Mustapha Nour El Fath, ing., Professeur titulaire
Pavillon Adrien-Pouliot, local 3344
T. 418 656-2131 poste 12355
F. 418 656-5343
mustapha.nourelfath@gmc.ulaval.ca
Champs d'intérêts
  • Génie industriel et recherche opérationnelle
  • Conception et planification des chaînes logistiques
  • Fiabilité et maintenance
  • Qualité   
  • Prise de décision
  • Modélisation et simulation
  • Optimisation stochastique
  • Théorie des jeux

Formation

  • Ph. D., génie industriel, INSA de Lyon, France, 1997
  • Diplôme d'études approfondies (DEA), génie industriel, INSA de Lyon, France, 1994
  • Diplôme de deuxième cycle, électronique, ENSET Mohammedia, Maroc, 1990

Publications

Articles de revues scientifiques    

  • Aldowaisan T., Nourelfath M., Hassan J., 2015. Six Sigma Performance for Non-Normal Processes. European Journal of Operational Research. Accepted on June 11.
  • Machani M., Nourelfath M., D'Amours S., 2015. A scenario-based modelling approach to identify robust transformation strategies for pulp and paper companies. International Journal of Production Economics. Accepted on June 4.   
  • Bricha N., Nourelfath M., 2015. Protection of warehouses and plants under capacity constraint. Reliability Engineering and System Safety. 138, 93–104.
  • Rafiei R., Nourelfath M., Gaudreault J., Santa-Eulalia L.A., Bouchard M., 2015. Dynamic safety stock in co-production demand-driven wood remanufacturing mills: A case study. International Journal of Production Economics. 165, 90-99.   
  • Kazemi Zanjani M., Nourelfath M., 2014. Integrated spare parts logistics and operations planning for maintenance service providers. International Journal of Production Economics. 158, 44-53.
  • Bricha N., Nourelfath M., 2014. Extra-capacity versus protection for supply networks under attack. Reliability Engineering and System Safety. 131, 185–196.
  • Nahas N., Nourelfath M., 2014. Non-linear threshold accepting meta-heuristic for combinatorial optimization problems. International Journal of Metaheuristics. 3(4), 265-290.
  • Nahas N., Nourelfath M., Gendreau M., 2014. Selecting Machines and buffers in unreliable assembly/ disassembly manufacturing networks. International Journal of Production Economics. 154, 113-126.
  • Rafiei R., Nourelfath M., Gaudreault J., Santa-Eulalia L.A., Bouchard M., 2014. A periodic re-planning approach for demand driven wood remanufacturing industry: A real-scale application. International Journal of Production Research. 52(14), 4198-4215.
  • Machani M, Nourelfath M, D'Amours S. (2014). A mathematically-based framework for evaluating the technical and economic potential of integrating bioenergy production within pulp and paper mills. Biomass and Bioenergy. 63, 126-139.
  • Fitouhi M.-C., Nourelfath M., 2014. Integrating noncyclical preventive maintenance scheduling and production planning for multi-state systems. Reliability Engineering & System Safety, 121(1), 175-186.
  • Boughzala D., Nourelfath M., Frayret J.M., Léger F., 2014. Agility design and deployment framework: Case of forest products industry. International Journal of Agile Systems and Management. 7(1), 61-100.
  • Bricha N., Nourelfath M., 2013. Critical supply network protection against intentional attacks: A game-theoretical model, Reliability Engineering and System Safety, 119, 1-10. 
  • Ibri S., Nourelfath M., Drias H., 2013. On the integration of dispatching and covering for emergency vehicles management system, International Journal of Advanced Operations Management, 5(2), 121-136.
  • Kazemi Zanjani M., Aït-Kadi D., Nourelfath M., 2013. An accelerated scenario updating heuristic for stochastic production planning with set-up constraints in sawmills, Int. Journal of Production Research, 51(4), 993-1005.
  • Kazemi Zanjani M., Aït-Kadi D., Nourelfath M., 2013. A stochastic programming approach for sawmill production planning, International Journal of Mathematics in Operational Research, 5(1), 1-18.
  • Kazemi Zanjani M., Nourelfath M., Aït-Kadi D., 2013. A scenario decomposition approach for stochastic production planning in sawmills, Journal of the Operational Research Society, 64, 48-59.
  • Belmansour A-T., Nourelfath M., 2012. Performance evaluation of series production lines with multistate machines, International Journal of Performability Engineering, 8(4), 427 - 435.
  • Fitouhi M.-C., Nourelfath M., 2012. Integrating noncyclical preventive maintenance scheduling and production planning for a single machine, International Journal of Production Economics, 136(2), 344-351.
  • Ibri S., Nourelfath M., Drias H., 2012. A multi-agent approach for integrated emergency vehicle dispatching and covering problem, Engineering Applications of Artificial Intelligence, 25(3), 554-565.
  • Machani M., Nourelfath M., 2012. A variable neighbourhood search for integrated production and preventive maintenance planning in multi-state systems, International Journal of Production Research, 50(13), 554- 565.
  • Nourelfath M., Châtelet E., Nahas N., 2012. Joint redundancy and imperfect preventive maintenance optimization for series-parallel multi-state degraded systems, Reliability Engineering and System Safety, 103, 51-60.
  • Nourelfath M., Châtelet E., 2012. Integrating production, inventory and maintenance planning for a parallel system with dependent components, Reliability Engineering and System Safety, 101, 59-66.
  • Nourelfath M., Yalaoui F., 2012. Integrated load distribution and production planning in series-parallel multi-state systems with failure rate depending on load, Reliability Engineering and System Safety, 106, 138-145.
  • Soro W.-I., Aït-Kadi D., Nourelfath M., 2012. Production rate maximization of a multi-state system under an inspection and repair policy, International Journal of Performability Engineering, 8(4), 409-416. 
  • Erchiqui F., Nahas N., Nourelfath M., Souli M., 2011. Metaheuristic algorithms for optimisation of infrared heating in thermoforming process, International Journal of Metaheuristics, 1, 199-221.
  • Kazemi Zanjani M., Nourelfath M., Aït-Kadi D., 2011. Production planning with uncertainty in the quality of raw materials: A case in sawmills, Journal of Operational Research Society, 62(7), 1334-1343.
