Transport and Mobility Laboratory

EPFL courses
Online courses
Other lectures

EPFL courses

Spring 2024

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Fabian Torres, Evangelos Paschalidis
- Teaching assistant: Tom Haering
Introduction to Transportation Systems.
- Level: Bachelor
- Section: Civil Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Marija Kukic, Negar Rezvany
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Cloe Cortes Balcells, L�a Ricard, Pavel Ilinov
- Webpage: http://transp-or.epfl.ch/courses/OptSim2024

Fall 2023

Introduction to optimization and operations research .
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Fabian Torres, L�a Ricard, Marija Kukic, Tom Haering, Negar Rezvany
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Evangelos Paschalidis, Nicola Ortelli, Janody Pougala, Cloe Cortes Balcells, Pavel Ilinov, Risa Kobayashi
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Spring 2023

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Fabian Torres, Evangelos Paschalidis
- Teaching assistants: Selin Atac, Tom Haering
Introduction to Transportation Systems.
- Level: Bachelor
- Section: Civil Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Marija Kukic, Janody Pougala, Mengyi Wang
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Cloe Cortes Balcells, Selin Atac
- Webpage: http://transp-or.epfl.ch/courses/OptSim2023

Fall 2022

Introduction to optimization and operations research .
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Fabian Torres, Selin Atac, Marija Kukic, Negar Rezvany
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Silvia Varotto, Nicola Ortelli, Cloe Cortes Balcells, Tom Haering
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Spring 2022

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Tim Hillel, Nour Dougui
- Teaching assistants: Selin Atac, Janody Pougala, Marija Kukic, Negar Rezvany, Tom Haering
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Silvia Varotto, Selin Atac, Cloe Cortes Balcells
- Webpage: http://transp-or.epfl.ch/courses/OptSim2022

Fall 2021

Introduction to optimization and operations research .
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Virginie Lurkin
- Teaching assistants: Nour Dougui, Negar Rezvany, Nicholas Molyneaux, Gael Lederrey, Marija Kukic, Tom Haering, Stefano Bortolomiol, Cloe Cortes Balcells
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Virginie Lurkin
- Teaching assistants: Melvin Wong, Silvia Varotto, Nicola Ortelli, Janody Pougala, Rico Krueger, Tim Hillel
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Spring 2021

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Tim Hillel, Nour Dougui
- Teaching assistants: Selin Atac, Janody Pougala, Marija Kukic, Negar Rezvany, Nicola Ortelli, Stefano Bortolomiol
- Webpage: https://transp-or.epfl.ch/courses/decisionAid2020/index.php
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Rico Krueger, Melvin Wong
- Webpage: http://transp-or.epfl.ch/courses/OptSim2021

Fall 2020

Introduction to optimization and operations research .
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Nour Dougui, Selin Atac, Stefano Bortolomiol, Marija Kukic, None None, Gael Lederrey, Cloe Cortes Balcells, Negar Rezvany
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Melvin Wong, Rico Krueger, Janody Pougala, Nicola Ortelli, Meritxell Pacheco, Tim Hillel
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Spring 2020

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Tim Hillel, Nour Dougui
- Teaching assistants: Stefano Bortolomiol, Gael Lederrey, Selin Atac, Janody Pougala
- Webpage: https://transp-or.epfl.ch/courses/decisionAid2020/index.php
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Rico Krueger, Melvin Wong
- Webpage: http://transp-or.epfl.ch/courses/OptSim2020/

Fall 2019

Introduction to optimization and operations research .
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Nour Dougui, Selin Atac, Stefano Bortolomiol, Nicholas Molyneaux, Gael Lederrey
- Webpage: https://moodle.epfl.ch/course/view.php?id=14491
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Tim Hillel, Meritxell Pacheco, Janody Pougala, Nicola Ortelli
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001

Spring 2019

Conception et gestion des syst�mes de transport.
- Level: Bachelor
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=384
Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Nikola Obrenovic, Tim Hillel
- Teaching assistants: Stefano Bortolomiol, Gael Lederrey, Selin Atac
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2019/index.php
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Yuki Oyama, Nikola Obrenovic
- Webpage: http://transp-or.epfl.ch/courses/OptSim2019/
Syst�mes de transport.
- Level: Master
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=12461

Fall 2018

Exploitation ferroviaire.
- Level: Master
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=10991
Introduction � l'optimisation et � la recherche op�rationnelle.
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Nikola Obrenovic, Nour Dougui, Stefano Bortolomiol, Selin Atac, Gael Lederrey
- Webpage: http://transp-or.epfl.ch/courses/optimization2018/
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Meritxell Pacheco, Yuki Oyama, Nicholas Molyneaux
- Webpage: http://transp-or.epfl.ch/courses/dca2018

Spring 2018

Conception et gestion des syst�mes de transport.
- Level: Bachelor
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=384
Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Virginie Lurkin, Nikola Obrenovic
- Teaching assistants: Stefano Bortolomiol, Gael Lederrey
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2018/index.php
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Yuki Oyama, Nikola Obrenovic, Riccardo Scarinci
- Teaching assistants: Gael Lederrey, Zhengchao Wang
- Webpage: http://transp-or.epfl.ch/courses/OptSim2018/
Syst�mes de transport.
- Level: Master
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=12461

Fall 2017

Exploitation ferroviaire.
- Level: Master
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=10991
Introduction � l'optimisation et � la recherche op�rationnelle.
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Virginie Lurkin, Gael Lederrey, Nikola Obrenovic
- Webpage: http://transp-or.epfl.ch/courses/optimization2017/
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Meritxell Pacheco, Anna Fernandez Antolin, Evanthia Kazagli, Yuki Oyama
- Webpage: http://transp-or.epfl.ch/courses/dca2017
Mod�lisation des syst�mes de transports.
- Level: Master
- Section: Civil Engineering
- Lecturer: Anne Curchod

