Michel Bierlaire
Professeur ordinaire
michel.bierlaire@epfl.ch +41 21 693 25 37 http://transp-or.epfl.ch/personnal.php?Person=BIERLAIRE
Nationalité : Belgium & Switzerland
Date de naissance : 09.02.1967
EPFL ENAC IIC TRANSP-OR
GC B2 386 (Bâtiment GC)
Station 18
CH-1015 Lausanne
+41 21 693 25 37
+41 21 693 24 08
Site web: https://transp-or.epfl.ch/
Unité: TRANSP-OR
Local: GC B2 386
+41 21 693 24 08
Site web: https://transp-or.epfl.ch/
Unité: TRANSP-OR
Local: GC B2 386
EPFL ENT-I TRACE
GC B2 386 (Bâtiment GC)
Station 18
CH-1015 Lausanne
+41 21 693 25 37
+41 21 693 23 45
Site web: https://transport.epfl.ch/
Unité: TRACE-GE
Local: GC B2 386
+41 21 693 23 45
Site web: https://transport.epfl.ch/
Unité: TRACE-GE
Local: GC B2 386
EPFL ENAC GIS-GE
GC B2 386 (Bâtiment GC)
Station 18
CH-1015 Lausanne
EPFL ENAC SGC-GE
GC B2 386 (Bâtiment GC)
Station 18
CH-1015 Lausanne
Unité: SHS-ENS
Unité: EDMA-ENS
EPFL E EDCE-GE
GC B2 386 (Bâtiment GC)
Station 18
CH-1015 Lausanne
Biography
Belgian, born in 1967, Michel Bierlaire holds 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. From 2009 to 2017, he was the director of Doctoral Program in Civil and Environmental Engineering at EPFL. In 2012, he was appointed full professor at EPFL. Since September 2017, he is the head of the Civil Engineering Institute 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), operations research (scheduling, assignment, etc.) and Dynamic Traffic Management Systems.
As of December 2017, he has published 113 papers in international journals (including Transportation Research Part B, the transportation journal with the highest impact factor), 4 books, 39 book chapters, 170 articles in conference proceedings, 160 technical reports, and has given 187 scientific seminars. His ISI h-index is 25. His Google Scholar h-index is 51.
He is the founder, organizer and lecturer of the EPFL Advanced Continuing Education Course "Discrete Choice Analysis: Predicting Demand and Market Shares".
He is the founder and the chairman of hEART: the European Association for Research in Transportation.
He is the Editor-in-Chief of the EURO Journal on Transportation and Logistics. He is an Associate Editor of Operations Research and of the Journal of Choice Modelling. He is the editor of two special issues 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.
Affiliations
- Full 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.
- Director, Doctoral Program in Civil and Environmental Engineering, Ecole Polytechnique Fédérale de Lausanne Switzerland.
- Research Affiliate, Dpt of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Ma., USA
Links
- List of publications and activities of Michel Bierlaire
- List of publications of the Transport and Mobility Laboratory
- Google Scholar citations
Miscellaneous responsibilities
as of June 2016
- Member of the Editorial Advisory Board, Transportation Research Part B (since January 01, 1995)
- Member of the Editorial Advisory Board, European Transport, Quarterly Journal of Transport Law, Economics and Engineering (since February 01, 2005)
- Member of the Editorial Advisory Board, Transportation Research Part C (since January 01, 2006)
- Director of the Transport and Mobility Laboratory, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland (since July 01, 2006)
- Associate Editor, Journal of Choice Modelling (since June 01, 2007)
- Member of the Scientific Council, Centre for Transport Studies, KTH Royal Institute of Technology, Sweden (since March 06, 2009)
- Director, Transportation Center, Ecole Polytechnique Fédérale de Lausanne, Switzerland (since May 06, 2009)
- Director of the Doctoral Program in Civil and Environmental Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland (since January 01, 2010)
- Editor-in-Chief, EURO Journal on Transport and Logistics (since February 01, 2011)
- Member of the Editorial Advisory Board, European Journal of Transport and Infrastructure Research (since November 08, 2011)
- Associate Editor, Operations Research (since January 01, 2012)
- Member of the research council, Swiss Federal Railways (SBB), Bern, Switzerland (since January 01, 2015)
- Member of the Academic Promotion Committee, EPFL, Lausanne, Switzerland (since April 01, 2015)
- Member of the scientific advisory board, CIRRELT (Interuniversity Research Center on Enterprise Networks, Logistics and Transportation, Québec, Canada (since January 01, 2016)
- External expert, Swiss Federal Railways (SBB), Bern, Switzerland (since February 01, 2016) [RailFit 20/30 Project]
Parcours professionnel
| Full Professor | Transport and Mobility Laboratory | School of Architecture, Civil and Environmental Engineering, Ecole Polytechnique F�d�rale de Lausanne | 2012-present |
| Associate Professor | Transport and Mobility Laboratory, School of Architecture, Civil and Environmental Engineering | Ecole Polytechnique F�d�rale de Lausanne | 2006-2012 |
| Ma�tre d'enseignement et de recherche | Operations Research Group ROSO | Ecole Polytechnique F�d�rale de Lausanne | 1998-2006 |
| Research Associate - Project Manager | Intelligent Transportation Systems Program | Massachusetts Institute of Technology | 1995-1998 |
| Research Assistant | Transportation Research Group | Facult�s Universitaires Notre-Dame de la Paix (University of Namur), Belgium | 1988-1995 |
Education
| Ph.D. in Mathematical Sciences | Mathematical models for transportation demand analysis | Facultes Universitaires Notre-Dame de la Paix, Namur, Belgium | 1996 |
Compétences
Transportation analysis
Operations Research
Discrete choice models
Nonlinear optimization
Operations Research
Discrete choice models
Nonlinear optimization
Publications
Infoscience
Infoscience
M. Nikolic; M. Bierlaire; M. de Lapparent; R. Scarinci : Multiclass Speed-Density Relationship for Pedestrian Traffic; Transportation Science. 2019-05-01. DOI : 10.1287/trsc.2018.0849.