  • Nourelfath M., 2011. Service level robustness in stochastic production planning under random machine breakdowns, European Journal of Operational Research, 212(1), 81-88. 
  • Ouzineb M., Nourelfath M., Gendreau M., 2011. A heuristic method for non-homogeneous redundancy optimization of series-parallel multi-state systems, Journal of Heuristics, 17(1), 1-22.
  • Belmansour A-T., Nourelfath M., 2010. An aggregation method for performance evaluation of a tandem homogenous production line with machines having multiple failure modes, Reliability Engineering and System Safety, 95 (11), 1193-1201.
  • Ibri S., Drias H., Nourelfath M., 2010. A hybrid parallel Ant-tabu algorithm for integrated emergency vehicle dispatching and covering problem, Int. Journal of Innovative Computing and Applications, 2(4), 226-236.
  • Kazemi Zanjani M., Aït-Kadi D., Nourelfath M., 2010. Robust production planning in a manufacturing environment with random yield: A case in sawmill production planning, European Journal of Operational Research, 201(3), 882-891. 
  • Kazemi Zanjani M., Nourelfath M., Aït-Kadi D., 2010. A multi-stage stochastic programming approach for production planning with uncertainty in the quality of raw materials and demand, International Journal of Production Research, 48(16), 4701-4723.
  • Nourelfath M., Fitouhi M.-C., Machani M., 2010. An Integrated Model for Production and Preventive Maintenance Planning in Multi-State Systems, IEEE Transactions on Reliability, 59(3), 496-506.
  • Ouedraogo L., Khoumsi A., Nourelfath M., 2010. A new method for centralised and modular supervisory control of real-time discrete event systems, International Journal of Control, 83(1), 1-39. 
  • Ouedraogo L., Khoumsi A., Nourelfath M., 2010. SetExp: a method of transformation of timed automata into finite state automata, Real-Time Systems, 46(2), 189-250. 
  • Ouzineb M., Nourelfath M., Gendreau M., 2010. An efficient heuristic for reliability design optimization problems, Computers & Operations Research, 37(2), 223-235. 
  • Soro W.-I., Nourelfath M., Aït-Kadi D., 2010. Performance evaluation of multi-stage degraded systems with minimal reparis and imperfect preventive maintenance, Reliability Engineering and System Safety, 95(2), 65-69.
  • Soro W.-I., Nourelfath M., Aït-Kadi D., 2010. Performance evaluation of multi-state degraded systems with minimal repairs and imperfect preventive maintenance, Reliability Engineering and System Safety, 95(2), 65-69.
  • Nahas N., Nourelfath M., Aït-Kadi D., 2009. Selecting machines and buffers in unreliable series-parallel production lines. International Journal of Production Research 47, 3741-3774. 
  • Khatab A., Nahas N., Nourelfath M., 2009. Availability of K-out-of-N:G systems with non-identical components subject to repair priorities. Reliability Engineering and System Safety 94, 142-151.
  • Ouzineb M., Nourelfath M., Gendreau M., 2008. Tabu search for the redundancy allocation problem of homogenous series–parallel multi-state systems. Reliability Engineering and System Safety 93, 1257-1272.          
  • Nahas N., Khatab A., Ait-Kadi D., Nourelfath M., 2008. The extended great deluge algorithm for the imperfect maintenance optimization problem of multi-state systems. Reliability Eng. and System Safety 93, 1658-1672.
  • Nahas N., Nourelfath M., Ait-Kadi D., 2008. Ant colonies for structure optimization in a failure prone series-parallel production system, Journal of Quality in Maintenance Engineering 14, 7-33.
  • M. Nourelfath, N. Nahas et B. Montreuil (2007). Coupling ant colony optimization and the extended great deluge algorithm for the discrete facility layout problem. Engineering Optimization 39, 953-968.      
  • A. Khatab et M. Nourelfath (2007). Evaluation of language measure parameters for discrete event manufacturing systems with multiproduct machines. International Journal of Control 80, 1562-1575.
  • M. Nourelfath et Ait-Kadi (2007). Optimization of series-parallel multi-state systems under maintenance policies. Reliability Engineering and System Safety 92, 1620-1626.
  • N. Nahas, D., M. Nourelfath et Ait-Kadi (2007). Coupling ant colony and the degraded ceiling algorithm for the redundancy allocation problem of series-parallel systems. Reliability Engineering and System Safety 92, 211-222.
  • N. Nahas, D. Ait-Kadi et M. Nourelfath (2006). A new approach for buffer allocation problem in unreliable production lines. International Journal of Production Economics103, 873-881.  
  • A. Khatab et M. Nourelfath (2006). Analytical approach to evaluate language measure parameters for discrete-event supervisory control. International Journal of Control 79, 688-706.
  • M. Nourelfath et A. Khoumsi (2006). Grid automata and supervisory control of dense real-time discrete event systems. Mathematics and Computers in Simulation 70, 408-418.
  • M. Nourelfath, N. Nahas et D. Ait-Kadi (2005). Optimal design of unreliable series production lines with unreliable machines and finite buffers. Jo. of Quality in Maintenance Engineering 11, 121-138.
  • M. Nourelfath et N. Nahas (2005). Artificial neural networks for reliability maximization under budget and weight constraints. Journal of Quality in Maintenance Engineering 11, 139-151.
  • N. Nahas et M. Nourelfath (2005). Ant system for reliability of a series system with multiple-choice and budget constraints. Reliability Engineering and System Safety 87, 1-12.
  • M. Nourelfath et Y. Dutuit (2004). A combined approach to solve the redundancy optimization problem for multi-state systems under repair policies. Reliability Engineering and System Safety 86, 205-213.
  • M. Nourelfath et E. Niel (2004). Modular supervisory control of an experimental automated manufacturing system. Control Engineering Practice 12, 205-216.
  • M. Nourelfath et N. Nahas (2003). Quantized Hopfield networks for reliability optimization. Reliability Engineering and System Safety 81, 191-196.
  • M. Nourelfath, D. Ait-Kadi et I. W. Soro (2003). Availability modeling and optimization of reconfigurable manufacturing systems. Journal of Quality in Maintenance Engineering 9, 284-302.