Spring 2017

Conception et gestion des syst�mes de transport.
- Level: Bachelor
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=384
Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Virginie Lurkin, Mor Kaspi
- Teaching assistants: Tom�s Robenek, Stefan Binder, Iliya Markov, Meritxell Pacheco
- Webpage: http://moodle.epfl.ch/enrol/index.php?id=15132
Enjeux mondiaux : Mobilit� A.
- Level: Bachelor
- Section: All sections
- Lecturer: Michel Bierlaire
- Teaching assistants: Nicholas Molyneaux, Stefan Binder
- Webpage: http://moodle.epfl.ch/course/view.php?id=13982
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Riccardo Scarinci
- Teaching assistants: Marija Nikolic, Stefan Binder
- Webpage: http://transp-or.epfl.ch/courses/OptSim2017/
Syst�mes de transport.
- Level: Master
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=12461

Fall 2016

Exploitation ferroviaire.
- Level: Master
- Section: Civil Engineering
- Lecturer: Daniel Emery
- Webpage: http://moodle.epfl.ch/course/view.php?id=10991
Introduction � l'optimisation et � la recherche op�rationnelle.
- Level: Bachelor
- Sections: Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Yousef Maknoon
- Webpage: http://transp-or.epfl.ch/courses/optimization2016/
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Evanthia Kazagli, Anna Fernandez Antolin, Meritxell Pacheco
- Webpage: http://transp-or.epfl.ch/courses/dca2016
Mod�lisation des syst�mes de transports.
- Level: Master
- Section: Civil Engineering
- Lecturers: Anne Curchod, Matthieu de Lapparent
Villes et Transports.
- Level: Master
- Section: Civil Engineering
- Lecturer: Matthieu de Lapparent

Spring 2016

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Matthieu de Lapparent, Shadi Sharif Azadeh
- Teaching assistants: Anna Fernandez Antolin, Tom�s Robenek, Yousef Maknoon, Evanthia Kazagli
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2016/index.php
Decomposition for network design.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturer: Bernard Gendron
- Webpage: http://transp-or.epfl.ch/courses/Gendron2016/index.php
Enjeux mondiaux : Mobilit� A.
- Level: Bachelor
- Section: All sections
- Lecturer: Michel Bierlaire
- Teaching assistants: Stefan Binder, Shadi Sharif Azadeh
- Webpage: http://moodle.epfl.ch/course/view.php?id=13982
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Riccardo Scarinci, Yousef Maknoon
- Teaching assistants: Iliya Markov, Marija Nikolic
- Webpage: http://transp-or.epfl.ch/courses/OptSim2016/
Semaine ENAC "Remix Public Space".
- Level: Bachelor
- Sections: Environmental Sciences and Engineering, Architecture, Civil Engineering
- Lecturer: Riccardo Scarinci
- Webpage: http://enac.epfl.ch/projeter-ensemble/semaine-ENAC

Fall 2015

Introduction � l'optimisation et � la recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Mechanical Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Shadi Sharif Azadeh, Yousef Maknoon
- Webpage: http://moodle.epfl.ch/course/view.php?id=14491
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturers: Michel Bierlaire, Matthieu de Lapparent
- Teaching assistants: Evanthia Kazagli, Anna Fernandez Antolin
- Webpage: http://transp-or.epfl.ch/courses/dca2015/

Spring 2015

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Matthieu de Lapparent, Shadi Sharif Azadeh
- Teaching assistants: Evanthia Kazagli, Anna Fernandez Antolin, Iliya Markov, Yousef Maknoon
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2015/index.php
Enjeux Mondiaux.
- Level: Bachelor
- Section: All sections
- Lecturer: Michel Bierlaire
- Teaching assistants: Stefan Binder, Flurin H�nseler
- Webpage: http://moodle.epfl.ch/course/view.php?id=13982
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Riccardo Scarinci, Yousef Maknoon
- Teaching assistants: Tom�s Robenek, Marija Nikolic
- Webpage: http://transp-or.epfl.ch/courses/OptSim2015/
Semaine ENAC "Le pi�ton vecteur d'urbanit�".
- Level: Bachelor
- Sections: Environmental Sciences and Engineering, Architecture, Civil Engineering
- Lecturer: Antonin Danalet
- Webpage: http://moodle.epfl.ch/enrol/index.php?id=7401

Fall 2014

Introduction � l'optimisation.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering, Mechanical Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Shadi Sharif Azadeh
- Webpage: http://transp-or.epfl.ch/courses/opti2014
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturers: Michel Bierlaire, Matthieu de Lapparent
- Teaching assistants: Anna Fernandez Antolin, Evanthia Kazagli
- Webpage: http://transp-or.epfl.ch/courses/dca2014/
Mod�lisation des syst�mes de transports.
- Level: Master
- Section: Civil Engineering
- Lecturer: Anne Curchod
- Teaching assistant: Stefan Binder
- Webpage: http://moodle.epfl.ch/course/view.php?id=14218

Spring 2014

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Amanda Stathopoulos, Jianghang Chen
- Teaching assistants: Iliya Markov, Anna Fernandez Antolin
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2014
Enjeux mondiaux.
- Level: Bachelor
- Section: All sections
- Lecturer: Michel Bierlaire
- Teaching assistants: Stefan Binder, Antonin Danalet
- Webpage: http://moodle.epfl.ch/course/view.php?id=13982
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Riccardo Scarinci, Jianghang Chen
- Teaching assistants: Tom�s Robenek, Marija Nikolic
- Webpage: http://transp-or.epfl.ch/courses/OptSim2014/