S. Sharif Azadeh; M. Bierlaire; Y. Maknoon : A Two-Stage Route Optimization Algorithm for Light Aircraft Transport Systems; Transportation Research Part C: Emerging Technologies. 2019. DOI : 10.1016/j.trc.2019.01.028.
M. Nikolic; M. Bierlaire; M. de Lapparent; R. Scarinci : Multi-class speed-density relationship for pedestrian traffic; Transportation Science. 2019.
T. Robenek; S. Azadeh; Y. Maknoon; M. de Lapparent; M. Bierlaire : Train timetable design under elastic passenger demand; TRANSPORTATION RESEARCH PART B-METHODOLOGICAL. 2018. DOI : 10.1016/j.trb.2018.03.002.
I. Markov; M. Bierlaire; J. Cordeau; Y. Maknoon; S. Varone : A unified framework for rich routing problems with stochastic demands; TRANSPORTATION RESEARCH PART B-METHODOLOGICAL. 2018. DOI : 10.1016/j.trb.2018.05.015.
E. Kazagli; M. Bierlaire; M. de Lapparent : Operational route choice methodologies for practical applications; Transportation. 2018. DOI : 10.1007/s11116-017-9849-0.
A. Fernandez-Antolin; M. de Lapparent; M. Bierlaire : Modeling purchases of new cars: an analysis of the 2014 French market; Theory and Decision. 2018. DOI : 10.1007/s11238-017-9631-y.
M. Nikolic; M. Bierlaire : Data-driven spatio-temporal discretization for pedestrian flow characterization; Transportation Research Part C: Emerging Technologies. 2018. DOI : 10.1016/j.trc.2017.08.026.
R. Hurtubia; M. Bierlaire; F. Martinez : A quasi-equilibrium approach for market clearing in land use microsimulations; Environment and Planning B. 2018. DOI : 10.1177/2399808317719071.
M. Bierlaire; V. Lurkin : Introduction to Disaggregate Demand Models; INFORMS Tutorial. 2017. DOI : 10.1287/educ.2017.0169.
S. Binder; Y. Maknoon; M. Bierlaire : Exogenous priority rules for the capacitated passenger assignment problem; Transportation Research Part B: Methodological. 2017. DOI : 10.1016/j.trb.2017.08.022.
M. Nikolic; M. Bierlaire : Data-driven spatio-temporal discretization for pedestrian flow characterization; Transportation Research Procedia. 2017. DOI : 10.1016/j.trpro.2017.05.012.
S. Varotto; A. Glerum; A. Stathopoulos; M. Bierlaire; G. Longo : Mitigating the impact of errors in travel time reporting on mode choice modelling; Journal of Transport Geography. 2017. DOI : 10.1016/j.jtrangeo.2017.05.016.
S. Moret; V. Codina Girones; M. Bierlaire; F. Maréchal : Characterization of input uncertainties in strategic energy planning models; Applied energy. 2017. DOI : 10.1016/j.apenergy.2017.05.106.
R. Scarinci; F. Rast; M. Bierlaire : Needed reduction in mobility energy consumption to meet the goal of a 2000-watt society; Transportation Research Part A: Policy and Practice. 2017. DOI : 10.1016/j.tra.2017.05.010.
R. Scarinci; I. Markov; M. Bierlaire : Network design of a transport system based on accelerating moving walkways; Transportation Research Part C: Emerging Technologies. 2017. DOI : 10.1016/j.trc.2017.04.016.
C. Jiang Hang; M. Bierlaire : The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion; European Journal of Operational Research. 2017. DOI : 10.1016/j.ejor.2017.01.007.
S. Binder; Y. Maknoon; M. Bierlaire : The multi-objective railway timetable rescheduling problem; Transportation Research Part C: Emerging Technologies. 2017. DOI : 10.1016/j.trc.2017.02.001.
R. Scarinci; F. Bahrami; A. Ourednik; M. Bierlaire : An exploration of moving walkways as a transport system in urban centers; European Journal of Transport and Infrastructure Research. 2017.
T. Robenek; S. Sharif Azadeh; Y. Maknoon; M. Bierlaire : Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables; Transportation Research Part C: Emerging Technologies. 2017. DOI : 10.1016/j.trc.2016.12.015.
F. Hänseler; W. Lam; M. Bierlaire; G. Lederrey; M. Nikolic : A dynamic network loading model for anisotropic and congested pedestrian flows; Transportation Research Part B: Methodological. 2017. DOI : 10.1016/j.trb.2016.10.017.
F. Hänseler; N. Molyneaux; M. Bierlaire : Estimation of pedestrian origin-destination demand in train stations; Transportation Science. 2017. DOI : 10.1287/trsc.2016.0723.
N. Umang; M. Bierlaire; A. Erera : Real-time management of berth allocation with stochastic arrival and handling times; Journal of Scheduling. 2017. DOI : 10.1007/s10951-016-0480-2.
A. Fernandez-Antolin; A. Guevara-Cue; M. de Lapparent; M. Bierlaire : Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data; Journal of Choice Modelling. 2016. DOI : 10.1016/j.jocm.2016.09.001.
E. Kazagli; M. Bierlaire; G. Flötteröd : Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations; Journal of Choice Modelling. 2016. DOI : 10.1016/j.jocm.2016.06.001.
M. Nikolic; M. Bierlaire; B. Farooq; M. de Lapparent : Probabilistic speed-density relationship for pedestrian traffic; Transportation Research Part B: Methodological. 2016. DOI : 10.1016/j.trb.2016.04.002.
T. Robenek; Y. Maknoon; S. Sharif Azadeh; C. Jiang Hang; M. Bierlaire : Passenger Centric Train Timetabling Problem; Transportation Research Part B: Methodological. 2016. DOI : 10.1016/j.trb.2016.04.003.
F. Hänseler; M. Bierlaire; R. Scarinci : Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study; Transportation Research Part A: Policy and Practice. 2016. DOI : 10.1016/j.tra.2016.05.010.