  • D. Ait-Kadi et M. Nourelfath (2003). Availability optimization of fault-tolerant production systems. Journal of Decision Systems 12, 79-92.
  • M. Nourelfath et E. Niel (2002). Extension de la théorie du contrôle à la commande des systèmes de production. Journal Européen des Systèmes Automatisés, Volume 36, numéro 8, pages 1079 à 1100.


Chapitres de livres

  • Nahas N., Nourelfath M. Iterated great deluge for the dynamic facility layout problem. Editors: L. Amodeo, E-G. Talbi, F. Yalaoui. Metaheuristics for Production Systems. Accepted (27 pages), Springer, 2015.
  • Kazemi Zanjani M., Nourelfath M., Aït-Kadi D., Sawmill production planning under uncertainty: modelling and solution approaches, Stochastic Programming: Applications in Finance, Energy, Planning and Logistics, World Scientific Series in Finance, H.I. Gassmann, W.T. Ziemba (eds.) vol. 4, 347-396, 2013.
  • Feng Y., D'Amours S., LeBel L., Nourelfath M., Integrated bio-refinery and forest products supply chain network design using mathematical programming approach, El-Halwagi, M, Stuart, P., Integrated Bio-refineries: Design, Analysis, and Optimization, CRC Press/Taylor & Francis, chap. 8- 252-280, 2012.
  • N. Nahas, D., M. Nourelfath et Ait-Kadi (2007). Ant colonies for performance optimization of multi-components systems subject to random failures. In Swarm Intelligence: Focus on Ant and Particle Swarm Optimiz. Felix T.S. Chan and Manoj Kumar Tiwari, eds., 475-504.
  • B. Montreuil, N. Ouazzani, E. Brotherton et M. Nourelfath (2004). AntZone Layout Metaheuristic: Coupling Zone-based Layout Optimization, Ant Colony system and Domain Knowledge. Material Handling Industry of America, North Carolina, USA, 301-331.


Articles de conférences 

  • Fakher HB, Nourelfath M, Gendreau M. (2015). Hybrid Genetic Algorithm to Solve a Joint Production Maintenance Model. 15th IFAC Symposium on Information Control Problems in Manufacturing (INCOM) May 11-13, 2015, Ottawa Convention Centre, Ottawa, Canada.  
  • Mastouri T., Rekik M., Nourelfath M. (2015). Column generation approach for vehicle routing in disaster area. CORS/INFORMS Conference, 14-17 Juin, Montréal.
  • Bajgiran SO, Zanjani MK, Nourelfath M., (2015). Stochastic Models for Tactical Planning in the Lumber Supply Chains. CORS/INFORMS Conference, 14-17 Juin, Montréal.
  • Bajgiran SO, Zanjani MK, Nourelfath M., (2015). Multi-stage stochastic programming models for lumber supply chain planning3rd Annual FIBRE conference and 5th VCO summer school in Montreal, May 10-14, 2015.
  • Morneau-Pereira M, Arabi M, Gaudreault J, Nourelfath M, Ouhimmou M. (2014). An Optimization and Simulation Framework for Integrated Tactical Planning of Wood Harvesting Operations, Wood Allocation and Lumber Production. 10ème Conférence Internationale de Modélisation et Simulation (MOSIM 2014), Nancy, France, 2014-11-05.
  • Bricha N, Nourelfath M. (2014). A game-theoretical model for warehouse protection. ILS 2014 - 5th International Conference on Information Systems, Logistics and Supply Chain, Breda, Netherlands, 2014-08-24.
  • Dammak H, Hajji A, Nourelfath M. (2014). Dynamic Production Planning in Unreliable Reconfigurable Manufacturing Systems. GOL 2014 - IEEE International Conference on Logistics Operations Management, Rabat, Morocco, 2014-06-05.
  • Bajgiran SO, Nourelfath M, Zanjani MK. (2014). Accelerated Lagrangean relaxation and time decomposition algorithms for lumber supply chain. The 56th CORS Annual Conference, Ottawa, Canada, 2014-05-26.
  • Bajgiran SO, Nourelfath M, Zanjani MK. (2014). Integrated Tactical Planning in the Lumber Supply Chains. Industrial and Systems Engineering Research Conference, Montreal, Canada, 2014-05-31.
  • Gajpal Y, Nourelfath M. (2014). A heuristic approach to solve production planning problem with machine failure in a series parallel multi-state system. 4th International Conference on Industrial Engineering and Operations Management (IEOM), Bali, Indonesia, 2014-01-07. 
  • Fakher HB, Nourelfath M, Gendreau M. (2014). Profit maximization by integrating production planning, maintenance scheduling, quality aspects and sales decisions. 4th International Conference on Industrial Engineering and Operations Management (IEOM), Bali, Indonesia, 2014-01-07.
  • Rafiei R., Nourelfath M., Gaudreault J., Santa-Eulalia L-A., Bouchard, M. (2013). Reactive planning in co-production demand-driven wood remanufacturing mills. The 55th CORS Annual Conference, May 27-29, 2013, Hyatt Regency, Vancouver, Canada.
  • Boughzala D, Nourelfath M, Frayret JM, Leger F. (2013). Enterprise architecture for the implementation of an agility framework: An exploratory analysis. The 55th CORS Annual Conference, May 27-29, 2013, Hyatt Regency, Vancouver, Canada.
  • Rafiei R., Nourelfath M., Gaudreault J., Santa-Eulalia L-A., Bouchard, M. (2013) Safety Stock Level in a co-production demand-driven wood remanufacturing mill. 15th Symposium for Systems Analysis in Forest Resources (SSAFR), 19-21 août 2013, Québec, Canada.
  • Machani M., Nourelfath M., D’Amours S., A scenario-based modeling approach to identify robust transformation strategies for pulp and paper companies, Workshop sur l'Optimisation et l'amélioration des SYstèmes (W-OSY), Marrakech, Maroc, 18-20 Novembre 2013.
  • Rafiei R., Nourelfath Mustapha, Gaudreault Jonathan, Santa-Eulalia L.A., Bouchard M., Planning/re-planning strategies for a demand-driven wood remanufacturing company, ROADEF - Société Française de Recherche Opérationnelle et d'Aide à la Décision, Troyes, France, 13-15 février, 4 p., 2013.