Fall 2013

Introduction � l'optimisation diff�rentiable.
- Level: Bachelor
- Sections: Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science
- Lecturer: Michel Bierlaire
- Teaching assistant: Nitish Umang
- Webpage: http://transp-or.epfl.ch/courses/optimizationfall2013/
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturers: Michel Bierlaire, Amanda Stathopoulos
- Teaching assistants: Evanthia Kazagli, Anna Fernandez Antolin
- Webpage: http://transp-or.epfl.ch/courses/dca2013/
Probabilit�s et Statistique.
- Level: Bachelor
- Section: Mathematics
- Lecturer: None None
- Teaching assistant: Iliya Markov
Recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Nitish Umang
- Webpage: http://transp-or.epfl.ch/courses/rofall2013/

Spring 2013

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Jianghang Chen
- Teaching assistants: Evanthia Kazagli, Tom�s Robenek
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2013
G�om�trie.
- Level: Bachelor
- Section: Civil Engineering
- Lecturer: None None
- Teaching assistant: Tom�s Robenek
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Bilal Farooq, Jianghang Chen
- Teaching assistants: Aur�lie Glerum, Antonin Danalet
- Webpage: http://transp-or.epfl.ch/courses/OptSim2013/

Fall 2012

Analyse III.
- Level: Bachelor
- Section: Civil Engineering
- Lecturer: None None
- Teaching assistant: Marija Nikolic
Introduction � l'optimisation diff�rentiable.
- Level: Bachelor
- Sections: Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science
- Lecturer: Michel Bierlaire
- Teaching assistant: Bilge Atasoy
- Webpage: http://transp-or.epfl.ch/courses/optimization2012/
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Antonin Danalet, Amanda Stathopoulos
- Webpage: http://transp-or.epfl.ch/courses/dca2012/

Spring 2012

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Prem Kumar
- Teaching assistants: Jingmin Chen, Nitish Umang
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2012
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Bilal Farooq, Prem Kumar
- Teaching assistant: Nitish Umang
- Webpage: http://transp-or.epfl.ch/courses/OptSim2012/
Recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Flurin H�nseler
- Webpage: http://transp-or.epfl.ch/courses/ro2012

Fall 2011

Introduction � l'optimisation diff�rentiable.
- Level: Bachelor
- Sections: Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science
- Lecturer: Michel Bierlaire
- Teaching assistants: Bilge Atasoy, Nitish Umang
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Aur�lie Glerum, Antonin Danalet
- Webpage: http://transp-or.epfl.ch/courses/dca2011/
Mod�lisation des syst�mes �nergie et Transports.
- Level: Master
- Section: Civil Engineering
- Lecturers: Anne Curchod, Michel Bierlaire
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Spring 2011

Decision-aid methodologies in transportation.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Prem Kumar
- Teaching assistants: Jingmin Chen, Nitish Umang
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2011
Intelligent Transportation Systems.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Gunnar Fl�tter�d
- Webpage: http://moodle.epfl.ch/course/view.php?id=9901
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Gunnar Fl�tter�d
- Teaching assistant: Ilaria Vacca
- Webpage: http://moodle.epfl.ch/course/view.php?id=6791
Recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Mamy Fetiarison, Francesco Piu
- Webpage: http://transp-or.epfl.ch/courses/ro2011/

Fall 2010

Introduction � l'optimisation diff�rentiable.
- Level: Bachelor
- Sections: Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science
- Lecturer: Micha�l Th�mans
- Teaching assistants: Bilge Atasoy, Ricardo Hurtubia
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Aur�lie Glerum, Thomas Robin
- Webpage: http://transp-or.epfl.ch/dca2010/
Mod�lisation des syst�mes �nergie et Transports.
- Level: Master
- Section: Civil Engineering
- Lecturers: Anne Curchod, Michel Bierlaire
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Spring 2010

M�thodologies d'aide � la d�cision dans le domaine des transports.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Gunnar Fl�tter�d, Jean-Pierre Leyvraz, Niklaus Eggenberg
Optimization and Simulation.
- Level: PhD
- Section: Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Gunnar Fl�tter�d
- Teaching assistant: Ilaria Vacca
- Webpage: http://moodle.epfl.ch/course/view.php?id=6791
Recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Mamy Fetiarison, Bilge Atasoy
- Webpage: http://transp-or.epfl.ch/courses/RechOp/09-10
Transport et t�l�matique.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Jean-Pierre Leyvraz

Fall 2009

Introduction � l'optimisation diff�rentiable.
- Level: Bachelor
- Sections: Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science
- Lecturer: Micha�l Th�mans
- Teaching assistant: Ilaria Vacca
- Webpage:
Mathematical Modeling of Behavior.
- Level: Master
- Section: Mathematics
- Lecturer: Michel Bierlaire
- Teaching assistants: Thomas Robin, Jingmin Chen
- Webpage: NULL
Mod�lisation des syst�mes �nergie et Transports.
- Level: Master
- Sections: Civil Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Javier Cruz, Ricardo Hurtubia
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Spring 2009

M�thodologies d'aide � la d�cision dans le domaine des transports.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Matteo Salani, Jean-Pierre Leyvraz, Gunnar Fl�tter�d
- Webpage: http://moodle.epfl.ch/course/view.php?id=2361
Recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Mamy Fetiarison, Jingmin Chen
- Webpage: NULL
Transport et t�l�matique.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Jean-Pierre Leyvraz

