Thierry GARAIX
- Email garaix@mines-stetienne.fr
- Phone +33 4 77 42 66 41
- Capacity Responsable du département I4S
- Centre Centre for Biomedical and Healthcare Engineering -
- Department Healthcare Engineering (I4S)
- Site Campus of Saint-Étienne
Campus Santé et Innovations, Saint-Priest-en-Jarez - Office L214
- Responsibilities and Duties
Courses: Production and logistics management
CNRS Research group on operations research applied to health care sytems - Skills
Operations research
Combinatorial optimization
Computer science - Research Topics
Health care management
- Teaching Areas
Logistics
Operations research
Programming (C, Java) - Biography
Thierry Garaix is an Assistant Professor of Healthcare Management at the Center for Health Engineering of the École des Mines de Saint-Étienne
(France), and member of the research laboratory LIMOS UMR CNRS 6158 (Clermont-Ferrand, France), since 2011. He received his Ph.D. in Operations Research and Geomatics from the Université d’Avignon et des Pays de Vaucluse (France), in 2007. His research interests focus on the optimization of logistics and production systems, in particular, on vehicle routing and scheduling problems. Many of them are in the health care context like home health care and emergency department planning. - Education
Sep. 04 – July 08: PhD student and temporary assistant professor, Mathematical and Computer Sciences Engineering Center at University of Avignon.
• Transportation optimization and vehicle routing problems. Supervisors : C. Artigues, D. Josselin, D. Feillet - Career History
Dec. 11 – now: Assistant professor, Center for Biomedical and Healthcare Engineering (CIS, LIMOS CNRS UMR 6158), ENSMSE.
• Quantitative methods for modeling, simulation and optimization of healthcare production systems and new health services. Team leader : X. Xie.
Aug. 10 – Sep. 11: Postdoc researcher, Micro-electronic Center, ENSMSE.
• City logistics and semi-conductor production. Team leader : S. Dauzère-Péres.
July 08 – July 10: Postdoc researcher, Politecnico di Torino (6 months at LAAS Toulouse as guest researcher).
• Scheduling of production in industrial context (Pirelli). Robust optimization. Team leader : F. Della Croce. - Main Publications
• ”Staff dimensioning in homecare services with uncertain demands”, C. Rodriguez Verjan, O. EL-Rifai, T. Garaix, V. Augusto, X. Xie , International Journal of Production Research, 53(24):7396-7410 , 2015 .
• ”Hybridization of Tabu Search with Feasible and Infeasible Local Searches for Periodic Home Health Care Logistics”, R. Liu, X. Xie, T. Garaix , Omega, 47:17-32 , 2014 .
• ”A New Consistent Vehicle Routing Problem for the Transportation of People with Disabilities”, D. Feillet, T. Garaix, F. Lehuédé, O. Péton, D. Quadri , Networks, 63(3), 211-224 , 2014 .
• ”Fast Minimum Float Computation In Activity Networks Under Interval Uncertainty”, T. Garaix, C. Artigues, C. Briand , Journal of Scheduling, 16(1):93-103 , 2013 .
• ”Vehicle routing problems with alternative paths : an application to on-demand transportation”, T. Garaix, C. Artigues, D. Feillet, D. Josselin , European Journal of Operational Research, 204(1):62-75 , 2010 .
