, in Essential of logistics and management, Lausanne, Switzwerland : EPFL Press, 2007. [detailed record] [bibtex] M. Bierlaire, G. Antonini and M. Weber, Behavioural dynamics for pedestrians, in Moving through nets: the physical and social dimensions of travel, Elsevier, 2007. [detailed record] [bibtex] G. Antonini and M. Bierlaire, A discrete choice framework for acceleration and direction change behaviors in walking pedestrians, in Pedestrian and Evacuation Dynamics 2005, Springer, 2007. [detailed record] [bibtex] 2006 E. Bogers, M. Bierlaire and S. Hoogendoorn, Modelling learning behaviour in route choice, in TRAIL in motion - Selected papers, Delft, The Netherlands : TRAIL Research School, 2006. [detailed record] [bibtex] G. Antonini, M. Sorci, M. Bierlaire and J.-P. Thiran, Discrete Choice Models for Static Facial Expression Recognition, in Advanced Concepts for Intelligent Vision Systems, Springer Berlin / Heidelberg, 2006. [detailed record] [bibtex] 2005 S. Hess, J. Polak and M. Bierlaire, Functional approximations to alternative-specific constants in time-period choice-modelling, in Transportation and Traffic Theory. Flow, Dynamics and Human Interaction, Elsevier, 2005. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Capturing correlation and taste heterogeneity with Mixed GEV models, in Application of simulation methods in environmental and resource economics, Springer, 2005. [detailed record] [bibtex] M. Bierlaire, Capturing complex transportation behaviors with advanced random utility models, in The reliability of traveling and the robustness of transport systems, TRAIL Research School, 2005. [detailed record] [bibtex] S. Venegas, G. Antonini, J.-P. Thiran and M. Bierlaire, Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques, in Machine Learning for Multimodal Interaction, Springer, 2005. [detailed record] [bibtex] 2004 R. Oeuvray and M. Bierlaire, A New Derivative-free Algorithm for the Medical Image Registration Problem, in Modelling, Simulation, and Optimization, Acta Press, 2004. [detailed record] [bibtex] M. Bierlaire, Estimation et prédiction en temps-réel de tables, in Modélisation du trafic - Actes du Groupe de Travail 2002, INRETS, 2004. [detailed record] [bibtex] 2003 M. Ben-Akiva and M. Bierlaire, Discrete choice models with applications to departure time and route choice, in Handbook of Transportation Science, 2nd edition, Kluwer, 2003. [detailed record] [bibtex] M. Spada, M. Bierlaire and T. Liebling, School bus routing and scheduling problem, in Operations Research Proceedings 2002, Springer, 2003. [detailed record] [bibtex] 2002 S. Schoenfelder, K. Axhausen, N. Antille and M. Bierlaire, Exploring the potentials of automatically collected GPS data for travel behaviour analysis - a Swedish data source, in GI-Technologien für Verkehr und Logistik, Institut für Geoinformatik, Universität Münster, 2002. [detailed record] [bibtex] T. Liebling, M. Bierlaire, F. Crittin, J.-F. Hêche, E. Thiémard, A. Stagno and F. Righetti, Modeling and simulation in logistics, in The Essentials of Logistics and Management, EPFL Press, 2002. [detailed record] [bibtex] M. Ben-Akiva, M. Bierlaire, H. Koutsopoulos and R. Mishalani, Real-time simulation of traffic demand-supply interactions within DynaMIT, in Transportation and network analysis: current trends. Miscellenea in honor of Michael Florian, Kluwer, 2002. [detailed record] [bibtex] Technical Report 2008 I. Vacca, M. Bierlaire and M. Salani, Optimization at Container Terminals: Status, Trends and Perspectives (revised version), Technical Report, 2008. [detailed record] [bibtex] Z. Patterson and M. Bierlaire, Development of Prototype UrbanSim Models, Technical Report, 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Accounting for congestion and spillbacks in fixed-time traffic signal optimization: an analytical queueing model approach, Technical Report, 2008. [detailed record] [bibtex] G. Floetteroed, M. Bierlaire and K. Nagel, Bayesian calibration of dynamic traffic simulations, Technical Report, 2008. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data, Technical Report, 2008. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, Constraint Specific Recovery Networks for Solving Airline Recovery Problems, Technical Report, 2008. [detailed record] [bibtex] J. Cruz, M. Bierlaire and J.-P. Thiran, Multiple-View Scenes: Reconstruction and Virtual Views, Technical Report, 2008. [detailed record] [bibtex] A. Alahi, M. Bierlaire and M. Kunt, Combination of Fixed and Mobile Cameras for Automatic Pedestrian Detection, Technical Report, 2008. [detailed record] [bibtex] J. Cruz Mota, M. Bierlaire and J.-P. Thiran, Multiple-View Scenes: Reconstruction and Virtual Views, Technical Report, 2008. [detailed record] [bibtex] 2007 I. Vacca, M. Bierlaire and M. Salani, Optimization at Container Terminals: Status, Trends and Perspectives, Technical Report, 2007. [detailed record] [bibtex] T. Robin, G. Antonini, M. Bierlaire and J. Cruz, Specification, estimation and validation of a pedestrian walking behavior model, Technical Report, 2007. [detailed record] [bibtex] C. Osorio and M. Bierlaire, An analytic finite capacity queueing network model capturing blocking, congestion and spillbacks, Technical Report, 2007. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Sampling of Alternatives for Route Choice Modeling, Technical Report, 2007. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Circumventing the problem of the scale: discrete choice models with multiplicative error terms, Technical Report, 2007. [detailed record] [bibtex] N. Eggenberg, M. Bierlaire and M. Salani, A column generation algorithm for disrupted airline schedules, Technical Report, 2007. [detailed record] [bibtex] M. Bierlaire, M. Thémans and N. Zufferey, A heuristic for nonlinear global optimization, Technical Report, 2007. [detailed record] [bibtex] M. Bierlaire and A. Lucadamo, Sampling of alternatives using multidimensional analysis, Technical Report, 2007. [detailed record] [bibtex] M. Bierlaire, J.-P. Leyvraz, P. Paulus and T. Robin, Montage d’une matrice multimodale 2020 avec le modèle EMME/2 de l’agglomération Lausanne-Morges, Technical Report, 2007. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Route choice modeling with network-free data, Technical Report, 2007. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Technical note: A Stochastic Choice Set Generation Algorithm, Technical Report, 2007. [detailed record] [bibtex] M. Bierlaire, Recent methodological developments in discrete choice models, Technical Report, 2007. [detailed record] [bibtex] G. Antonini, M. Bierlaire, S. Schneider and T. Robin, Specification, estimation and validation of a pedestrian walking behavior model, Technical Report, 2007. [detailed record] [bibtex] 2006 M. Vrtic, N. Schuessler, A. Erath, K. Axhausen, E. Frejinger, J. Stojanovic, M. Bierlaire, R. Rudel and R. Maggi, Including travelling costs in the modelling of mobility behaviour, Technical Report, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, A systematic comparison of continuous and discrete mixture models, Technical Report, 2006. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Discrete choice models with multiplicative error terms, Technical Report, 2006. [detailed record] [bibtex] M. Bierlaire and M. Thémans, Dealing with singularities in nonlinear unconstrained optimization, Technical Report, 2006. [detailed record] [bibtex] M. Bierlaire, D. Bolduc and D. McFadden, The estimation of Generalized Extreme Value models from choice-based samples, Technical Report, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Capturing correlation in large-scale route choice models, Technical Report, 2006. [detailed record] [bibtex] M. Bierlaire, M. Thémans and K. Axhausen, Analysis of driver's response to real-time information in Switzerland, Technical Report, 2006. [detailed record] [bibtex] M. Bierlaire, F. Crittin and M. Thémans, A multi-iterate method to solve systems of nonlinear equations, Technical Report, 2006. [detailed record] [bibtex] 2005 M. Fosgerau and M. Bierlaire, A practical test for the choice of mixing distribution in discrete choice models, Technical Report, 2005. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Route Choice Models with Subpath Components, Technical Report, 2005. [detailed record] [bibtex] G. Antonini and M. Bierlaire, Capturing interactions in pedestrian walking behavior in a discrete choice framework, Technical Report, 2005. [detailed record] [bibtex] 2004 O. Divorra Escoda, P. Vandergheynst and M. Bierlaire, Video Representation Using Greedy Approximations Over Redundant Parametric Dictionaries, Technical Report, 2004. [detailed record] [bibtex] M. Spada, M. Bierlaire and T. Liebling, Decision-aid Methodology for the School Bus Routing and Scheduling Problem, Technical Report, 2004. [detailed record] [bibtex] R. Oeuvray and M. Bierlaire, Performance evaluation of BOOSTERS, Technical Report, 2004. [detailed record] [bibtex] R. Oeuvray and M. Bierlaire, BOOSTERS: A Derivative-Free Algorithm Based on Radial Basis Functions, Technical Report, 2004. [detailed record] [bibtex] R. Oeuvray and M. Bierlaire, A New Derivative-free Algorithm for the Medical Image Registration Problem, Technical Report, 2004. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Estimation of value-of-time using Mixed Logit models, Technical Report, 2004. [detailed record] [bibtex] M. Bierlaire, Estimation et prédiction en temps-réel de tables origine-destination, Technical Report, 2004. [detailed record] [bibtex] M. Bierlaire and F. Crittin, A class of multi-iterate methods to solve systems of nonlinear equations, Technical Report, 2004. [detailed record] [bibtex] G. Antonini, M. Bierlaire and M. Weber, Discrete choice models of pedestrian behavior, Technical Report, 2004. [detailed record] [bibtex] G. Antonini, S. Venegas, J. Thiran and M. Bierlaire, A discrete choice pedestrian behavior for pedestrian detection in visual tracking systems, Technical Report, 2004. [detailed record] [bibtex] 2003 M. Spada, M. Bierlaire and T.M. Liebling, Decision-aiding Methodology for the School Bus Routing and Scheduling Problem, Technical Report, 2003. [detailed record] [bibtex] R. Oeuvray and M. Bierlaire, Boosters: A Derivative-Free Algorithm Based on Radial Basis Functions, Technical Report, 2003. [detailed record] [bibtex] A. Daly and M. Bierlaire, A general and operational representation of GEV models, Technical Report, 2003. [detailed record] [bibtex] M. Bierlaire and F. Crittin, Solving large scale systems of nonlinear equations, Technical Report, 2003. [detailed record] [bibtex] 2002 M. Spada, M. Bierlaire and T.M. Liebling, Decision-aid Methodology for the school Bus Routing and Scheduling Problem, Technical Report, 2002. [detailed record] [bibtex] R. Oeuvray and M. Bierlaire, On the differentiability of the MI estimator, Technical Report, 2002. [detailed record] [bibtex] 2001 M. Bierlaire, K. Axhausen and G. Abay, The acceptance of modal innovation: The case of Swissmetro, Technical Report, 2001. [detailed record] [bibtex] M. Bierlaire and A. Torday, PAPABILES, Technical Report, 2001. [detailed record] [bibtex] M. Bierlaire, A general formulation of the cross-nested logit model, Technical Report, 2001. [detailed record] [bibtex] Other 2008 T. Robin, M. Bierlaire, G. Antonini and J. Cruz, Specification, estimation and validation of a pedestrian walking behaviour model, 2008. [detailed record] [bibtex] T. Robin, M. Bierlaire, G. Antonini and J. Cruz, Specification, estimation and validation of a pedestrian walking behaviour model, 2008. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, An algorithm for the recovery of disrupted airline schedules, 2008. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, Recovery of disrupted airline schedules, 2008. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data, 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Optimización de semáforos en el centro de Lausana mediante un modelo de filas de espera, 2008. [detailed record] [bibtex] M. Bierlaire, The complex nature of route choice models, 2008. [detailed record] [bibtex] M. Bierlaire, V. Kaufmann and S. Lavadinho, Swiss Transport Research in Motion, 2008. [detailed record] [bibtex] M. Bierlaire, M. Thémans and N. Zufferey, A heuristic for nonlinear global optimization, 2008. [detailed record] [bibtex] T. Robin, M. Bierlaire and J. Cruz, Behavioural modeling of dynamic facial expression recognition, 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, A queueing network approach to the traffic signal optimization of the Lausanne city center, 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Signal control optimization with a queueing network model capturing congestion, 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Network performance evaluation and optimization using a queueing network model, 2008. [detailed record] [bibtex] Z. Patterson, M. Bierlaire and R. Hurtubia, Development of prototype UrbanSim models, 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Network performance optimization using a queueing network model, 2008. [detailed record] [bibtex] F. Martinez, E. Cascetta, F. Pagliara, M. Bierlaire and K. Axhausen, Modeling dominated choice alternatives using the constrained multinomial logit , 2008. [detailed record] [bibtex] T. Robin, G. Antonini, M. Bierlaire and J. Cruz, Specification, estimation and validation of a pedestrian walking behaviour model, 2008. [detailed record] [bibtex] T. Robin, G. Antonini, M. Bierlaire and J. Cruz, Specification, estimation and validation of a pedestrian walking behaviour model, 2008. [detailed record] [bibtex] Z. Patterson, M. Bierlaire and R. Hurtubia, Development of prototype UrbanSim models, 2008. [detailed record] [bibtex] I. Vacca, M. Salani and M. Bierlaire, Two-stage column generation and applications in container terminal management, 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, A multiple model approach for traffic signal optimization in the city of Lausanne, 2008. [detailed record] [bibtex] F. Martinez, E. Cascetta, F. Pagliara, M. Bierlaire and K. Axhausen, An application of the constrained multinomial Logit (CMNL) for modeling dominated choice alternatives, 2008. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, Optimization of Uncertainty Features for Transportation Problems , 2008. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Accounting for congestion and spillbacks in fixed-time traffic signal optimization: a queueing network approach, 2008. [detailed record] [bibtex] T. Robin, M. Bierlaire, G. Antonini and J. Cruz, Validation of a discrete choice model of walking behavior, 2008. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Some challenges in route choice modeling, 2008. [detailed record] [bibtex] M. Bierlaire, M. Thémans and N. Zufferey, A heuristic for nonlinear global optimization, 2008. [detailed record] [bibtex] M. Bierlaire, Route choice models: Introduction and recent developments, 2008. [detailed record] [bibtex] 2007 T. Robin, M. Bierlaire, G. Antonini and J. Cruz, Specification, estimation and validation of a pedestrian walking behaviour model, 2007. [detailed record] [bibtex] N. Eggenberg, M. Bierlaire and M. Salani, A Recovery Algorithm for a Disrupted Airline Schedule, 2007. [detailed record] [bibtex] M. Thémans and M. Bierlaire, Optimisation non-linéaire globale avec applications aux modèles de choix discret, 2007. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Route choice modeling based on network-free data, 2007. [detailed record] [bibtex] N. Eggenberg, M. Bierlaire and M. Salani, A Recovery Algorithm for a Disrupted Airline Schedule, 2007. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Analysis of finite capacity queueing networks, 2007. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, A Recovery Algorithm for a Disrupted Airline Schedule, 2007. [detailed record] [bibtex] M. Bierlaire, Discrete choice models and heuristics for global nonlinear optimization, 2007. [detailed record] [bibtex] M. Bierlaire, M. Thémans and N. Zufferey, A heuristic for global nonlinear optimization, 2007. [detailed record] [bibtex] M. Bierlaire, D. Bolduc and D. McFadden, The estimation of multivariate extreme value models from choice-based samples, 2007. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Capturing blocking and spillback in finite capacity queueing networks, 2007. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Importance sampling of alternatives for route choice models, 2007. [detailed record] [bibtex] I. Spassov, M. Bierlaire and B. Merminod, Map-based Autonomous Personal Localization and Tracking, 2007. [detailed record] [bibtex] C. Osorio and M. Bierlaire, An analytic finite capacity queueing network model capturing congestion and spillbacks, 2007. [detailed record] [bibtex] N. Eggenberg, M. Bierlaire and M. Salani, Airline Disruptions: Aircraft Recovery with Maintenance Constraints, 2007. [detailed record] [bibtex] M. Thémans and M. Bierlaire, A heuristic for nonlinear global optimization relevant to discrete choice models estimation, 2007. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Stochastic Path Generation Algorithm for Route Choice Models, 2007. [detailed record] [bibtex] N. Eggenberg, M. Bierlaire and M. Salani, Airline Disruptions: Aircraft Recovery with Maintenance Constraints, 2007. [detailed record] [bibtex] M. Bierlaire and E. Frejinger, Three challenges in route choice modeling, 2007. [detailed record] [bibtex] M. Bierlaire, Modelling and forecasting human behaviours: new challenges and opportunities, 2007. [detailed record] [bibtex] M. Bierlaire, BIOGEME: an open source package for the estimation of advanced discrete choice models, 2007. [detailed record] [bibtex] I. Vacca, M. Bierlaire and M. Salani, Optimization of Container Terminal Operations, 2007. [detailed record] [bibtex] T. Robin, J. Cruz, M. Sorci and M. Bierlaire, Modelling Human Perception of Facial Expressions by Discrete Choice Models, 2007. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, Column Generation Methods for Disrupted Airline Schedules, 2007. [detailed record] [bibtex] J. Cruz, T. Robin, M. Sorci, M. Bierlaire and J.-P. Thiran, Modelling Human Perception of Facial Expressions by Discrete Choice Models, 2007. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Circumventing the problem of the scale: discrete choice models with multiplicative error terms, 2007. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Choice set generation for route choice models using a sampling approach, 2007. [detailed record] [bibtex] I. Vacca, M. Bierlaire and M. Salani, Yard Optimization at Sea Container Terminals, 2007. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Random Sampling of Alternatives for Route Choice Modeling, 2007. [detailed record] [bibtex] Z. Patterson and M. Bierlaire, An UrbanSim Model of Brussels in a Short Timeline, 2007. [detailed record] [bibtex] N. Eggenberg, M. Salani and M. Bierlaire, Robust Optimization with Recovery: Application to Shortest Paths and Airline Scheduling, 2007. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Describing network congestion and blocking with an analytic queueing network model, 2007. [detailed record] [bibtex] I. Vacca, M. Bierlaire and M. Salani, Optimization at Container Terminals: Status, Trends and Perspectives, 2007. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Discrete choice models with multiplicative error terms, 2007. [detailed record] [bibtex] M. Bierlaire, Modeling the walking behavior of pedestrians, 2007. [detailed record] [bibtex] M. Bierlaire, Modeling the human dimension of transport, 2007. [detailed record] [bibtex] M. Bierlaire, A short discussion about travel demand models, 2007. [detailed record] [bibtex] M. Bierlaire, Advances in route choice modelling, 2007. [detailed record] [bibtex] 2006 S. Hess, M. Bierlaire and J. Polak, Discrete mixtures models, 2006. [detailed record] [bibtex] M. Thémans and M. Bierlaire, Solving singularity issues in the estimation of econometric models, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Capturing correlation in route choice models using subpaths and subnetworks, 2006. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Extending and testing mixtures of the multinomial logit model, 2006. [detailed record] [bibtex] S. Hess, M. Bierlaire and J. Polak, Confounding between substitution patterns and random taste heterogeneity, 2006. [detailed record] [bibtex] I. Spassov, M. Bierlaire and B. Merminod, Bayesian approach for indoor pedestrian localisation, 2006. [detailed record] [bibtex] G. Antonini and M. Bierlaire, Modelling pedestrian interactions with discrete choice models, 2006. [detailed record] [bibtex] G. Antonini and M. Bierlaire, Discrete Choice Models for Pedestrian Walking Behavior, 2006. [detailed record] [bibtex] G. Antonini and M. Bierlaire, Modélisation du comportement de marche des piétons, 2006. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Testing the choice of a mixing distribution in discrete choice models, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Capturing Correlation in Route Choice Models using Subnetworks, 2006. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, A route choice model suitable for traffic simulation, 2006. [detailed record] [bibtex] C. Osorio and M. Bierlaire, Analysis of finite capacity queueing networks, 2006. [detailed record] [bibtex] M. Bierlaire, E. Frejinger and J. Stojanovic, A latent route choice model in Switzerland, 2006. [detailed record] [bibtex] M. Bierlaire and M. Thémans, Solving singularity issues in the estimation of econometric models, 2006. [detailed record] [bibtex] M. Bierlaire, D. Bolduc and D. McFadden, The estimation of generalized extreme value models from choice-based samples, 2006. [detailed record] [bibtex] M. Bierlaire, Recent methodological developments in discrete choice models, 2006. [detailed record] [bibtex] M. Bierlaire, Divers aspects de la modélisation de la demande en transport, 2006. [detailed record] [bibtex] M. Fosgerau and M. Bierlaire, Circumventing the problem of the scale: discrete choice models with multiplicative error terms, 2006. [detailed record] [bibtex] 2005 M. Bierlaire, Capturing complex transportation behaviors with advanced random utility models, 2005. [detailed record] [bibtex] M. Bierlaire, Estimating advanced random utility models with BIOGEME, 2005. [detailed record] [bibtex] M. Bierlaire, Mixture of discrete choice models: an application to Value of Travel Time Savings analysis, 2005. [detailed record] [bibtex] M. Bierlaire, Transportation analysis: a bottom-up approach, 2005. [detailed record] [bibtex] M. Bierlaire, D. Bolduc and D. McFadden, Sampling issues with GEV models, 2005. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Capturing Overlap with Subpaths in Route Choice Models, 2005. [detailed record] [bibtex] M. Bierlaire, E. Abbe and T. Toledo, Normalization and correlation of cross-nested logit models, 2005. [detailed record] [bibtex] 2004 M. Bierlaire, Solving Large-Scale Systems of Noisy Nonlinear Equations, 2004. [detailed record] [bibtex] M. Bierlaire, Solving large scale systems of nonlinear equations, 2004. [detailed record] [bibtex] M. Thémans and M. Bierlaire, Algorithmic developments for the estimation of advanced discrete choice models, 2004. [detailed record] [bibtex] E. Frejinger and M. Bierlaire, Route choice models based on GPS data, 2004. [detailed record] [bibtex] M. Bierlaire, The Mixed Network GEV model, 2004. [detailed record] [bibtex] M. Bierlaire, Modelling choices using Biogeme, 2004. [detailed record] [bibtex] M. Bierlaire, A New Algorithm to Solve Large-scale Fixed-point Problems, 2004. [detailed record] [bibtex] M. Bierlaire, Introduction to discrete choice models, 2004. [detailed record] [bibtex]

Skills Transportation analysis Operations Research Discrete choice models Nonlinear optimization Teaching Civil Engineering Mathematical modeling of behavior [en] (SSC SPH SMTE SMA SSV SGM SIF SGC) Methodology of assistance to the decison in the field of transport [fr] Modelling of energy and transport systems [fr] (SSIE SGC) Operations research [fr] Transport and Telematic [fr] Phd programs Management of technology Manufacturing Systems and Robotics Electrical Engineering Architecture and Sciences of the City Mathematics (edoc) Computer, Communication and Information Sciences Phd Students Chen Jingmin Cruz Mota Javier Eggenberg Niklaus Fetiarison Mamy Nirina Hurtubia Gonzalez Ricardo Daniel Küçük Bilge Osorio Pizano Carolina Robin Thomas Vacca Ilaria Past Phd students: Antonini Gianluca Crittin Frank Frejinger Emma Oeuvray Rodrigue Spassov Ivan Thémans Michaël