Fall 2008

Introduction � l'optimisation diff�rentiable.
- Level: Bachelor
- Sections: Mechanical Engineering, Electrical and Electronics Engineering, Chemistry and Chemical Engineering, Computer science
- Lecturer: Micha�l Th�mans
- Teaching assistant: Ilaria Vacca
- Webpage:
Mathematical modeling of behavior.
- Level: Master
- Sections: Mathematics, Management of Technology and Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Thomas Robin, Jeffrey Newman
- Webpage: NULL
Mod�lisation des syst�mes �nergie et Transports.
- Level: Master
- Sections: Civil Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistants: Javier Cruz, Ricardo Hurtubia
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251

Spring 2008

Mathematical models and algorithms for decision-making support.
- Level: Master
- Sections: Mathematics, Mechanical Engineering
- Lecturers: Michel Bierlaire, Matteo Salani
- Webpage: NULL
M�thodologies d'aide � la d�cision dans le domaine des transports.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Matteo Salani, Jean-Pierre Leyvraz, Zachary Patterson
Recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Ilaria Vacca
Transport et t�l�matique.
- Level: Master
- Section: Civil Engineering
- Lecturers: Michel Bierlaire, Jean-Pierre Leyvraz

Fall 2007

Mod�lisation des syst�mes �nergie et Transports.
- Level: Master
- Section: Civil Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Javier Cruz
Mod�lisation math�matique du comportement.
- Level: Master
- Section: Mathematics
- Lecturer: Michel Bierlaire
- Teaching assistants: Carolina Osorio Pizano, Thomas Robin
Optimisation 1.
- Level: Bachelor
- Sections: Mechanical Engineering, Communication Systems, Electrical and Electronics Engineering
- Lecturer: Micha�l Th�mans
- Teaching assistants: Niklaus Eggenberg, Ilaria Vacca

Spring 2007

Recherche op�rationnelle.
- Level: Bachelor
- Sections: Civil Engineering, Environmental Sciences and Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Matteo Salani
Transport et t�l�matique.
- Level: Master
- Section: Civil Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Jean-Pierre Leyvraz

Fall 2006

Mod�lisation math�matique du comportement.
- Level: Master
- Section: Mathematics
- Lecturer: Michel Bierlaire
- Teaching assistant: Carolina Osorio Pizano
Optimisation 1.
- Level: Bachelor
- Sections: Mechanical Engineering, Electrical and Electronics Engineering, Communication Systems
- Lecturer: Michel Bierlaire
- Teaching assistant: Niklaus Eggenberg

Online courses

Bierlaire M. (2020) Optimization: principles and algorithms - Linear optimization. edX
Bierlaire M. (2020) Optimization: principles and algorithms - Network and discrete optimization. edX
Bierlaire M. (2020) Optimization: principles and algorithms - Unconstrained nonlinear optimization. edX
Bierlaire M., Lurkin V. (2018) Introduction to choice models. edX

Other lectures

2024

Bayesian Estimation; Individual Prediction.
- Discrete Choice Analysis: Bayesian estimation and Individual prediction, EPFL, Lausanne, Switzerland
- Feb 15, 2024
- Lecturer: Pavel Ilinov
- Assistants: Marija Kukic, Evangelos Paschalidis
Logit Mixtures; Combining Data (SP and RP).
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 13, 2024
- Lecturer: Evangelos Paschalidis
- Assistants: Cloe Cortes Balcells, Nicola Ortelli
Nested logit; Aggregate forecasting.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 12, 2024
- Lecturer: Cloe Cortes Balcells
- Assistants: Pavel Ilinov, Evangelos Paschalidis
Introduction, Logit Estimation and Testing.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 11, 2024
- Lecturer: Tom Haering
- Assistants: Negar Rezvany, Nicola Ortelli, Fabian Torres

2023

Hierarchical Bayesian Estimation; Individual Prediction.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 02, 2023
- Lecturer: Janody Pougala
- Assistants: Marija Kukic, Nicola Ortelli
Hybrid choice models.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 01, 2023
- Lecturer: Nicola Ortelli
- Assistants: Tom Haering, Evangelos Paschalidis, Janody Pougala
Logit Mixtures; Combining Data (SP and RP).
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Jan 31, 2023
- Lecturer: Evangelos Paschalidis
- Assistants: Cloe Cortes Balcells, Janody Pougala, Negar Rezvany
Nested logit; Aggregate forecasting.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Jan 30, 2023
- Lecturer: Cloe Cortes Balcells
- Assistants: Selin Atac, Tom Haering, Negar Rezvany
Logit Estimation and Specification Testing.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Jan 29, 2023
- Lecturer: Tom Haering
- Assistants: Cloe Cortes Balcells, Marija Kukic, Nicola Ortelli

2022

Modelling driver behavior with intelligent vehicle systems in practice.
- Decision-aid methodologies in transportation, EPFL, Lausanne, Switzerland
- Apr 12, 2022
- Lecturer: Silvia Varotto
Hybrid Choice Models.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 11, 2022
- Lecturer: Silvia Varotto
- Assistants: Cloe Cortes Balcells, Selin Atac
Logit Mixtures; Combining RP and SP data.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 09, 2022
- Lecturer: Janody Pougala
- Assistants: Selin Atac, Silvia Varotto
Nested Logit; Aggregate Forecasting.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 08, 2022
- Lecturer: Selin Atac
- Assistants: Cloe Cortes Balcells, Tom Haering
Introduction; Logit Estimation and Testing.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 07, 2022
- Lecturer: Cloe Cortes Balcells
- Assistants: Janody Pougala, Selin Atac, Negar Rezvany

2021

Hybrid Choice Models.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 12, 2021
- Lecturer: Nicola Ortelli
- Assistant: Rico Krueger
Bayesian Estimation; Individual Prediction.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 11, 2021
- Lecturer: Rico Krueger
- Assistant: Tim Hillel
Logit Mixtures; Combining RP and SP data.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 10, 2021
- Lecturer: Janody Pougala
- Assistant: Selin Atac
Nested Logit; Aggregate Forecasting.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 09, 2021
- Lecturer: Selin Atac
- Assistant: Janody Pougala
Introduction; Logit Estimation and Testing.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Feb 08, 2021
- Lecturer: Tim Hillel
- Assistant: Cloe Cortes Balcells