Contact
Domains
- Computer Science [cs]/Operations Research [math.OC]50
- Computer Science [cs]11
- Mathematics [math]/Combinatorics [math.CO]6
- Engineering Sciences [physics]/Chemical and Process Engineering6
- Life Sciences [q-bio]/Santé publique et épidémiologie3
- Computer Science [cs]/Modeling and Simulation2
- Mathematics [math]2
- Life Sciences [q-bio]/Bioengineering2
- Engineering Sciences [physics]2
- Quantitative Finance [q-fin]/Statistical Finance [q-fin.ST]1
- Environmental Sciences1
- Life Sciences [q-bio]/Human health and pathology/Surgery1
- Humanities and Social Sciences/Geography1
- Humanities and Social Sciences/Business administration1
Keywords
- Column generation5
- Driver scheduling4
- Home health care4
- City logistics3
- Dial-a-ride problem3
- Road freight transport3
- Simulation3
- Vehicle routing3
- Directive 2002/15/EC2
- EC regulation 561/20062
- Hospitalisation à domicile2
- Integer programming2
- Interval uncertainty2
- Label setting algorithms2
- Logistique urbaine2
- Medical transportation2
- On-demand transportation2
- Optimization2
- Periodic vehicle routing2
- Pickup and delivery2
- Q-learning2
- Stochastic2
- Tabu search2
- Tournées de véhicules2
- Vehicle routing problem2
- Aide à la décision1
- Algorithms1
- Appointment scheduling1
- Apprentissage1
- Benders' cuts1
- Branch-and-bound1
- Branch-and-price1
- Branch-and-price-and-cut1
- Chemotherapy appointment1
- Complexity1
- Computer science1
- Consistent vehicle routing problem1
- Constraint Programming1
- Constraint programming1
- Cyclic1
- Daily drayage operations1
- Data science1
- Decision-making software1
- Demand Responsive Transport1
- Digital1
- Digital health1
- Dimensionnement de ressources1
- Distribution1
- Driver scheduling integer programming label setting algorithms road freight transport EC Regulation 561/2006 Directive 2002/15/EC1
- Dynamic Optimization1
- Dynamic VRP1
- Dynamic programming1
- EC Regulation 561/20061
- EC regulation1
- Emergency Department1
- Emergency Surgery Insertion1
- Emergency department1
- Emergency departments1
- Emergency management planning1
- Engineering Optimization1
- Exposome1
- Facility location problem1
- Fast algorithm1
- Feasible local search1
- Flood1
- GRASP1
- Global health1
- Governance1
- Génération de colonnes1
- HAH1
- Health care1
- Health care at home1
- Health promotion1
- Healthcare1
- Healthcare management systems1
- Heuristic branch-and-price1
- Homecare1
- Infeasible local search1
- Influenza1
- Intermodal transportation1
- Labeling algorithm1
- Large neighborhood search1
- Law1
- Linear fractional program1
- Local search1
- Location problem1
- Logistics1
- Lower bound1
- Matheuristic1
- Minimum float1
- Mixed-integer optimization1
- Modeling1
- Modélisation1
- Multi1
- Multi-period1
- Multi-resources1
- Multigraph1
- Multiple time windows1
- Neural network1
- On-call1
Authors
Garaix Thierry58
Xie Xiaolan19
Feillet Dominique17
Augusto Vincent14
Artigues Christian7
Lacomme Philippe7
Absi Nabil7
Tchernev Nikolay6
Lehuédé Fabien6
Péton Olivier6
Bourreau Eric5
El-Rifai Omar5
Quadri Dominique5
Gondran Matthieu4
Garaix Thierry Georges4
Guyon Olivier4
Josselin Didier4
Peña-Arenas Iván3
Ballereau François2
Dodane-Loyenet Antoine2
Liu Ran2
Redjaline Abdesslam2
Agius Maxime2
Rifki Omar2
Huguet Marius2
Briand Cyril2
Farias Katyanne2
Rodriguez Carlos2
Rodriguez-Verjan Carlos Fernando2
Fontanili Franck2
Martino Diego2
Xiaolan Xie2
Triki Nizar2
Zehrouni Afafe2
Achille Husson François1
Augusto Vincent1
Bargetto Roberto1
Bourdelin Magali1
Breen Camille1
Castells Bernard1
Charles Dron Jean1
Croce F Della1
Denis Sophie1
Didry Julien1
Facchi Guillaume1
Fourneyron Emmanuelle1
Gailliègue Floriant1
Garnier Veronique1
Gentile Michel1
Gondran M.1
Grosso A.1
Guerder François1
Harbouche Michael1
Jeanson Françoise1
Kervadec Martin1
Lacomme P.1
Lacomme P. Ph.1
Laune Daniel1
Maître Xavier1
Messabis Mohamed El Habib1
Montuy-Coquard Claude1
Mura Enzo1
Noël Pierre-Yves1
Olympie Alain1
Pehlivan Canan1
Peña-Arenas I.1
Phan Raksmey1
Picard Robert1
Poumarède Bénédicte1
Rodts Ulysse1