A. Danalet; L. Tinguely; M. de Lapparent; M. Bierlaire : Location choice with longitudinal WiFi data; Journal of Choice Modelling. 2016. DOI : 10.1016/j.jocm.2016.04.003.
S. Moret; M. Bierlaire; F. Maréchal : Robust optimization for strategic energy planning; Informatica. 2016. DOI : 10.15388/Informatica.2016.103.
I. Markov; S. Varone; M. Bierlaire : Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities; Transportation Research Part B: Methodological. 2016. DOI : 10.1016/j.trb.2015.12.004.
F. Piu; P. Kumar; M. Bierlaire; G. Speranza : Introducing a preliminary Consists Selection in the Locomotive Assignment Problem; Transportation Research Part E: Logistics and Transportation Review. 2015. DOI : 10.1016/j.tre.2015.07.003.
X. Lai; M. Bierlaire : Specification of the cross-nested logit model with sampling of alternatives for route choice models; Transportation Research Part B: Methodological. 2015. DOI : 10.1016/j.trb.2015.07.005.
M. Bierlaire : Simulation and optimization: a short review; Transportation Research Part C: Emerging Technologies. 2015. DOI : 10.1016/j.trc.2015.01.004.
P. Kumar; M. Bierlaire : Optimizing Fueling Decisions for Locomotives in Railroad Networks; Transportation Science. 2015. DOI : 10.1287/trsc.2013.0479.
J. Chen; M. Bierlaire : Probabilistic multimodal map-matching with rich smartphone data; Journal of Intelligent Transportation Systems. 2015. DOI : 10.1080/15472450.2013.764796.
M. Nikolic; M. Bierlaire : Pedestrian-oriented Flow Characterization; Transportation Research Procedia. 2014. DOI : 10.1016/j.trpro.2014.09.032.
P. Anderson; B. Farooq; D. Efthymiou; M. Bierlaire : Association Generation in Synthetic Population for Transportation Applications: Graph-Theoretic Solution; Transportation Research Record. 2014. DOI : 10.3141/2429-05.
F. Hänseler; M. Bierlaire; B. Farooq; T. Mühlematter : A macroscopic loading model for time-varying pedestrian flows in public walking areas; Transportation Research Part B: Methodological. 2014. DOI : 10.1016/j.trb.2014.08.003.
D. Efthymiou; B. Farooq; M. Bierlaire; C. Antoniou : Multidimensional Indicator Analysis for Transport Policy Evaluation; Transportation Research Record. 2014. DOI : 10.3141/2430-09.
A. Danalet; B. Farooq; M. Bierlaire : A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures; Transportation Research Part C: Emerging Technologies. 2014. DOI : 10.1016/j.trc.2014.03.015.
R. Hurtubia; M. H. Nguyen; A. Glerum; M. Bierlaire : Integrating psychometric indicators in latent class choice models; Transportation Research Part A: Policy and Practice. 2014. DOI : 10.1016/j.tra.2014.03.010.
T. Robenek; N. Umang; M. Bierlaire; S. Ropke : A Branch-and-Price Algorithm to Solve the Integrated Berth Allocation and Yard Assignment Problem in Bulk Ports; European Journal of Operational Research. 2014. DOI : 10.1016/j.ejor.2013.08.015.
A. Glerum; L. Stankovikj; M. Thémans; M. Bierlaire : Forecasting the demand for electric vehicles: accounting for attitudes and perceptions; Transportation Science. 2014. DOI : 10.1287/trsc.2013.0487.
A. Alahi; M. Bierlaire; P. Vandergheynst : Robust Real-time Pedestrians Detection in Urban Environments with a Network of Low Resolution Cameras; Transportation Research Part C: Emerging Technologies. 2014. DOI : 10.1016/j.trc.2013.11.019.
P. Kumar; M. Bierlaire : Multi-Objective Airport Gate Assignment Problem in Planning and Operations; Journal of Advanced Transportation. 2014. DOI : 10.1002/atr.1235.
R. Hurtubia; M. Bierlaire : Estimation of bid functions for location choice and price modeling with a latent variable approach; Networks and Spatial Economics. 2014. DOI : 10.1007/s11067-013-9200-z.
S. Binder; G. Macfarlane; L. Garrow; M. Bierlaire : Associations among Household Characteristics, Vehicle Characteristics and Emissions Failures: An Application of Targeted Marketing Data; Transportation Research Part A: Policy and Practice. 2014. DOI : 10.1016/j.tra.2013.11.005.
A. Glerum; B. Atasoy; M. Bierlaire : Using semi-open questions to integrate perceptions in choice models; Journal of Choice Modelling. 2014. DOI : 10.1016/j.jocm.2013.12.001.
B. Atasoy; M. Salani; M. Bierlaire : An integrated airline scheduling, fleeting and pricing model for a monopolized market; Computer-Aided Civil and Infrastructure Engineering. 2014. DOI : 10.1111/mice.12032.
A. Bergantino; M. Bierlaire; M. Catalano; M. Migliore; S. Amoroso : Taste heterogeneity and latent preferences in the choice behaviour of freight transport operators; Transport Policy. 2013. DOI : 10.1016/j.tranpol.2013.08.002.
C. Osorio; M. Bierlaire : A simulation-based optimization framework for urban transportation problems; Operations Research. 2013. DOI : 10.1287/opre.2013.1226.
M. Börjesson; E. Cherchi; M. Bierlaire : Within Individual Variation in Preferences: Equity Effects of Congestion Charges; Transportation Research Record. 2013. DOI : 10.3141/2382-11.
B. Atasoy; A. Glerum; M. Bierlaire : Attitudes towards mode choice in Switzerland; disP - The Planning Review. 2013. DOI : 10.1080/02513625.2013.827518.
M. Fosgerau; D. McFadden; M. Bierlaire : Choice Probability Generating Functions; Journal of Choice Modelling. 2013. DOI : 10.1016/j.jocm.2013.05.002.