2019

Economic Applications of Discrete Choice Models.
- Doctoral Training Unit Minlab, University of Luxembourg, Luxembourg
- Apr 08, 2019 - Apr 10, 2019
- Lecturer: Michel Bierlaire
Hybrid Choice Models.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 28, 2019
- Lecturer: Yuki Oyama
- Assistant: Tim Hillel
Bayesian Estimation; Individual Prediction.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 27, 2019
- Lecturer: Rico Krueger
- Assistants: Tim Hillel, Selin Atac, Meritxell Pacheco
Logit Mixtures; Combining RP and SP data.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 26, 2019
- Lecturer: Meritxell Pacheco
- Assistants: Tim Hillel, Rico Krueger
Nested Logit; Aggregate Forecasting.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 25, 2019
- Lecturer: Selin Atac
- Assistants: Meritxell Pacheco, Yuki Oyama, Tim Hillel
Mixture Models.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 24, 2019 - Mar 28, 2019
- Lecturer: Michel Bierlaire
Discrete Panel data.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 24, 2019 - Mar 28, 2019
- Lecturer: Michel Bierlaire
Simulation-based estimation.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 24, 2019 - Mar 28, 2019
- Lecturer: Michel Bierlaire
Introduction; Logit Estimation; Specification Testing.
- Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, EPFL, Lausanne, Switzerland
- Mar 24, 2019
- Lecturer: Tim Hillel
- Assistants: Meritxell Pacheco, Yuki Oyama, Selin Atac

2018

Installations de s�curit� ferroviaires et Passages � Niveau (PN).
- Introduction � la S�curit� et � la S�ret� dans les TRansports (ISSTR), ParisTech (Ecole Nationale des Ponts et Chauss�es), Noisy-Champs, Paris, France
- Oct 10, 2018 - Oct 10, 2018
- Lecturer: Daniel Emery
Mod�lisation et r�gulation du trafic ferroviaire.
- Simulation et R�gulation du Trafic en Transport Collectif (SRTTC), ParisTech (Ecole Nationale des Ponts et Chauss�es), Noisy-Champs, Paris, France
- Oct 10, 2018 - Oct 10, 2018
- Lecturer: Daniel Emery
Logit Mixture; Hybrid Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 14, 2018
- Lecturer: Meritxell Pacheco
- Assistants: Anna Fernandez Antolin, Yuki Oyama, Ma�lle Zimmermann
Forecasting; Combining RP & SP.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 13, 2018
- Lecturer: Meritxell Pacheco
- Assistants: Anna Fernandez Antolin, Yuki Oyama, Ma�lle Zimmermann
Specification Testing; Nested Logit.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 12, 2018
- Lecturer: Anna Fernandez Antolin
- Assistants: Meritxell Pacheco, Yuki Oyama, Ma�lle Zimmermann
Introduction; Logit Estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 11, 2018
- Lecturer: Anna Fernandez Antolin
- Assistants: Meritxell Pacheco, Yuki Oyama, Ma�lle Zimmermann

2017

Planification de l'exploitation ferroviaire.
- Conception et exploitation des syst�mes logistiques et transport, ParisTech (Ecole Nationale des Ponts et Chauss�es), Noisy-Champs, Paris, France
- Dec 01, 2017 - Dec 01, 2017
- Lecturer: Daniel Emery
Planification de l'exploitation ferroviaire.
- Conception et exploitation des syst�mes logistiques et transport, ParisTech (Ecole Nationale des Ponts et Chauss�es), Noisy-Champs, Paris, France
- Nov 16, 2017 - Nov 16, 2017
- Lecturer: Daniel Emery
Hybrid Choice Models (ctd).
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 16, 2017 - Feb 16, 2017
- Lecturer: Matthieu de Lapparent
- Assistants: Evanthia Kazagli, Meritxell Pacheco, Anna Fernandez Antolin
Logit Mixture; Hybrid Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 15, 2017 - Feb 15, 2017
- Lecturer: Matthieu de Lapparent
- Assistants: Evanthia Kazagli, Meritxell Pacheco, Anna Fernandez Antolin
Forecasting; Combining RP and SP.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 14, 2017 - Feb 14, 2017
- Lecturer: Meritxell Pacheco
- Assistants: Evanthia Kazagli, Matthieu de Lapparent, Anna Fernandez Antolin
Nested logit; Specification testing.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 13, 2017 - Feb 13, 2017
- Lecturer: Evanthia Kazagli
- Assistants: Meritxell Pacheco, Matthieu de Lapparent, Anna Fernandez Antolin
Introduction; Logit estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 12, 2017 - Feb 12, 2017
- Lecturer: Evanthia Kazagli
- Assistants: Meritxell Pacheco, Matthieu de Lapparent, Anna Fernandez Antolin

2016

Planification de l'exploitation ferroviaire.
- Conception et exploitation des syst�mes logistiques et transport, ParisTech (Ecole Nationale des Ponts et Chauss�es), Noisy-Champs, Paris, France
- Dec 02, 2016 - Dec 02, 2016
- Lecturer: Daniel Emery
Demand modeling in revenue management .
- New Paradigms in Revenue Management: Methods and Applications, University of Maryland, Maryland, USA
- May 25, 2016 - May 27, 2016
- Lecturer: Shadi Sharif Azadeh
Logit Mixture; Combining SP and RP.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 23, 2016 - Mar 23, 2016
- Lecturer: Matthieu de Lapparent
- Assistants: Evanthia Kazagli, Anna Fernandez Antolin
Forecasting; Nested Logit.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 22, 2016 - Mar 22, 2016
- Lecturer: Anna Fernandez Antolin
- Assistants: Evanthia Kazagli, Matthieu de Lapparent
Logit Models; Specification testing.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 21, 2016 - Mar 21, 2016
- Lecturer: Anna Fernandez Antolin
- Assistants: Evanthia Kazagli, Matthieu de Lapparent
Introduction; binary choice.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 20, 2016 - Mar 20, 2016
- Lecturer: Evanthia Kazagli
- Assistants: Anna Fernandez Antolin, Meritxell Pacheco