Rostami Salim1
Sarazin M.1
Tazarourte Karim1
Traynard Pierre-Yves1
Versini François1
Xie X.1
Xie Xiaolan1
Yordanov Youri1
Zanotti William1
Bontemps Hervé1
Gardin Guillaume1
Bouvier Remi1
Lacomme Philippe1
Prague Mélanie1
Bertrand Antoine1
Peña Arenas Iván Guillermo1
Abi-Nader Diana1
Azefack Cyriac1
Korabi Taki Eddine1
Breen Camille1
Kirche Stéphane1
Benoist Alexandre1
Poupaud Mariline1
Blain Hubert1
Pecuchet Nicolas1
Pehlivan Canan1
Laplanche David1
BAKALI EL KASSIMI Ahmed1
Rifki Omar1
Massart Sébastien1
Journals
- Computers and Operations Research3
- Operations Research for Health Care2
- European Journal of Operational Research2
- Health Care Management Science2
- International Journal of Production Research2
- Communications Medicine2
- Expert Systems with Applications1
- IEEE Transactions on Automation Science and Engineering1
- Journal of Scheduling1
- Networks1
Year of production
Institutions
- Ecole Nationale Supérieure des Mines de St Etienne47
- Université Clermont Auvergne [2017-2020]26
- Institut national polytechnique Clermont Auvergne16
- CMP-GC12
- Avignon Université11
- Centre d'Enseignement et de Recherche en Informatique - CERI11
- Institut National de la Santé et de la Recherche Médicale9
- Université Jean Monnet - Saint-Étienne8
- Shanghai Jiao Tong University [Shanghai]7
- CIS7
- Université de Montpellier7
- Université de Nice Sophia-Antipolis7
- Université de la Méditerranée - Aix-Marseille 27
- Université de Provence - Aix-Marseille 17
- École Centrale de Nantes6
- Institut National des Sciences Appliquées - Toulouse6
- Université Toulouse - Jean Jaurès6
- Université Toulouse III - Paul Sabatier6
- Institut National Polytechnique (Toulouse)6
- Université Toulouse Capitole6
- Mines Nantes6
- Université de Nantes6
- Université Blaise Pascal - Clermont-Ferrand 24
- Université d'Auvergne - Clermont-Ferrand I4
- SIGMA Clermont4
- Centre Ingénierie Santé, Saint-Étienne3
- Université de Tours2
- Université du Littoral Côte d'Opale2
- Université de Technologie de Troyes2
- Institut polytechnique de Grenoble - Grenoble Institute of Technology1
- Université de Rennes1
- Charité - UniversitätsMedizin = Berlin University Medicine1
- EOVI MCD Santé & Services1
- Université Claude Bernard Lyon 11
- Université de Strasbourg1
- Centre Hospitalier Universitaire [CHU Grenoble]1
- Université de Bordeaux1
- Hôpital Edouard Herriot [CHU - HCL]1
- Catholic University of Leuven = Katholieke Universiteit Leuven1
- Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Pontchaillou]1
- Sciences Po1
- VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement1
- École des Hautes Études en Santé Publique [EHESP]1
- Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)1
- Institut National des Sciences Appliquées - Centre Val de Loire1
- Ecole Normale Supérieure Lettres et Sciences Humaines1
- KEY LAB1
- Université Lumière - Lyon 21
- Institut Henri Fayol1
- CHU Pitié-Salpêtrière [AP-HP]1
- University of Nottingham, UK1
- Université Grenoble Alpes [2016-2019]1
- Structure Fédérative de Recherche en Biologie et Santé de Rennes1
- CHU Saint-Antoine [AP-HP]1
- School of Management (LEM)1
- IMT École nationale supérieure des Mines d'Albi-Carmaux1
- Centre Hospitalier Universitaire de Nantes = Nantes University Hospital1
- Clinique Mutualiste Chirurgicale [Saint-Étienne]1
- centre hospitalier Le Corbusier, 42700, Firminy, France.1
- Politecnico di Torino = Polytechnic of Turin1
- Université d'Angers1
- Universidad del Rosario [Bogota]1
Laboratories
- Centre Ingénierie et Santé30
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes26
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes16
- Département Sciences de la Fabrication et Logistique12
- Laboratoire Informatique d'Avignon11
- Ingénierie des systèmes de soins et des services de santé7
- Institut de Recherche en Communications et en Cybernétique de Nantes6
- Laboratoire d'analyse et d'architecture des systèmes6
- Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier4
- Études des Structures, des Processus d’Adaptation et des Changements de l’Espace4
