Jean-Marc Frayret
Ing. (ESB, France), M.Sc. (Université Laval), Ph.D. (Université Laval)
Full Professor
Department of Mathematical and Industrial Engineering
Department of Mathematical and Industrial Engineering
Areas of expertise
Logistics Operations management Operations research and management science Industry 4.0
Logistics Operations management Operations research and management science Industry 4.0
Research interests and affiliations
Research interests
Professor Frayret's primary research interest concern the design of decision support systems dedicated to operations and value creation networks. Professor Frayret also works in the fields of information systems and e-business with a particular emphasis on the collaboration and integration processes of distributed decisions within the context of production networks. This includes the implementation of these processes into agent-based information systems. Professor Frayret research efforts are both theoretical and applied in nature. The forest products industry is the primary industry to which his research findings are applied.
Professor Frayret secondary research interest concerns the theorical and practical aspects of knowledge and technology transfer from academia to industry and the management of innovation.
- Industry 4.0/smart manufacturing
- Logistic
- Operational planning
- Forest products industry
- Circular economy
- Agents system
Affiliation(s)
- Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), Member
- Institute for Data Valorization (IVADO), Member
- Centre interdisciplinaire de recherche en opérationnalisation du développement durable (CIRODD), Member
- Tier-1 Canada Research Chair in Analytics and Logistics in Healthcare (HANALOG), Member
- Research Group on Globalisation and Management of Technology (GMT), Member
- Laboratoire Poly-Industries 4.0, Member
- Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), Member
Expertise type(s) (NSERC subjects)
- 1602 Management information systems
- 1603 Logistics
- 1606 Operations management
Publications
Recent publications
Report
Report
Report
Journal article
Sauvageau, G., & Frayret, J.-M. Agent-based simulation of waste paper procurement and recycled pulp production. (Technical Report n° CIRRELT-2013-87).
Lemieux, S., D'Amours, S., Gaudreault, J., & Frayret, J.-M. Agent-based simulation to anticipate impacts of tactical supply chain decision-making in the lumber industry. (Technical Report n° CIRRELT-2009-51).
Santa-Eulalia, L. A., D'Amours, S., & Frayret, J.-M. Integrated methodological frameworks for modelling agent-based advanced supply chain planning systems: a systematic literature review. (Technical Report n° CIRRELT-2011-23).
Walzberg, J., Frayret, J.-M., Eberle, A. L. L., Carpenter, A., & Heath, G. (2023). Agent-based modeling and simulation for the circular economy: Lessons learned and path forward. Journal of Industrial Ecology, 27(5), 1227-1238.
See all publications (141)
Teaching
- IND4304 : Procurement and distribution (fall 2006 and 2007)
- IND6208A : Design of just-in-time production systems (winter 2007 and 2008)
- IND4905 : PRISME, capstone projects with companies (fall 2007 to winter 2019)
- IND6215 : Distribued production and logistics (winter 2009 to winter 2016)
Supervision at Polytechnique
IN PROGRESS
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Ph.D. (1)
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Labelle, Alexandre. Economic and Environmental Analysis of Post-Consumer Mass Flow Strategies Using Agent-Losed Simuation.
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COMPLETED
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Ph.D. Thesis (6)
- Karimi, E. (2018). Integrative Predictive Support Systems for Hospital's Resource Planning and Scheduling [Ph.D. thesis, École Polytechnique de Montréal].
- Ghali, M. R. (2017). Réseau social pour l'initiation de synergies industrielles [Ph.D. thesis, École Polytechnique de Montréal].
- Farnia, F. (2015). Timber Auction Simulation and Design [Ph.D. thesis, École Polytechnique de Montréal].
- Dems, A. (2014). Problèmes intégrés d'approvisionnement forestier avec décisions de tronçonnage [Ph.D. thesis, École Polytechnique de Montréal].
- Taghipour, A. (2012). Dynamic mutual adjustment search for supply chain operations planning coordination [Ph.D. thesis, École Polytechnique de Montréal].