  • Boughzala D.E., Nourelfath Mustapha, Léger François, Frayret Jean-Marc, Agility approach design and foundation: case of lumber industry, ROADEF 2013 - 14ième conférence Roadef de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Troyes, France, 13-15 février, 2013.
  • Nahas N, Nourelfath M. (2013). An integrated model for production, maintenance and quality. ROADEF 2013 - 14ième conférence Roadef de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Troyes, 2013-02-13.
  • Bricha N, Nourelfath M. (2013). Supply network protection under capacity constraint. IESM 2013 - International Conference on Industrial Engineering and Systems Management, Rabat, Morocco, 2013-10-28.
  • Rafiei R, Nourelfath M, Gaudreault J, De Santa Eulalia LA, Bouchard M. (2013). Safety Stock Level in a Co-Production Demand-Driven Wood Remanufacturing Mill. VCO Workshop on Optimizing the Forest Value Chain: sustainability and Integration Challenges, during 15th Symposium for Systems Analysis in Forest Resources, Quebec, Canada, 2013-08-19.
  • Bajgiran SO, Nourelfath M, Zanjani MK. (2013). Integrated Tactical Planning in the Lumber Supply Chains. Optimization Days, Montreal, Canada, 2013-05-06.
  • Rafiei R, Nourelfath M, Gaudreault J, De Santa Eulalia LA, Bouchard M. (2013). Safety stock level for a demand-driven wood remanufacturing mill. 1st FIBRE Conference, Cornwall, Canada, 2013-05-13.
  • Bricha N, Nourelfath M. (2013). Une approche basée sur la théorie des jeux pour la protection optimale d’installations critiques contre des attaques intentionnelles. ROADEF 2013 - 14ième conférence Roadef de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Troyes, France, 2013-02-13.
  • Rafiei R, Nourelfath M, Gaudreault J, De Santa Eulalia LA, Bouchard M. (2012). Reactive planning strategy for a demand-driven wood remanufacturing mill. The Canadian Mathematical Society Winter Meeting, Montreal, Canada, 2012-01-07.
  • Jerbi W, Gaudreault J, D'Amours S, Nourelfath M, Lemieux S, Marier P, Bouchard M. (2012). Optimization/simulation-based framework for the evaluation of supply chain management policies in the forest product industry. 2012 IEEE International Conference on Systems, Man, and Cybernetics, Séoul, Korea, Democratic People's Republic of, 2012-10-14.
  • Nourelfath M, Yalaoui F. (2012). Joint Production Planning and Load Distribution in Multi-State Systems. IFAC Symposium on Information control Problems in Manufacturing (INCOM), Bucharest, Romania, 2012-05-23.
  • Nahas N, Nourelfath M. (2012). A non-linear threshold accepting algorithm for the facility layout problem. International Conference on Information Systems, Logistics and Supply Chain (ILS), Quebec, Canada, 2012-08-26.
  • Nahas N, Nourelfath M, Gendreau M. (2012). Tabu search for assembly/disassembly network design. International Conference on Information Systems, Logistics and Supply Chain (ILS), Quebec, Canada, 2012-08-26.
  • Machani M, Nourelfath M, D’Amours S. (2012). A Decision-Support Tool for Evaluating the Technical and Economic Potential of Integrating Bioenergy Production within Pulp and Paper Mills. International Conference on Information Systems, Logistics and Supply Chain (ILS), Quebec, 2012-08-26.
  • Nahas N, Nourelfath M. (2012). Joint redundancy and imperfect preventive maintenance optimization. International Conference on Information Systems, Logistics and Supply Chain (ILS), Quebec, Canada, 2012-08-26.
  • Nourelfath M, Ben-Daya M. (2012). An integrated model for production, maintenance and quality. International Conference on Information Systems, Logistics and Supply Chain (ILS), Quebec, Canada, 2012-08-26.
  • Arabi M, Gaudreault J, Nourelfath M, Favreau J, Lacroix S, Morneau-Peirera M. (2012). Integrating Optimization and Simulation for Supply Chain Tactical Planning in the Forest Products Industry. ILS 2012 - 4th International Conference on Information Systems, Logistics and Supply Chain, Quebec, Canada, 2012-08-26.
  • Rafiei R, Nourelfath M, Gaudreault J, Santa-Eulalia LA, Bouchard M. (2012). Demand-driven wood remanufacturing industry: proposing a planning model and evaluating re-planning policies in a real-scale application. ILS 2012 - 4th International Conference on Information Systems, Logistics and Supply Chain, Québec, Canada, 2012-08-26.
  • Boughzala D, Nourelfath M, Frayret JM, Leger F. (2012). Agility approach design and foundation: case of lumber industry. International Conference on Information Systems, Logistics and Supply Chain (ILS), Quebec, Canada, 2012-08-26.
  • Bricha N, Nourelfath M. (2012). A game-theoretical model for facility location and protection against intentional attacks. International Conference on Information Systems, Logistics and Supply Chain (ILS), Quebec, Canada, 2012-08-26.
  • Driouich A, Nourelfath M, Beaudoin D. (2012). Resources deployment in the context of major forest fires. CORS/MOPG 2012, Niagara Falls, Canada, 2012-06-11.
  • N. Bricha, M. Nourelfath (2011). Protection optimale des installations contre des attaques intentionnelles : une approche basée sur la théorie des jeux. 9e Congrès International de Génie Industriel (CIGI 2011), Quebec, Canada, 2011-10-12.
  • Nahas N, Nourelfath M, Gendreau M. (2011). Heuristiques efficaces pour la conception de réseaux d’assemblage/désassemblage. 9e Congrès International de Génie Industriel (CIGI 2011), Montreal, Canada, 2011-10-12.
  • Mohsen A, Gaudreault J, Nourelfath M, et al.. (2011). Intégration de la simulation et de l’optimisation pour la planification tactique forêt-usines. 9e Congrès International de Génie Industriel (CIGI 2011), Quebec, Canada, 2011-10-12.
  • Boughzala D, Nourelfath M, Léger F, Frayret JM. (2011). Approche de pilotage pour un complexe de sciage agile. 9e Congrès International de Génie Industriel (CIGI 2011), Montreal, Canada, 2011-10-12.