- Laboratoire d'Informatique, de Modélisation et d'optimisation des Systèmes4
- Department of Industrial Engineering and Logistics Management3
- Études des Structures, des Processus d’Adaptation et des Changements de l’Espace3
- Laboratoire d'Informatique Signal et Image de la Côte d'Opale2
- Department of Industrial Engineering and Management2
- Risques, Epidémiologie, Territoire, INformations, Education et Santé1
- Translational Innovation in Medicine and Complexity | Recherche Translationnelle et Innovation en Médecine et Complexité - UMR 55251
- Autonomie, Gérontologie, E-santé, Imagerie & Société [Grenoble]1
- Laboratoire Informatique et Société Numérique1
- Research on Healthcare Performance1
- Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier1
- School of Computer Science1
- Institut Charles Delaunay1
- Département Décision en Entreprise : Modélisation, Optimisation1
- Institut de recherche en santé, environnement et travail1
- Operations Research and Business Statistics1
- Laboratoire d'Informatique Fondamentale et Appliquée de Tours1
- Laboratoire d'Analyse des Signaux et des Processus Industriels1
- Centre Génie Industriel1
- Institut de Biologie Moléculaire des Plantes1
- Bordeaux population health1
- Groupe d'analyse et de théorie économique1
- CHU Montpellier = Montpellier University Hospital1
- EAST CHINA UNIVERSITY1
Departments
Research team
- Marius Huguet, Canan Pehlivan, François Ballereau, Antoine Dodane-Loyenet, Franck Fontanili, et al.. Indoor positioning systems provide insight into emergency department systems enabling proposal of designs to improve workflow. Communications Medicine, 2025, 5 (1), pp.72. ⟨10.1038/s43856-025-00793-y⟩. ⟨hal-05029609⟩
- Marius Huguet, Canan Pehlivan, François Ballereau, Antoine Dodane-Loyenet, Franck Fontanili, et al.. Indoor positioning systems provide insight into emergency department systems enabling proposal of designs to improve workflow. Communications Medicine, 2025, 5 (1), pp.72. ⟨10.1038/s43856-025-00793-y⟩. ⟨hal-05007148⟩
- Louis Dublois, Thierry Garaix, Yannick Kergosien. Optimisation du Mix de Parcours de Soins sur un Territoire. 26ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2025, Champs-sur-Marne, France. ⟨hal-04983130⟩
- Robert Picard, Vincent Augusto, Mathias Béjean, Antoine Bertrand, Dominique Joseph Bicout, et al.. Ambitions et principaux enseignements du colloque « Santé globale, décisions locales », organisé par la Filière Santé numérique. Gériatrie et Psychologie Neuropsychiatrie Du Vieillissement, 2025, 23 (2), pp.141-152. ⟨10.1684/pnv.2025.1236⟩. ⟨hal-05162335⟩
- T. Garaix, P. Lacomme, I. Peña-Arenas. A label-setting algorithm for the truck driver scheduling problem in accordance with European Community social legislation. Expert Systems with Applications, 2024, 242, pp.122787. ⟨10.1016/j.eswa.2023.122787⟩. ⟨hal-04420302⟩
- Thierry Garaix, Mohammed Skiredj. A note on “A unified solution framework for multi-attribute vehicle routing problems”. European Journal of Operational Research, 2024, 314 (3), pp.1215-1219. ⟨10.1016/j.ejor.2023.11.037⟩. ⟨hal-04420027⟩
- Omar Rifki, Thierry Garaix. Online Large-Scale Taxi Assignment: Optimization and Learning. Findings, 2023, ⟨10.32866/001c.74765⟩. ⟨hal-04116309⟩
- Roberto Bargetto, Thierry Garaix, Xiaolan Xie. A branch-and-price-and-cut algorithm for operating room scheduling under human resource constraints. Computers and Operations Research, 2023, 152, pp.106136. ⟨10.1016/j.cor.2022.106136⟩. ⟨hal-04609352⟩
- Maxime Agius, Nabil Absi, Dominique Feillet, Thierry Garaix. Workload equity for a dynamic multi-period routing problem in the context of medical transportation. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03595454⟩
- Eric Bourreau, Thierry Garaix, Matthieu Gondran, Philippe Lacomme, Nikolay Tchernev. A constraint-programming based decomposition method for the Generalised Workforce Scheduling and Routing Problem (GWSRP). International Journal of Production Research, 2022, 60 (4), pp.1265-1283. ⟨10.1080/00207543.2020.1856436⟩. ⟨lirmm-03286971⟩