- Gaudreault, J. (2009). Algorithmes pour la prise de décision distribuée en contexte hiérarchique [Ph.D. thesis, École Polytechnique de Montréal].
- Karimi, E. (2018). Integrative Predictive Support Systems for Hospital's Resource Planning and Scheduling [Ph.D. thesis, École Polytechnique de Montréal].
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Master's Thesis (20)
- Devaux, V. (2022). Modèles prédictifs de l'état final des devis de vente dans une grande entreprise de télécommunications [Master's thesis, Polytechnique Montréal].
- Saraei, T. (2022). Développement d'un système de recommandation de produits dans un contexte Business-to-Business [Master's thesis, Polytechnique Montréal].
- Mehri, M. (2021). Metaheuristic Approach for the Facility Layout Problem in a Hospital [Master's thesis, Polytechnique Montréal].
- Basilico, G. (2020). Agent-Based Systems and Dynamic Multi-Agent Scheduling for Fleet Management in Underground Mines: Towards Mining 4.0 [Master's thesis, Polytechnique Montréal].
- Paredes Seminario, J. A. (2020). Multi-criteria Analysis of Internal Cross-docking Operations [Master's thesis, Polytechnique Montréal].
- Levit, M. F. (2019). Étude comparative de stratégies logistiques de collecte de résidus dans le Port de Montréal [Master's thesis, Polytechnique Montréal].
- Ngoko, P. Z. (2019). Approche hybride pour l'optimisation de stratégie d'approvisionnement [Master's thesis, Polytechnique Montréal].
- Niang, N. A. (2019). Simulation multi-agent des opérations sur un réseau d'autopartage en libre-service intégral [Master's thesis, Polytechnique Montréal].
- Moghimi, M. (2018). XCS Algorithms for a Linear Combination of Discounted and Undiscounted Reward Markovian Decision Processes [Master's thesis, École Polytechnique de Montréal].
- Sadeghi, A. (2018). Agent-Based Model of Fab Lab Communities [Master's thesis, École Polytechnique de Montréal].
- Kossar, D. (2017). Réservation de capacité de production dans le domaine du traitement de surface pour l'aéronautique [Master's thesis, École Polytechnique de Montréal].
- Labbé, A. (2017). Amélioration de la gestion des vaccins du programme d'immunisation québécois par la simulation à base d'agents [Master's thesis, École Polytechnique de Montréal].
- Farmer, J.-G. (2015). Évaluation de la performance de stratégies logistiques inverses dans le secteur de la vente au détail par la simulation à base d'agents [Master's thesis, École Polytechnique de Montréal].
- Caron, C. (2014). Étude exploratoire de l'optimisation combinée des routes et du chargement des camions chez Le Groupe Distribution Toiture Mauricienne [Master's thesis, École Polytechnique de Montréal].
- Gil, A. (2014). Log Classification in the Hardwood Timber Industry: Method and Value Analysis [Master's thesis, École Polytechnique de Montréal].
- Gilli, Q. (2014). Un modèle de patient pour la simulation des parcours de soin [Master's thesis, École Polytechnique de Montréal].
- Maillé, M. (2013). Outil d'optimisation des décisions de sélection et de configuration des opportunités de synergie industrielle [Master's thesis, École Polytechnique de Montréal].
- Sauvageau, G. (2013). Optimisation de l'approvisionnement en vieux papiers par la simulation à base d'agents [Master's thesis, École Polytechnique de Montréal].
- Mustapha, N. (2012). Gestion des vols en retard [Master's thesis, École Polytechnique de Montréal].
- Megret, S. (2009). Balancement de ligne et assignation de tâches aux employés : modèle mathématique et application au domaine aéronautique [Master's thesis, École Polytechnique de Montréal].
- Devaux, V. (2022). Modèles prédictifs de l'état final des devis de vente dans une grande entreprise de télécommunications [Master's thesis, Polytechnique Montréal].