  • Machani M, Nourelfath M, D'Amours S. (2011). Design d’un réseau de création de valeur intégrant la production de bioénergie et des biocarburants. 9e Congrès International de Génie Industriel (CIGI 2011), Montreal, Canada, 2011-10-12.
  • Nourelfath M, Châtelet E. (2011). Optimization of redundancy and imperfect preventive maintenance for series-parallel multi-state systems. European Safety and Reliability Conference (ESREL), Troyes, France, 2011-09-18.
  • Nourelfath M, Châtelet E. (2011). Integrating production and maintenance planning for a parallel system with dependent components. European Safety and Reliability Conference (ESREL), Troyes, France, 2011-09-18.
  • Belmansour AT, Nourelfath M. (2011). ProdLineSim: a simulation engine for multistate production lines. International Conference on Industrial Engineering and Systems Management IESM’ 2011, Metz, France, 2011-05-25.
  • Naji B, Nourelfath M. (2011). Facility protection strategies against intentional attacks. International Conference on Industrial Engineering and Systems Management (IESM’2011), Metz, France, 2011-05-25.
  • M. Kazemi Zanjani, M. Nourelfath, D. Ait-Kadi (2010). A scenario updating heuristic for a mixed?integer production planning model with random yield and demand. Third International Conference on Information Systems, Logistics and Supply Chain (ILS 2010), April 13-16, 2010 - Casablanca, Maroc.
  • M. Bouchard, M. Ouhimmou, M. Nourelfath, D. Ait-Kadi (2010). Robust network design under demand uncertainty. Third International Conference on Information Systems, Logistics and Supply Chain (ILS 2010), April 13-16, 2010 - Casablanca, Maroc.
  • M. Machani, M. Nourelfath (2010). A genetic algorithm for integrated production and preventive maintenance planning in multi-state systems. 8ème Conférence Internationale de Modélisation et Simulation (MOSIM 2010), du 10 au 12 mai, Hammamet, Tunisie.   
  • S. Ibri, H. Drias, M. Nourelfath (2010). Integrated emergency vehicle dispatching and covering: A parallel ant-tabu approach. 8ème Conférence Internationale de Modélisation et Simulation (MOSIM 2010), du 10 au 12 mai, Hammamet, Tunisie.
  • S. Ibri, H. Drias, M. Nourelfath. Ant-Tabu Heuristic for Real-Time Emergency Vehicle Dispatching. International Conference on Industrial Engineering and Systems Management (IESM’ 2009), May 13 - 15, 2009. MONTREAL – CANADA.
  • A.-T. Belmansour, M. Nourelfath. Performance evaluation of series production lines with multiple failure modes. International Conference on Industrial Engineering and Systems Management (IESM’ 2009), May 13 - 15, 2009. MONTREAL – CANADA.
  • M. Ouzineb, M. Nourelfath, M. Gendreau. Reliability Optimization of Series-Parallel Multi-State Systems Using Heuristic Search. International Conference on Industrial Engineering and Systems Management (IESM’ 2009), May 13 - 15, 2009. MONTREAL – CANADA.
  • M. Nourelfath, M.-C Fitouhi, M. Mechani. Preventive Maintenance and Tactical Production Planning in Multi-State Systems. International Conference on Industrial Engineering and Systems Management (IESM’ 2009), May 13 - 15, 2009. MONTREAL – CANADA.
  • W.-I. Soro, D. Ait-Kadi, M. Nourelfath. Optimal inspection and maintenance of reconfigurable multi-state systems. International Conference on Industrial Engineering and Systems Management (IESM’ 2009), May 13 - 15, 2009. MONTREAL – CANADA.
  • M. Kazemi Zanjani, D. Aït-Kadi Daoud, M. Nourelfath. A multi-stage stochastic programming approach for sawmill production planning with uncertain yield and demand. International Conference on Industrial Engineering and Systems Management (IESM’ 2009), May 13 - 15, 2009. MONTREAL – CANADA.
  • M. Kazemi Zanjani, M. Nourelfath, D. Aït-Kadi Daoud. Robust sawmill production planning. International Conference on Industrial Engineering and Systems Management (IESM’ 2009), May 13 - 15, 2009. MONTREAL – CANADA.
  • M. Kazemi Zanjani, D. Ait-Kadi et M. Nourelfath (2008). A stochastic programming approach for sawmill production planning.  7ème Conférence de Modélisation et de SIMulation (MOSIM’08). Paris, du 31 mars au 2 avril.       
  • A-T. Belmansour et M. Nourelfath. (2008). Taux de production d’une ligne avec stocks tampons et machines à deux modes de défaillances.  7ème Conférence de Modélisation et de SIMulation (MOSIM’08). Paris, du 31 mars au 2 avril.
  • L. Ouedraogo, A. Khoumsi et M. Nourelfath (2008). Supervisory control of real-time discrete-event systems under partial observation. The 10th IASTED International Conference on Control and Applications (CA 2008), Québec (Qc.), du 26 au 28 mai.
  • M. Moussiliou Coles, M. Nourelfath et Sophie D’Amours (2008). Collaboration et partage de coûts communs dans un réseau d'entreprises. Journées de l’optimisation 2007, Québec, du 12 au 14 mai.    
  • M. Kazemi Zanjani, M. Nourelfath et D. Ait-Kadi (2008). A Stochastic Programming Approach for Production Planning in a Manufacturing Environment with Random Yield. Journées de l’optimisation 2007, Québec, du 12 au 14 mai.   
  • M. Kazemi Zanjani, D. Ait-Kadi et M. Nourelfath (2008). Robust Production Planning in a Manufacturing Environment with Random Yield. Journées de l’optimisation 2008, Québec, du 12 au 14 mai.
  • A-T. Belmansour et M.Nourelfath. (2008). Estimation du taux de production d’une ligne de production avec machines à plusieurs modes de défaillances. Journées de l’optimisation 2008, Québec, du 12 au 14 mai.
  • M. Ouzineb, M. Nourelfath et M. Gendreau (2008). Tabu-Genetic Algorithm for the Redundancy Allocation Problem of Non-Homogenous Multi-State Systems. Journées de l’optimisation 2008, Québec, du 12 au 14 mai.