G. Flötteröd; M. Bierlaire : Metropolis-Hastings sampling of paths; Transportation Research Part B: Methodological. 2013. DOI : 10.1016/j.trb.2012.11.002.
M. Bierlaire; C. Osorio : Selected papers from the seventh Triennial Symposium on Transportation Analysis (TRISTAN VII); Transportation Research Part C: Emerging Technologies. 2013. DOI : 10.1016/j.trc.2012.12.001.
J. Cruz; M. Bierlaire; J.-P. Thiran : Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking; IEEE Transactions on Circuits and Systems for Video Technology. 2013. DOI : 10.1109/TCSVT.2013.2249374.
N. Umang; M. Bierlaire; I. Vacca : Exact and Heuristic Methods to Solve the Berth Allocation Problem in Bulk Ports; Transportation Research Part E: Logistics and Transportation Review. 2013. DOI : 10.1016/j.tre.2013.03.003.
C. Chorus; M. Bierlaire : An empirical comparison of travel choice models that capture preferences for compromise alternatives; Transportation. 2013. DOI : 10.1007/s11116-012-9444-3.
I. Vacca; M. Salani; M. Bierlaire : An exact algorithm for the integrated planning of berth allocation and quay crane assignment; Transportation Science. 2013. DOI : 10.1287/trsc.1120.0428.
B. Atasoy; M. Salani; M. Bierlaire; C. Leonardi : Impact analysis of a flexible air transportation system; European Journal of Transport and Infrastructure Research. 2013.
M. Bierlaire; J. Chen; J. Newman : A Probabilistic Map Matching Method for Smartphone GPS data; Transportation Research Part C: Emerging Technologies. 2013. DOI : 10.1016/j.trc.2012.08.001.
T. Robin; M. Bierlaire : Modeling the behavior of investors; Journal of Choice Modelling. 2012. DOI : 10.1016/S1755-5345(13)70054-X.
M. Lee; A. Khelifa; L. Garrow; M. Bierlaire; D. Post : An analysis of destination choice for opaque airline products using multidimensional binary logit models; Transportation Research Part A: Policy and Practice. 2012. DOI : 10.1016/j.tra.2012.08.009.
M. Abou-Zeid; R. Witter; M. Bierlaire; V. Kaufmann; M. Ben-Akiva : Happiness and Travel Mode Switching: Findings from a Swiss Public Transportation Experiment; Transport Policy. 2012. DOI : 10.1016/j.tranpol.2011.09.009.
J. Cruz; I. Bogdanova; B. Paquier; M. Bierlaire; J.-P. Thiran : Scale Invariant Feature Transform on the Sphere: Theory and Applications; International Journal of Computer Vision. 2012. DOI : 10.1007/s11263-011-0505-4.
C. Osorio; M. Bierlaire : A tractable analytical model for large-scale congested protein synthesis networks; European Journal of Operational Research. 2012. DOI : 10.1016/j.ejor.2011.10.037.
C. Osorio; G. Flötteröd; M. Bierlaire : Dynamic network loading: a differentiable model that derives link state distributions; Transportation Research Part B: Methodological. 2011. DOI : 10.1016/j.trb.2011.05.014.
T. Robin; M. Bierlaire; J. Cruz : Dynamic facial expression recognition with a discrete choice model; Journal of Choice Modelling. 2011. DOI : 10.1016/S1755-5345(13)70059-9.
G. Flötteröd; M. Bierlaire; K. Nagel : Bayesian demand calibration for dynamic traffic simulations; Transportation Science. 2011. DOI : 10.1287/trsc.1100.0367.
N. Eggenberg; M. Salani; M. Bierlaire : Uncertainty Feature Optimization: an implicit paradigm for problems with noisy data; Networks. 2011. DOI : 10.1002/net.20428.
M. Bierlaire; R. Hurtubia; G. Flötteröd : An analysis of the implicit choice set generation using the Constrained Multinomial Logit model; Transportation Research Record. 2010. DOI : 10.3141/2175-11.
M. Sorci; G. Antonini; J. Cruz; T. Robin; M. Bierlaire et al. : Modelling human perception of static facial expressions; Image and Vision Computing. 2010. DOI : 10.1016/j.imavis.2009.10.003.
Z. Patterson; M. Kryvobokov; F. Marchal; M. Bierlaire : Disaggregate Models with Aggregate Data: Two UrbanSim Applications; Journal of Transport and Land Use. 2010. DOI : 10.5198/jtlu.v3i2.113.
N. Eggenberg; M. Salani; M. Bierlaire : Constraint-specific recovery networks for solving airline recovery problems; Computers & Operations Research. 2010. DOI : 10.1016/j.cor.2009.08.006.
Z. Patterson; M. Bierlaire : Development of Prototype UrbanSim Models; Environment and Planning B. 2010. DOI : 10.1068/b35107.
M. Bierlaire; M. Thémans; N. Zufferey : A heuristic for nonlinear global optimization; INFORMS Journal of Computing. 2010. DOI : 10.1287/ijoc.1090.0343.
A. Alahi; P. Vandergheynst; M. Bierlaire; M. Kunt : Cascade of Descriptors to Detect and Track Objects Across Any Network of Cameras; Computer Vision and Image Understanding. 2010. DOI : 10.1016/j.cviu.2010.01.004.
E. Frejinger; M. Bierlaire; M. Ben-Akiva : Sampling of Alternatives for Route Choice Modeling; Transportation Research Part B: Methodological. 2009. DOI : 10.1016/j.trb.2009.03.001.
T. Robin; G. Antonini; M. Bierlaire; J. Cruz : Specification, estimation and validation of a pedestrian walking behavior model; Transportation Research Part B: Methodological. 2009. DOI : 10.1016/j.trb.2008.06.010.
M. Fosgerau; M. Bierlaire : Discrete choice models with multiplicative error terms; Transportation Research Part B: Methodological. 2009. DOI : 10.1016/j.trb.2008.10.004.
M. Bierlaire; M. Salani : Selected papers from the Triennial symposium on transportation analysis (TRISTAN), Phuket, Thailand, June 1115, 2007, Special Issue of Transportation Research Part C; Transportation Research Part C: Emerging Technologies. 2009. DOI : 10.1016/j.trc.2008.12.001.