2015

Collaborative writing : method, tools.
- From Research to Publication, Module 2: Empower your writing process, EPFL
- Nov 03, 2015
- Lecturer: Antonin Danalet
Les comportements pi�tons, Approches quantitatives.
- Semaine ENAC "Le pi�ton vecteur d'urbanit�", EPFL, Lausanne, Switzerland
- Apr 21, 2015 - Apr 21, 2015
- Lecturer: Antonin Danalet
Optima: Mode choice in Switzerland.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 25, 2015
- Lecturer: Antonin Danalet
Le p�age urbain - en Suisse et � Stockholm.
- Enjeux mondiaux : Mobilit� A, EPFL, Lausanne
- Mar 10, 2015
- Lecturer: Antonin Danalet

2014

Mathematical Modeling of Choice Behavior: from Theory to Practice .
- Mathematical Modeling of Choice Behavior: from Theory to Practice , Chaire Francqui Internationale, University of Namur, Belgium
- Mar 12, 2014 - Mar 14, 2014
- Lecturer: Michel Bierlaire
Choice theory.
- Mathematical Modeling of Choice Behavior: from Theory to Practice , Chaire Francqui Internationale, University of Namur, Belgium
- Mar 12, 2014 - Mar 14, 2014
- Lecturer: Michel Bierlaire
Binary choice.
- Mathematical Modeling of Choice Behavior: from Theory to Practice , Chaire Francqui Internationale, University of Namur, Belgium
- Mar 12, 2014 - Mar 14, 2014
- Lecturer: Michel Bierlaire
Choice among many alternatives.
- Mathematical Modeling of Choice Behavior: from Theory to Practice , Chaire Francqui Internationale, University of Namur, Belgium
- Mar 12, 2014 - Mar 14, 2014
- Lecturer: Michel Bierlaire
Forecasting.
- Mathematical Modeling of Choice Behavior: from Theory to Practice , Chaire Francqui Internationale, University of Namur, Belgium
- Mar 12, 2014 - Mar 14, 2014
- Lecturer: Michel Bierlaire
Le p�age urbain.
- Enjeux mondiaux : mobilit� A+B, EPFL, Lausanne
- Mar 11, 2014
- Lecturer: Antonin Danalet

2013

Estimation of Binary Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2013 - Mar 28, 2013
- Lecturer: Michel Bierlaire
- Assistants: Antonin Danalet, Aur�lie Glerum
Multivariate Extreme Value Models - Sampling and Estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2013 - Mar 28, 2013
- Lecturer: Michel Bierlaire
- Assistants: Antonin Danalet, Aur�lie Glerum
Mixture Models; Simulation-based Estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2013 - Mar 28, 2013
- Lecturer: Michel Bierlaire
- Assistants: Antonin Danalet, Aur�lie Glerum
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2013 - Mar 28, 2013
- Lecturer: Michel Bierlaire
- Assistants: Antonin Danalet, Aur�lie Glerum

2012

Modelling the Choice of Alternative Fuel Vehicles.
- Lectures in doctoral programme, section 'government and institutions', University of 'Roma Tre', Rome
- Feb 27, 2012
- Lecturer: Amanda Stathopoulos
Estimation of Binary Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Jan 29, 2012 - Feb 02, 2012
- Lecturer: Michel Bierlaire
- Assistants: Aur�lie Glerum, Antonin Danalet
Discrete Panel Data.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Jan 29, 2012 - Feb 02, 2012
- Lecturer: Michel Bierlaire
- Assistants: Aur�lie Glerum, Antonin Danalet
Extreme Value Models; Sampling and Estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Jan 29, 2012 - Feb 02, 2012
- Lecturer: Michel Bierlaire
- Assistants: Aur�lie Glerum, Antonin Danalet
Mixture Models and simulation-based Estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Jan 29, 2012 - Feb 02, 2012
- Lecturer: Michel Bierlaire
- Assistants: Aur�lie Glerum, Antonin Danalet
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Jan 29, 2012 - Feb 02, 2012
- Lecturer: Michel Bierlaire
- Assistants: Aur�lie Glerum, Antonin Danalet

2011

Mod�lisation de trafics urbains.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Dec 09, 2011
- Lecturer: Anne Curchod
Analyse de la capacit� de de transport et �tude de cas.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Dec 02, 2011
- Lecturer: Anne Curchod
Typologie des mod�les de gestion du trafic et de planification des syst�mes de transports.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris - France
- Oct 21, 2011
- Lecturer: Anne Curchod
Estimation of Binary Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 20, 2011 - Mar 24, 2011
- Lecturer: Michel Bierlaire
- Assistants: Thomas Robin, Aur�lie Glerum
Discrete Panel Data.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 20, 2011 - Mar 24, 2011
- Lecturer: Michel Bierlaire
- Assistants: Thomas Robin, Aur�lie Glerum
Extreme Value Models; Sampling.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 20, 2011 - Mar 24, 2011
- Lecturer: Michel Bierlaire
- Assistants: Thomas Robin, Aur�lie Glerum
Mixture Models and simulation-based Estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 20, 2011 - Mar 24, 2011
- Lecturer: Michel Bierlaire
- Assistants: Thomas Robin, Aur�lie Glerum
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 20, 2011 - Mar 24, 2011
- Lecturer: Michel Bierlaire
- Assistants: Thomas Robin, Aur�lie Glerum