  • M. Ouzineb, M. Nourelfath et M. Gendreau (2007). Tabu search for solving three problems of system reliability. Seventh Metaheuristics International Conference (MIC) 2007, Montréal, du 25 au 29 juin.   
  • M. Ouzineb, M. Nourelfath et M. Gendreau (2007). A Hybrid Optimization for the Expansion Planning Problem of Multi-state Systems. Journées de l’optimisation 2007, Montréal, du 7 au 9 mai.   
  • A-T. Belmansour et M.Nourelfath. Évaluation du taux de production d’une ligne avec stocks intermédiaires et machines à deux modes de défaillances par la technique d’agrégation. Journées de l’optimisation 2007, Montréal, du 7 au 9 mai.  
  • M. Kazemi Zanjani, M. Nourelfath et D. Ait-Kadi (2007). Production planning for simultaneous production of multiple products by alternative processes with random yield. 7e Congrès international de génie industriel, Trois-Rivières, Québec (CANADA). 5-8 juin.
  • M. Ouzineb, M. Nourelfath et M. Gendreau (2007). Planification optimale d'extensions multi-périodes pour les systèmes multi-états. 7e Congrès international de génie industriel, Trois-Rivières, Québec (CANADA). 5-8 juin.
  • A-T. Belmansour, M.Nourelfath. Évaluation du taux de production d’une ligne avec stocks intermédiaires et machines à deux modes de défaillances par la technique d’agrégation. 7e Congrès international de génie industriel, Trois-Rivières, Québec (CANADA). 5-8 juin.
  • R. S. Alhosseini, M. Nourelfath. Ant colony for imperfect preventive maintenance optimization in multi-state systems. 7e Congrès international de génie industriel, Trois-Rivières, Québec (CANADA). 5-8 juin.
  • A. Khatab, M. Nourelfath et D. Ait-Kadi (2007). Application du recuit simulé à la maintenance sélective des systèmes parallèle-série. 7e Congrès international de génie industriel, Trois-Rivières, Québec (CANADA). 5-8 juin. 
  • M. Nourelfath, N. Nahas et B. Montreuil (2007). Ant colony optimization and the degraded ceiling algorithm for the discrete facility layout problem. International Conference on Industrial Engineering and Systems Management (IESM 2007), BEIJING – CHINA. 30 Mai – 2 Juin.
  • N. Nahas, M. Nourelfath et D. Ait-Kadi (2007). A two-phase extended great deluge algorithm for the dynamic layout problem. International Conference on Industrial Engineering and Systems Management (IESM 2007), BEIJING – CHINA. 30 Mai – 2 Juin.  
  • M. Ouzineb, M. Nourelfath et M. Gendreau (2007). A New Tabu Search Approach for Optimizing Series-Parallel Multi-State System Performance. International Conference on Industrial Engineering and Systems Management (IESM 2007), BEIJING – CHINA. 30 Mai – 2 Juin.
  • A. Khatab, D. Ait-Kadi et M. Nourelfath (2007). Heuristic-based methods for solving the selective maintenance problem in series-parallel systems. International Conference on Industrial Engineering and Systems Management (IESM 2007), BEIJING – CHINA. 30 Mai – 2 Juin. 
  • A. Khatab et M. Nourelfath (2007). Discrete event multiproduct manufacturing systems : language measure parameters evaluation. International Conference on Industrial Engineering and Systems Management (IESM 2007), BEIJING – CHINA. 30 Mai – 2 Juin.
  • A. Khatab et M. Nourelfath (2006). Availability evaluation of multi-component systems under repair policies: a generalized Kronecker algebra-based approach. IEEE International Conference on Service Systems and Service Management (ICSSSM06). Troyes, France. 25 – 27 Octobre.  
  • N. Nahas, M. Nourelfath et D. Ait-Kadi (2006). Selecting machines and buffers in unreliable series-parallel production lines. IEEE International Conference on Service Systems and Service Management (ICSSSM06). Troyes, France. 25 – 27 Octobre.
  • M. Ouzineb, M. Nourelfath et M. Gendreau (2006). Tabu search for optimizing the redundancy allocation problem in series-parallel multi-state systems. IEEE International Conference on Service Systems and Service Management (ICSSSM06). Troyes, France. 25 – 27 Octobre.
  • L. Ouedraogo, M. Nourelfath et A. Khoumsi (2006). A New Method for Centralized and Modular Supervisory Control of Real-Time Discrete Event Systems. 8th International Workshop on Discrete Event Systems (WODES’06). University of Michigan, Ann Arbor, Michigan, USA. 10 – 12 Juillet.   
  • M. Nourelfath (2006). Analytical results on the evaluation of the lead time and the fill rate of unreliable production systems. International Conference on Probabilistic Safety Assessment and Management (PSAM). New Orleans, Louisiana USA. 14 – 19 Mai. 
  • N. Nahas, M. Nourelfath et D. Ait-Kadi (2006). Efficiently solving the redundancy allocation problem by using ant colony optimization and the extended great deluge algorithm. International Conference on Probabilistic Safety Assessment and Management (PSAM). New Orleans, Louisiana USA. 14 – 19 Mai.      
  • A. Khatab et M. Nourelfath (2006). Using functional transitions and Kronecker algebra for availability evaluation of parallel systems under repair policies. International Conference on Probabilistic Safety Assessment and Management (PSAM). New Orleans, Louisiana USA. 14 – 19 Mai.
  • M. Nourelfath (2006). Minimization of structure and repair costs for multi-state series-parallel systems subjected to availability constraints. Congrès conjoint SCRO / Journées de l’optimisation 2006, Montréal, du 8 au 10 mai.
  • M. Nourelfath, N. Nahas et B. Montreuil (2006). Ant colony optimization and the extended great deluge algorithm for the discrete facility layout problem. Congrès conjoint SCRO / Journées de l’optimisation 2006, Montréal, du 8 au 10 mai.
  • M. Ouzineb, M. Nourelfath et M. Gendreau (2006). Tabu search for optimizing the redundancy allocation in series-parallel multi-state systems. Congrès conjoint SCRO / Journées de l’optimisation 2006, Montréal, du 8 au 10 mai.