C. Osorio; M. Bierlaire : An analytic finite capacity queueing network model capturing the propagation of congestion and blocking; European Journal of Operational Research. 2009. DOI : 10.1016/j.ejor.2008.04.035.
M. Bierlaire; M. Thémans : Dealing with singularities in nonlinear unconstrained optimization; European Journal of Operational Research. 2009. DOI : 10.1016/j.ejor.2008.02.036.
O. Divorra Escoda; G. Monaci; R. Figueras i Ventura; P. Vandergheynst; M. Bierlaire : Geometric Video Approximation Using Weighted Matching Pursuit; IEEE Transactions on Image Processing. 2009. DOI : 10.1109/TIP.2009.2021315.
R. Oeuvray; M. Bierlaire : BOOSTERS: a derivative-free algorithm based on radial basis functions; International Journal of Modelling and Simulation. 2009. DOI : 10.2316/Journal.205.2009.1.205-4634.
P. Thévenaz; M. Bierlaire; M. Unser : Halton Sampling for Image Registration Based on Mutual Information; Sampling Theory in Signal and Image Processing. 2008.
M. Bierlaire; D. Bolduc; D. McFadden : The estimation of Generalized Extreme Value models from choice-based samples; Transportation Research Part B: Methodological. 2008. DOI : 10.1016/j.trb.2007.09.003.
K. Axhausen; S. Hess; A. Koenig; G. Abay; J. Bates et al. : Income and distance elasticities of values of travel time savings: new Swiss results; Transport Policy. 2008. DOI : 10.1016/j.tranpol.2008.02.001.
- Civil Engineering,
- Humanities and Social Sciences Program
- Doctoral Program in Mathematics
- Doctoral Program in Technology Management
- Doctoral Program in Architecture and Sciences of the City
- Doctoral program in computer and communication sciences
- Doctoral Program in Structures
- Doctoral Program in Electrical Engineering
- Doctoral Program in Civil and Environmental Engineering
- Doctoral Program in Manufacturing Systems and Robotics
- Doctoral Program in Environment
Journal Articles
2019
M. Nikolic; M. Bierlaire; M. de Lapparent; R. Scarinci : Multiclass Speed-Density Relationship for Pedestrian Traffic; Transportation Science. 2019-05-01. DOI : 10.1287/trsc.2018.0849.
S. Sharif Azadeh; M. Bierlaire; Y. Maknoon : A Two-Stage Route Optimization Algorithm for Light Aircraft Transport Systems; Transportation Research Part C: Emerging Technologies. 2019. DOI : 10.1016/j.trc.2019.01.028.
M. Nikolic; M. Bierlaire; M. de Lapparent; R. Scarinci : Multi-class speed-density relationship for pedestrian traffic; Transportation Science. 2019.
2018
T. Robenek; S. Azadeh; Y. Maknoon; M. de Lapparent; M. Bierlaire : Train timetable design under elastic passenger demand; TRANSPORTATION RESEARCH PART B-METHODOLOGICAL. 2018. DOI : 10.1016/j.trb.2018.03.002.
I. Markov; M. Bierlaire; J. Cordeau; Y. Maknoon; S. Varone : A unified framework for rich routing problems with stochastic demands; TRANSPORTATION RESEARCH PART B-METHODOLOGICAL. 2018. DOI : 10.1016/j.trb.2018.05.015.
E. Kazagli; M. Bierlaire; M. de Lapparent : Operational route choice methodologies for practical applications; Transportation. 2018. DOI : 10.1007/s11116-017-9849-0.
A. Fernandez-Antolin; M. de Lapparent; M. Bierlaire : Modeling purchases of new cars: an analysis of the 2014 French market; Theory and Decision. 2018. DOI : 10.1007/s11238-017-9631-y.
M. Nikolic; M. Bierlaire : Data-driven spatio-temporal discretization for pedestrian flow characterization; Transportation Research Part C: Emerging Technologies. 2018. DOI : 10.1016/j.trc.2017.08.026.
R. Hurtubia; M. Bierlaire; F. Martinez : A quasi-equilibrium approach for market clearing in land use microsimulations; Environment and Planning B. 2018. DOI : 10.1177/2399808317719071.
2017
M. Bierlaire; V. Lurkin : Introduction to Disaggregate Demand Models; INFORMS Tutorial. 2017. DOI : 10.1287/educ.2017.0169.
S. Binder; Y. Maknoon; M. Bierlaire : Exogenous priority rules for the capacitated passenger assignment problem; Transportation Research Part B: Methodological. 2017. DOI : 10.1016/j.trb.2017.08.022.
M. Nikolic; M. Bierlaire : Data-driven spatio-temporal discretization for pedestrian flow characterization; Transportation Research Procedia. 2017. DOI : 10.1016/j.trpro.2017.05.012.
S. Varotto; A. Glerum; A. Stathopoulos; M. Bierlaire; G. Longo : Mitigating the impact of errors in travel time reporting on mode choice modelling; Journal of Transport Geography. 2017. DOI : 10.1016/j.jtrangeo.2017.05.016.
S. Moret; V. Codina Girones; M. Bierlaire; F. Maréchal : Characterization of input uncertainties in strategic energy planning models; Applied energy. 2017. DOI : 10.1016/j.apenergy.2017.05.106.
R. Scarinci; F. Rast; M. Bierlaire : Needed reduction in mobility energy consumption to meet the goal of a 2000-watt society; Transportation Research Part A: Policy and Practice. 2017. DOI : 10.1016/j.tra.2017.05.010.
R. Scarinci; I. Markov; M. Bierlaire : Network design of a transport system based on accelerating moving walkways; Transportation Research Part C: Emerging Technologies. 2017. DOI : 10.1016/j.trc.2017.04.016.
C. Jiang Hang; M. Bierlaire : The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion; European Journal of Operational Research. 2017. DOI : 10.1016/j.ejor.2017.01.007.