2010

Mod�lisation de trafics urbains.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Nov 26, 2010
- Lecturer: Anne Curchod
Analyse de la capacit� de r�seaux ferroviaires et �tude de cas.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Nov 12, 2010
- Lecturer: Anne Curchod
Nested logit.
- Short course on Transport Modeling, EPFL Middle East, Ras-Al-Khaima, UAE
- Nov 10, 2010
- Lecturer: Michel Bierlaire
Statistical tests .
- Short course on Transport Modeling, EPFL Middle East, Ras-Al-Khaima, UAE
- Nov 09, 2010
- Lecturer: Michel Bierlaire
Introduction to choice theory .
- Short course on Transport Modeling, EPFL Middle East, Ras-Al-Khaima, UAE
- Nov 08, 2010
- Lecturer: Michel Bierlaire
Logit models: 2 alternatives .
- Short course on Transport Modeling, EPFL Middle East, Ras-Al-Khaima, UAE
- Nov 08, 2010
- Lecturer: Michel Bierlaire
Typologie des mod�les de gestion du trafic et de planification des syst�mes de transports.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Nov 05, 2010
- Lecturer: Anne Curchod
Estimation of binary choice models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 07, 2010 - Feb 11, 2010
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Multivariate Extreme Value Models - Sampling and Estimatio.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 07, 2010 - Feb 11, 2010
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Mixture Models; Simulation-based Estimation.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 07, 2010 - Feb 11, 2010
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 07, 2010 - Feb 11, 2010
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Estimation of Discrete Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Feb 07, 2010 - Feb 11, 2010
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin

2009

Analyse de la capacit� de r�seaux ferroviaires et �tude de cas.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Nov 27, 2009
- Lecturer: Anne Curchod
Typologie des mod�les de gestion du trafic et de planification des syst�mes de transports.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Nov 13, 2009
- Lecturer: Anne Curchod
Estimation of binary choice models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2009 - Mar 28, 2009
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2009 - Mar 28, 2009
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Estimation of Discrete Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2009 - Mar 28, 2009
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Mixture Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 24, 2009 - Mar 28, 2009
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Analyse de la demande en transport. Les mod�les de choix discrets.
- Formation sur l'�conomie et la planification des transports, Office F�d�ral des Transports, Berne, Switzerland
- Mar 19, 2009
- Lecturer: Michel Bierlaire
Challenges in the calibration of transport network models.
- TransportNET course on Transport Systems, EPFL, Lausanne, Switzerland
- Mar 04, 2009
- Lecturer: Gunnar Fl�tter�d
Algorithms for Auto and Transit Route Choice : Potentials and Limitations.
- TransportNET course on Transport Systems, EPFL, Lausanne, Switzerland
- Mar 04, 2009
- Lecturer: Jean-Pierre Leyvraz
Air Travel behaviour modelling.
- TransportNET course on Transport Systems, EPFL, Lausanne, Switzerland
- Mar 02, 2009
- Lecturer: Jeffrey Newman
Airline scheduling optimization.
- TransportNET course on Transport Systems, EPFL, Lausanne, Switzerland
- Mar 02, 2009
- Lecturer: Matteo Salani

2008

Illustration d'un mod�le d'aide � la planification de lignes par une �tude de cas.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Nov 14, 2008
- Lecturer: Anne Curchod
Typologie des mod�les de gestion du trafic et de planification des syst�mes de transports.
- Conception et exploitation des syst�mes logistiques et de transport, ENPC, Paris, France
- Nov 07, 2008
- Lecturer: Anne Curchod
Nonlinear specifications.
- Summer School on 'Discrete Choice Models, University of Bologna, Imola (Bologna), Italy
- Jul 17, 2008
- Lecturer: Michel Bierlaire
Tests.
- Summer School on 'Discrete Choice Models, University of Bologna, Imola (Bologna), Italy
- Jul 17, 2008
- Lecturer: Michel Bierlaire
.
- Modeling and Simulation in Logistics, International Institute for the Management of Logistics, Lausanne, Switzerland
- May 19, 2008 - May 23, 2008
- Lecturer: Michel Bierlaire
- Assistant: Carolina Osorio Pizano
Estimation of binary choice models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 25, 2008 - Mar 29, 2008
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Multivariate Extreme Value Models - Sampling Strategies.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 25, 2008 - Mar 29, 2008
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 25, 2008 - Mar 29, 2008
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Thomas Robin