  • A. Khatab et M. Nourelfath. Stochastic automata networks for availability evaluation in reparable multi-component systems. Congrès conjoint SCRO / Journées de l’optimisation 2006, Montréal, du 8 au 10 mai.
  • L. Ouedraogo, A. Khoumsi et M. Nourelfath (2006). Méthode de transformation d’automates temporisés avec invariants de localités. 6ème Conférence de Modélisation et de SIMulation (MOSIM’06). Rabat 3 – 5 avril.
  • I. W. Soro, M. Nourelfath et D. Ait-Kadi (2006). Évaluation des indices de performance d’un système multi-états dégradable. 6ème Conférence de Modélisation et de SIMulation (MOSIM’06). Rabat 3 – 5 avril.
  • A. Khatab et M. Nourelfath (2005). Computation of language measure parameters for discrete-event supervisory control. IASTED International Conference on Intelligent Systems and Control (ISC 2005), Cambridge, USA, 31 octobre – 02 novembre.
  • A. Khatab et M. Nourelfath (2005). Modular state feedback controller for the supervisory control of timed discrete-event systems. IASTED International Conference on Intelligent Systems and Control (ISC 2005), Cambridge, USA, 31 octobre – 02 novembre.
  • A. Khoumsi, L. Ouedraogo et M. Nourelfath (2005). Supervisory control of real time discrete event systems modeled by timed automata with invariants. IASTED International Conference on Intelligent Systems and Control (ISC 2005), Cambridge, USA, 31 octobre – 02 novembre.
  • N. Nahas, M. Nourelfath et D. Ait-Kadi (2005). Ant colonies for optimal design of series-parallel production lines. Industrial Engineering and System Management (IESM) Conference, Marrakech, 16-19 mai.
  • N. Nahas, D. Ait-Kadi et M. Nourelfath (2005). A degraded ceiling approach for optimal buffer allocation. 6th Int. Ind. Engin. Conf., Besançon, 7-10 juin.
  • M. Nourelfath et D. Ait-Kadi (2005). Redundancy optimization for multi-state systems under repair policies. ESREL’05, Tri City, Pologne, 25-30 juin.
  • B. Montreuil, N. Ouazzani, E. Brotherton et M. Nourelfath (2004). Exploring the potential of an Ant Colony Metaheuristic for Facility Layout Optimization. INFORMS, Denver (USA), 24-27 octobre. 
  • M. Nourelfath et M.-O. Hongler (2004). Analytical results for the performance evaluation of failure-prone production systems. 5ème Conférence Internationale de Modélisation et de SIMulation (MOSIM’04). Nantes 1-3 septembre, pages 529-536.
  • N. Nahas et M. Nourelfath (2004). Ant system for optimal design of series production lines with unreliable machines and finite buffers. 5ème Conférence Internationale de Modélisation et de SIMulation (MOSIM’04). Nantes 1-3 septembre, pages 267-274.
  • M. Nourelfath et A. Khatab (2004). Ant Colony Optimization for Multi-State Series-Parallel System Expansion-Scheduling. 7th International Workshop on Discrete Event Systems (WODES’04). Reims 22-24 septembre, pages 259-264.
  • M. Nourelfath et N. Nahas (2004). Ant Colony Optimization to Redundancy Allocation for Multi-State Systems. 4th International Conference on Mathematical Methods in Reliability (MMR’04), Santa Fe, New Mexico (USA), 21-25 juin.
  • M. Nourelfath et Y. Dutuit (2004). Universal moment generating function and stochastic Petri nets to redundancy optimization for multi-state systems under repair policies. International Conference on Probabilistic Safety Assessment and Management (PSAM) and ESREL, Berlin, 14-18 juin, Springer Verlag, Volume 6, pages 3104-3109.
  • M. Nourelfath et K. El Ghazouani (2004). Diagnostic Tests for Real Time Systems. International PSAM - ESREL, Berlin, 14-18 juin, Springer Verlag, Volume 2, pages 1128-1133.  
  • M. Nourelfath et N. Nahas (2004). Ant colonies in optimization of system reliability. International PSAM - ESREL, Berlin, 14-18 juin, Springer Verlag, Volume 3, pages 1636-1641.
  • M. Nourelfath et A. Zeblah (2003). Ant colony optimization for the expansion planning problem of multi-state systems. 5th International Industrial Engineering Conference, Québec, 26-29 octobre. 
  • N. Nahas, M. Nourelfath et T.M. Dao (2003). Quantized Hopfield Networks for Job-shop Scheduling. 5th International Industrial Engineering Conference, Québec, 26-29 octobre. 
  • M. Nourelfath, K. El Ghazouani, A. En-Nouaary et R. Dssouli (2003). Diagnostic automatique des systèmes temps réel. 5th International Industrial Engineering Conference, Québec, 26-29 octobre. 
  • N. Nahas et M. Nourelfath (2003). Ant system for reliability optimization. 5th International Industrial Engineering Conference, Québec, 26-29 octobre.
  • I. W. Soro, D. Ait-Kadi et M. Nourelfath (2003). Allocation optimale de l'inspection et de la maintenance d’un système reconfigurable. 5th Int. Industrial Engin. Conf., Québec, 26-29 octobre. 
  • M. Nourelfath, A. Zeblah, N. Nahas et D. Ait-Kadi (2003). Optimal design of series-parallel production lines with unreliable machines and finite buffers. International Conference on Industrial Engineering and Production Management (IEPM’2003), Porto, 26-28 Mai 2003.
  • M. Nourelfath, A. Zeblah et N. Nahas (2003). An ant colony approach to redundancy optimization for multi-state systems. Int. Conf. on Indust. Engineer. and Prod. Manag. (IEPM), Porto, 26-28 mai.
  • M. Nourelfath, F. Erchiqui et A. Zeblah (2004). Optimization of Transfer Lines in Plastic Industry. ANTEC’2004, Society of Plastics Engineers, Chicago, 16-20 mai.
  • M. Nourelfath, F. Erchiqui et A. Zeblah (2004). Artificial Neural Networks for Product Design in Plastic Industry. ANTEC’2004, Society of Plastics Engineers, Chicago, 16-20 mai.