S. Binder; Y. Maknoon; M. Bierlaire : The multi-objective railway timetable rescheduling problem; Transportation Research Part C: Emerging Technologies. 2017. DOI : 10.1016/j.trc.2017.02.001.
R. Scarinci; F. Bahrami; A. Ourednik; M. Bierlaire : An exploration of moving walkways as a transport system in urban centers; European Journal of Transport and Infrastructure Research. 2017.
T. Robenek; S. Sharif Azadeh; Y. Maknoon; M. Bierlaire : Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables; Transportation Research Part C: Emerging Technologies. 2017. DOI : 10.1016/j.trc.2016.12.015.
F. Hänseler; W. Lam; M. Bierlaire; G. Lederrey; M. Nikolic : A dynamic network loading model for anisotropic and congested pedestrian flows; Transportation Research Part B: Methodological. 2017. DOI : 10.1016/j.trb.2016.10.017.
F. Hänseler; N. Molyneaux; M. Bierlaire : Estimation of pedestrian origin-destination demand in train stations; Transportation Science. 2017. DOI : 10.1287/trsc.2016.0723.
N. Umang; M. Bierlaire; A. Erera : Real-time management of berth allocation with stochastic arrival and handling times; Journal of Scheduling. 2017. DOI : 10.1007/s10951-016-0480-2.
2016
A. Fernandez-Antolin; A. Guevara-Cue; M. de Lapparent; M. Bierlaire : Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data; Journal of Choice Modelling. 2016. DOI : 10.1016/j.jocm.2016.09.001.
E. Kazagli; M. Bierlaire; G. Flötteröd : Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations; Journal of Choice Modelling. 2016. DOI : 10.1016/j.jocm.2016.06.001.
M. Nikolic; M. Bierlaire; B. Farooq; M. de Lapparent : Probabilistic speed-density relationship for pedestrian traffic; Transportation Research Part B: Methodological. 2016. DOI : 10.1016/j.trb.2016.04.002.
T. Robenek; Y. Maknoon; S. Sharif Azadeh; C. Jiang Hang; M. Bierlaire : Passenger Centric Train Timetabling Problem; Transportation Research Part B: Methodological. 2016. DOI : 10.1016/j.trb.2016.04.003.
F. Hänseler; M. Bierlaire; R. Scarinci : Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study; Transportation Research Part A: Policy and Practice. 2016. DOI : 10.1016/j.tra.2016.05.010.
A. Danalet; L. Tinguely; M. de Lapparent; M. Bierlaire : Location choice with longitudinal WiFi data; Journal of Choice Modelling. 2016. DOI : 10.1016/j.jocm.2016.04.003.
S. Moret; M. Bierlaire; F. Maréchal : Robust optimization for strategic energy planning; Informatica. 2016. DOI : 10.15388/Informatica.2016.103.
I. Markov; S. Varone; M. Bierlaire : Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities; Transportation Research Part B: Methodological. 2016. DOI : 10.1016/j.trb.2015.12.004.
2015
F. Piu; P. Kumar; M. Bierlaire; G. Speranza : Introducing a preliminary Consists Selection in the Locomotive Assignment Problem; Transportation Research Part E: Logistics and Transportation Review. 2015. DOI : 10.1016/j.tre.2015.07.003.
X. Lai; M. Bierlaire : Specification of the cross-nested logit model with sampling of alternatives for route choice models; Transportation Research Part B: Methodological. 2015. DOI : 10.1016/j.trb.2015.07.005.
M. Bierlaire : Simulation and optimization: a short review; Transportation Research Part C: Emerging Technologies. 2015. DOI : 10.1016/j.trc.2015.01.004.
P. Kumar; M. Bierlaire : Optimizing Fueling Decisions for Locomotives in Railroad Networks; Transportation Science. 2015. DOI : 10.1287/trsc.2013.0479.
J. Chen; M. Bierlaire : Probabilistic multimodal map-matching with rich smartphone data; Journal of Intelligent Transportation Systems. 2015. DOI : 10.1080/15472450.2013.764796.
2014
M. Nikolic; M. Bierlaire : Pedestrian-oriented Flow Characterization; Transportation Research Procedia. 2014. DOI : 10.1016/j.trpro.2014.09.032.
P. Anderson; B. Farooq; D. Efthymiou; M. Bierlaire : Association Generation in Synthetic Population for Transportation Applications: Graph-Theoretic Solution; Transportation Research Record. 2014. DOI : 10.3141/2429-05.
F. Hänseler; M. Bierlaire; B. Farooq; T. Mühlematter : A macroscopic loading model for time-varying pedestrian flows in public walking areas; Transportation Research Part B: Methodological. 2014. DOI : 10.1016/j.trb.2014.08.003.
D. Efthymiou; B. Farooq; M. Bierlaire; C. Antoniou : Multidimensional Indicator Analysis for Transport Policy Evaluation; Transportation Research Record. 2014. DOI : 10.3141/2430-09.
A. Danalet; B. Farooq; M. Bierlaire : A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures; Transportation Research Part C: Emerging Technologies. 2014. DOI : 10.1016/j.trc.2014.03.015.
R. Hurtubia; M. H. Nguyen; A. Glerum; M. Bierlaire : Integrating psychometric indicators in latent class choice models; Transportation Research Part A: Policy and Practice. 2014. DOI : 10.1016/j.tra.2014.03.010.
T. Robenek; N. Umang; M. Bierlaire; S. Ropke : A Branch-and-Price Algorithm to Solve the Integrated Berth Allocation and Yard Assignment Problem in Bulk Ports; European Journal of Operational Research. 2014. DOI : 10.1016/j.ejor.2013.08.015.
A. Glerum; L. Stankovikj; M. Thémans; M. Bierlaire : Forecasting the demand for electric vehicles: accounting for attitudes and perceptions; Transportation Science. 2014. DOI : 10.1287/trsc.2013.0487.