2007

A short introduction to discrete choice models.
- A short introduction to discrete choice models, Universiteit Antwerpen, Antwerp, Belgium
- Dec 19, 2007 - Dec 20, 2007
- Lecturer: Michel Bierlaire
Mod�lisation et simulation en logistique.
- Mod�lisation et simulation en logistique, Institut International de Management pour la Logistique, Paris, France
- Dec 13, 2007
- Lecturer: Carolina Osorio Pizano
Mod�lisation et simulation du comportement -Mod�les de choix discret.
- Mod�lisation et simulation en logistique, Institut International de Management pour la Logistique, Paris, France
- Dec 10, 2007 - Dec 14, 2007
- Lecturer: Michel Bierlaire
- Assistant: Carolina Osorio Pizano
Planification des transports - de l�approche traditionnelle vers les mod�les int�gr�s.
- Mod�lisation des syst�mes �nergie et Transports, EPFL, Lausanne, Suisse
- Dec 06, 2007
- Lecturer: Zachary Patterson
Simulation.
- Decision Models, EPFL, Lausanne, Switzerland
- Dec 03, 2007
- Lecturer: Carolina Osorio Pizano
La mod�lisation et planification des transports: de l�approche traditionnelle vers les mod�les int�gr�s.
- Cours Environnement G�nie Civil, EPFL, Lausanne, Suisse
- Dec 03, 2007
- Lecturer: Zachary Patterson
Simulation tools.
- Decision Models, EPFL, Lausanne, Switzerland
- Nov 26, 2007
- Lecturer: Carolina Osorio Pizano
Modeling transport networks: Route choice models.
- TransportNET course on Transport Systems, EPFL, Lausanne, Switzerland
- Sep 10, 2007
- Lecturer: Michel Bierlaire
Modeling and simulation of behavior: discrete choice models.
- Modeling and Simulation in Logistics, International Institute for the Management of Logistics, Lausanne, Switzerland
- May 03, 2007
- Lecturer: Michel Bierlaire
- Assistant: Thomas Robin
Modeling and Simulation Case Studies.
- Modeling and Simulation in Logistics, International Institute for the Management of Logistics, Lausanne, Switzerland
- Apr 30, 2007 - May 04, 2007
- Lecturer: Emma Frejinger
- Assistant: Carolina Osorio Pizano
Sampling Strategies for Discrete Choice Analysis.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 29, 2007
- Lecturer: Michel Bierlaire
Multivariate (Generalized) Extreme Value Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 27, 2007
- Lecturer: Michel Bierlaire
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 26, 2007
- Lecturer: Michel Bierlaire
Estimation of Binomial Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 25, 2007
- Lecturer: Michel Bierlaire
La mod�lisation de transport dans la r�gion de la mer d'Aral.
- Cours Environnement G�nie Civil, EPFL, Lausanne, Switzerland
- Jan 15, 2007
- Lecturer: Zachary Patterson

2006

Mod�lisation du comportement humain: m�thodologie.
- Mod�lisation et simulation en logistique, Institut International de Management pour la Logistique, Paris, France
- Dec 11, 2006 - Dec 15, 2006
- Lecturer: Michel Bierlaire
- Assistants: Emma Frejinger, Carolina Osorio Pizano
Mod�lisation et simulation de gestion de stocks.
- Mod�lisation et simulation en logistique, Institut International de Management pour la Logistique, Paris, France
- Dec 11, 2006 - Dec 15, 2006
- Lecturer: Emma Frejinger
- Assistant: Carolina Osorio Pizano
Introduction � la planification routi�re.
- Unit� d�enseignement Am�nagement urbain, mobilit� et environnement, ENAC, EPFL, Lausanne, Switzerland
- Nov 14, 2006
- Lecturer: Michel Bierlaire
Introduction � la planification routi�re: Illustration avec le programme EMME/2.
- Unit� d�enseignement Am�nagement urbain, mobilit� et environnement, ENAC, EPFL, Lausanne, Switzerland
- Nov 14, 2006
- Lecturer: Jean-Pierre Leyvraz
Mod�lisation du comportement humain: m�thodologie.
- Modeling and Simulation in Logistics, International Institute for the Management of Logistics, Lausanne, Switzerland
- May 01, 2006 - May 05, 2006
- Lecturer: Michel Bierlaire
- Assistants: Carolina Osorio Pizano, Emma Frejinger
Simulation in inventory modeling.
- Modeling and Simulation in Logistics, International Institute for the Management of Logistics, Lausanne, Switzerland
- May 01, 2006 - May 05, 2006
- Lecturer: Emma Frejinger
- Assistant: Carolina Osorio Pizano
Multivariate (Generalized) Extreme Value Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 28, 2006
- Lecturer: Michel Bierlaire
Specification and Estimation of Logit Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 27, 2006
- Lecturer: Michel Bierlaire
Estimation of Binomial Choice Models.
- Discrete Choice Analysis: Predicting Demand and Market Shares, EPFL, Lausanne, Switzerland
- Mar 26, 2006
- Lecturer: Michel Bierlaire

2005

Trust-region based algorithms for singular nonlinear optimization with applications to discrete choice models.
- , EPFL, Lausanne, Switzerland
- May 12, 2005
- Lecturer: Micha�l Th�mans

2004

Simulation of patient flows.
- Certificat qualit� des soins, H�pitaux Universitaires de Gen�ve, Geneva, Switzerland
- Dec 02, 2004 - Dec 02, 2004
- Lecturer: Emma Frejinger
Introduction to Continuous optimization: convex methods - Conic programming.
- ADONET, Doctoral School in Discrete System Optimization, EPFL, Lausanne, Switzerland
- Jun 21, 2004 - Jul 02, 2004
- Lecturer: Michel Bierlaire
Introduction to continuous optimization: convex methods - Conic quadratic programming.
- ADONET Doctoral school in Discrete system optimization, EPFL, Lausanne, Switzerland
- Jun 21, 2004 - Jul 02, 2004
- Lecturer: Michel Bierlaire
Algorithms, Interior point methods.
- ADONET Doctoral school in Discrete system optimization, EPFL, Lausanne, Switzerland
- Jun 21, 2004 - Jul 02, 2004
- Lecturer: Michel Bierlaire
Algorithms, Sequential quadratic programming.
- ADONET Doctoral school in discrete system optimization, EPFL, Lausanne, Switzerland
- Jun 21, 2004 - Jul 02, 2004
- Lecturer: Michel Bierlaire

2002

Mod�lisation et simulation du flux d'une ligne d'embouteillage.
- , EPFL
- Aug 15, 2002
- Lecturer: Micha�l Th�mans

Transport and Mobility Laboratory: academic output

Transport and Mobility Laboratory: academic output