A. Alahi; M. Bierlaire; P. Vandergheynst : Robust Real-time Pedestrians Detection in Urban Environments with a Network of Low Resolution Cameras; Transportation Research Part C: Emerging Technologies. 2014. DOI : 10.1016/j.trc.2013.11.019.
P. Kumar; M. Bierlaire : Multi-Objective Airport Gate Assignment Problem in Planning and Operations; Journal of Advanced Transportation. 2014. DOI : 10.1002/atr.1235.
R. Hurtubia; M. Bierlaire : Estimation of bid functions for location choice and price modeling with a latent variable approach; Networks and Spatial Economics. 2014. DOI : 10.1007/s11067-013-9200-z.
S. Binder; G. Macfarlane; L. Garrow; M. Bierlaire : Associations among Household Characteristics, Vehicle Characteristics and Emissions Failures: An Application of Targeted Marketing Data; Transportation Research Part A: Policy and Practice. 2014. DOI : 10.1016/j.tra.2013.11.005.
A. Glerum; B. Atasoy; M. Bierlaire : Using semi-open questions to integrate perceptions in choice models; Journal of Choice Modelling. 2014. DOI : 10.1016/j.jocm.2013.12.001.
B. Atasoy; M. Salani; M. Bierlaire : An integrated airline scheduling, fleeting and pricing model for a monopolized market; Computer-Aided Civil and Infrastructure Engineering. 2014. DOI : 10.1111/mice.12032.
2013
A. Bergantino; M. Bierlaire; M. Catalano; M. Migliore; S. Amoroso : Taste heterogeneity and latent preferences in the choice behaviour of freight transport operators; Transport Policy. 2013. DOI : 10.1016/j.tranpol.2013.08.002.
C. Osorio; M. Bierlaire : A simulation-based optimization framework for urban transportation problems; Operations Research. 2013. DOI : 10.1287/opre.2013.1226.
M. Börjesson; E. Cherchi; M. Bierlaire : Within Individual Variation in Preferences: Equity Effects of Congestion Charges; Transportation Research Record. 2013. DOI : 10.3141/2382-11.
B. Atasoy; A. Glerum; M. Bierlaire : Attitudes towards mode choice in Switzerland; disP - The Planning Review. 2013. DOI : 10.1080/02513625.2013.827518.
M. Fosgerau; D. McFadden; M. Bierlaire : Choice Probability Generating Functions; Journal of Choice Modelling. 2013. DOI : 10.1016/j.jocm.2013.05.002.
G. Flötteröd; M. Bierlaire : Metropolis-Hastings sampling of paths; Transportation Research Part B: Methodological. 2013. DOI : 10.1016/j.trb.2012.11.002.
M. Bierlaire; C. Osorio : Selected papers from the seventh Triennial Symposium on Transportation Analysis (TRISTAN VII); Transportation Research Part C: Emerging Technologies. 2013. DOI : 10.1016/j.trc.2012.12.001.
J. Cruz; M. Bierlaire; J.-P. Thiran : Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking; IEEE Transactions on Circuits and Systems for Video Technology. 2013. DOI : 10.1109/TCSVT.2013.2249374.
N. Umang; M. Bierlaire; I. Vacca : Exact and Heuristic Methods to Solve the Berth Allocation Problem in Bulk Ports; Transportation Research Part E: Logistics and Transportation Review. 2013. DOI : 10.1016/j.tre.2013.03.003.
C. Chorus; M. Bierlaire : An empirical comparison of travel choice models that capture preferences for compromise alternatives; Transportation. 2013. DOI : 10.1007/s11116-012-9444-3.
I. Vacca; M. Salani; M. Bierlaire : An exact algorithm for the integrated planning of berth allocation and quay crane assignment; Transportation Science. 2013. DOI : 10.1287/trsc.1120.0428.
B. Atasoy; M. Salani; M. Bierlaire; C. Leonardi : Impact analysis of a flexible air transportation system; European Journal of Transport and Infrastructure Research. 2013.
M. Bierlaire; J. Chen; J. Newman : A Probabilistic Map Matching Method for Smartphone GPS data; Transportation Research Part C: Emerging Technologies. 2013. DOI : 10.1016/j.trc.2012.08.001.
2012
T. Robin; M. Bierlaire : Modeling the behavior of investors; Journal of Choice Modelling. 2012. DOI : 10.1016/S1755-5345(13)70054-X.
M. Lee; A. Khelifa; L. Garrow; M. Bierlaire; D. Post : An analysis of destination choice for opaque airline products using multidimensional binary logit models; Transportation Research Part A: Policy and Practice. 2012. DOI : 10.1016/j.tra.2012.08.009.
M. Abou-Zeid; R. Witter; M. Bierlaire; V. Kaufmann; M. Ben-Akiva : Happiness and Travel Mode Switching: Findings from a Swiss Public Transportation Experiment; Transport Policy. 2012. DOI : 10.1016/j.tranpol.2011.09.009.
J. Cruz; I. Bogdanova; B. Paquier; M. Bierlaire; J.-P. Thiran : Scale Invariant Feature Transform on the Sphere: Theory and Applications; International Journal of Computer Vision. 2012. DOI : 10.1007/s11263-011-0505-4.
C. Osorio; M. Bierlaire : A tractable analytical model for large-scale congested protein synthesis networks; European Journal of Operational Research. 2012. DOI : 10.1016/j.ejor.2011.10.037.
2011
C. Osorio; G. Flötteröd; M. Bierlaire : Dynamic network loading: a differentiable model that derives link state distributions; Transportation Research Part B: Methodological. 2011. DOI : 10.1016/j.trb.2011.05.014.
T. Robin; M. Bierlaire; J. Cruz : Dynamic facial expression recognition with a discrete choice model; Journal of Choice Modelling. 2011. DOI : 10.1016/S1755-5345(13)70059-9.
G. Flötteröd; M. Bierlaire; K. Nagel : Bayesian demand calibration for dynamic traffic simulations; Transportation Science. 2011. DOI : 10.1287/trsc.1100.0367.
N. Eggenberg; M. Salani; M. Bierlaire : Uncertainty Feature Optimization: an implicit paradigm for problems with noisy data; Networks. 2011. DOI : 10.1002/net.20428.
2010
M. Bierlaire; R. Hurtubia; G. Flötteröd : An analysis of the implicit choice set generation using the Constrained Multinomial Logit model; Transportation Research Record. 2010. DOI : 10.3141/2175-11.
M. Sorci; G. Antonini; J. Cruz; T. Robin; M. Bierlaire et al. : Modelling human perception of static facial expressions; Image and Vision Computing. 2010. DOI : 10.1016/j.imavis.2009.10.003.
Z. Patterson; M. Kryvobokov; F. Marchal; M. Bierlaire : Disaggregate Models with Aggregate Data: Two UrbanSim Applications; Journal of Transport and Land Use. 2010. DOI : 10.5198/jtlu.v3i2.113.
N. Eggenberg; M. Salani; M. Bierlaire : Constraint-specific recovery networks for solving airline recovery problems; Computers & Operations Research. 2010. DOI : 10.1016/j.cor.2009.08.006.
Z. Patterson; M. Bierlaire : Development of Prototype UrbanSim Models; Environment and Planning B. 2010. DOI : 10.1068/b35107.
M. Bierlaire; M. Thémans; N. Zufferey : A heuristic for nonlinear global optimization; INFORMS Journal of Computing. 2010. DOI : 10.1287/ijoc.1090.0343.
A. Alahi; P. Vandergheynst; M. Bierlaire; M. Kunt : Cascade of Descriptors to Detect and Track Objects Across Any Network of Cameras; Computer Vision and Image Understanding. 2010. DOI : 10.1016/j.cviu.2010.01.004.
2009
E. Frejinger; M. Bierlaire; M. Ben-Akiva : Sampling of Alternatives for Route Choice Modeling; Transportation Research Part B: Methodological. 2009. DOI : 10.1016/j.trb.2009.03.001.
T. Robin; G. Antonini; M. Bierlaire; J. Cruz : Specification, estimation and validation of a pedestrian walking behavior model; Transportation Research Part B: Methodological. 2009. DOI : 10.1016/j.trb.2008.06.010.
M. Fosgerau; M. Bierlaire : Discrete choice models with multiplicative error terms; Transportation Research Part B: Methodological. 2009. DOI : 10.1016/j.trb.2008.10.004.
M. Bierlaire; M. Salani : Selected papers from the Triennial symposium on transportation analysis (TRISTAN), Phuket, Thailand, June 1115, 2007, Special Issue of Transportation Research Part C; Transportation Research Part C: Emerging Technologies. 2009. DOI : 10.1016/j.trc.2008.12.001.
C. Osorio; M. Bierlaire : An analytic finite capacity queueing network model capturing the propagation of congestion and blocking; European Journal of Operational Research. 2009. DOI : 10.1016/j.ejor.2008.04.035.
M. Bierlaire; M. Thémans : Dealing with singularities in nonlinear unconstrained optimization; European Journal of Operational Research. 2009. DOI : 10.1016/j.ejor.2008.02.036.
O. Divorra Escoda; G. Monaci; R. Figueras i Ventura; P. Vandergheynst; M. Bierlaire : Geometric Video Approximation Using Weighted Matching Pursuit; IEEE Transactions on Image Processing. 2009. DOI : 10.1109/TIP.2009.2021315.
R. Oeuvray; M. Bierlaire : BOOSTERS: a derivative-free algorithm based on radial basis functions; International Journal of Modelling and Simulation. 2009. DOI : 10.2316/Journal.205.2009.1.205-4634.
2008
P. Thévenaz; M. Bierlaire; M. Unser : Halton Sampling for Image Registration Based on Mutual Information; Sampling Theory in Signal and Image Processing. 2008.
M. Bierlaire; D. Bolduc; D. McFadden : The estimation of Generalized Extreme Value models from choice-based samples; Transportation Research Part B: Methodological. 2008. DOI : 10.1016/j.trb.2007.09.003.
Enseignement & Phd
Enseignement
Programmes doctoraux
Doctorants
Ataç SelinBortolomiol Stefano
Gumy Alexis
Lederrey Gael
Molyneaux Nicholas Alan
Ortelli Nicola Marco
Pacheco Paneque Meritxell
Pougala Janody
A dirigé les thèses de
Antonini Gianluca ...Atasoy Bilge ...
Binder Stefan Yves Gabriel ...
Chen Jingmin ...
Crittin Frank ...
Cruz Mota Javier ...
Danalet Antonin ...
Eggenberg Niklaus ...
Fernández Antolín Anna ...
Frejinger Emma ...
Glerum Aurélie ...
Hurtubia González Ricardo Daniel ...
Hänseler Flurin Silvan ...
Kazagli Evanthia ...
Markov Iliya Dimitrov ...
Moret Stefano ...
Nikolic Marija ...
Oeuvray Rodrigue ...
Osorio Pizano Carolina ...
Robenek Tomas ...
Robin Thomas ...
Spassov Ivan ...
Thémans Michaël Clément Louis Ghislain ...
Umang Nitish ...
Vacca Ilaria ...
Cours
Introduction to optimization and operations research
Introduction aux modèles importants de la recherche opérationnelle et aux algorithmes d'optimization. 
Mathematical modelling of behavior
Les modèles de choix discrets permettent l'analyse et la prévision des comportements de choix individuels. L'objectif du cours est d'introduire les aspects méthodologiques et appliqués, dans les domaines du marketing, des transports, et de la finance.
Optimization and simulation
Master state-of-the art methods in discrete optimization and simulation.
Work involves:
- reading the material beforehand
- class hours to discuss the material and solve problems
- homework
Winter School on Optimization and Operations Research (I)
Winter School on Optimization and Operations Research (II)
Chantier urbain:perception, gouvernance, usages
Cette semaine ENAC vise à appréhender le chantier urbain comme un moment clé de la fabrique territoriale, l'articulation entre la planification territoriale et la mise en oeuvre effective d'une vision pour le territoire.