  • M. Nourelfath et N. Nahas (2003). Artificial neural networks for reliability optimization under budget constraints. Int. Conf. Indust. Engineer. and Prod. Manag. (IEPM), Porto, 26-28 mai 2003.
  • M. Nourelfath et A. Khoumsi (2003). Grid automata and supervisory control of dense real-time discrete event systems. International Conference IEEE CESA, Lille, 9-11 juillet.
  • M. Nourelfath, D. Ait-Kadi et I. W. Soro (2003). Performance evaluation of reconfigurable manufacturing systems. Congrès internat.  pluridisciplinaire QUALITA, Nancy, France, 18–20 mars.
  • M. Nourelfath et A. Khoumsi (2003). Échantillonnage et automates de grille pour la synthèse de contrôleurs temporisés. MOSIM’03. Toulouse, 23-25 avril.
  • M. Nourelfath et N. Nahas (2002). Artificial neural networks for reliability optimization. 9th International Multi-Conference on Advanced Computer Systems, Conference on Production System Design, Supply Chain Management and Logistics, Pologne, 23-25 octobre.
  • M. Nourelfath, D. Ait-Kadi et I. W. Soro (2002). Optimal design of reconfigurable manufacturing systems. IEEE Intern. Conf. on Syst., Man and Cybernetics (SMC’02), Tunisia, 6-9 octobre.
  • M. Nourelfath, D. Ait-Kadi et I. W. Soro (2002). Optimisation de la fiabilité des systèmes reconfigurables. 3ème Conf. Internat. de Recherche Opérationnelle (CIRO'02), Marrakech, juin 4-6.
  • M. Nourelfath, K. El Ghazouani, A. En-Nouaary et R. Dssouli (2002). Diagnostic de fautes de sortie simples dans les systèmes temps réel modélisés par des automates à entrées sorties temporisées. 3ème Conférence Intern. de Recherche Opérationnelle (CIRO'02), Marrakech, juin 4-6.
  • K. El Ghazouani, M. Nourelfath, A. En-Nouaary et R. Dssouli (2002). Diagnostic de fautes de transfert simples dans les systèmes temps réel modélisés par des AEST. Colloque Francophone sur l’Ingénierie des Protocoles (CFIP’02), Hermes – Lavoisier, pages 195 à 208, Montréal, 28-30 mai.
  • A. Khoumsi et M. Nourelfath (2002). An efficient method for the supervisory control of dense real-time discrete event systems. 8th International Conference on Real Time Computing Systems and Applications (RTCSA’02), Tokyo, Japan, 18-20 mars.
  • M. Nourelfath (2001). Application of supervisory control theory to flexible manufacturing systems. IEEE Inter. Conf. on Industrial Electronics, Techno. and Automation, Cairo, Egypt, 19-21 décembre.
  • M. Nourelfath et D. Ait-Kadi (2001). Une approche intégrée de conception et d’exploitation de systèmes sujets à des dégradations aléatoires. Colloque International MAO, Rabat 7-9 novembre.
  • M. Nourelfath et D. Ait-Kadi (2001). Évaluation et optimisation de la productivité des systèmes tolérants aux fautes. Colloque International  Conception et Production Intégrée, Fez 24-26 octobre.
  • D. Ait-Kadi et M. Nourelfath (2001). Availability optimization of fault-tolerant systems. Intern. Conference on Industrial Engineering and Production Management (IEPM’01), Québec 20-23 août.
  • M. Nourelfath (2001). Un nouvel algorithme pour la synthèse de la commande des systèmes à événements discrets. Design, Analysis and Management of Industrial Systems (3ème Conférence Internationale de Modélisation et de SIMulation: MOSIM’01), Troyes 25-27 avril.
  • M. Nourelfath (2000). A new approach for the supervisory control of automated manufacturing systems: a case study. The sixth International Conference on Control, Automation, Robotics and Vision (ICARCV’00), Singapore 5-8 décembre.
  • M. Nourelfath et E. Niel. Relaxation du concept de contrôlabilité pour une synthèse de la commande des systèmes de production. Conf. Internatio. Franc. d’Autom. (CIFA-IEEE-CNRS), Lille 5-8 juillet.
  • M. Nourelfath (2000). The real-time monitoring of an experimental manufacturing cell. IEEE Canadian Conference on Electrical and Computer Engineering (CCECE-IEEE), Halifax 7-10 mai.
  • M. Nourelfath et E. Niel (1999). Contribution to the monitoring of automated manufacturing systems. International Conference on Integrated Design and Production, Tanger 25-26 novembre.
  • M. Nourelfath, E. Niel. ²Discrete event dynamic systems monitoring using supervisory control theory². Conference on Control of Industrial Systems, IFAC-IFIP-IMACS, Belfort 20-22 Mai 1997, pp 337-348.
  • M. Nourelfath, E. Niel. ²Extension de la théorie de la supervision à la commande des systèmes à événements discrets². 2ième Colloque National de Productique : la Productique au service de l’entreprise, EST Casablanca 13-14 Novembre 1997 pp 1-11.
  • E. Niel, N. Rezg, M. Nourelfath, S. Boukhobza. ²Supervisory control in the context of operational safety reactivity². Computional Engineering in systems Application (CESA’96), IMACS-IEEE SMC Multiconference, Lille 9-12 Juillet 1996, pp 746-751.
  • M. Nourelfath, E. Niel. ²Formal specification and synthesis of Discrete Event Systems Control and Supervision². Computational Engineering in systems Application (CESA’96), IMACS-IEEE SMC Multi-conference, Lille 9-12 Juillet 1996, pp 267-272.
  • M. Nourelfath, E. Niel. ²On the use of macroactions in Supervisory Control Theory for monitoring purpose². Fifth IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Kauai-Hawaii 18-21 Novembre 1996, pp 157-162.
  • M. Nourelfath, E. Niel, S. Boukhobza. ²Formalisation d’un module de surveillance à base de la théorie des automates : synthèse et implantation sur un atelier flexible². Conférence AFCET-Modélisation des systèmes réactifs, Brest 28-29 Mars 1996, pp 267-275.
  • M. Nourelfath, F. Charbonnier, E. Niel, H. Alla. ²Operational safety and supervised control of the manufacturing system of the AIP². Rensselaer’s 5th International Conference on Computer Integrated Manufacturing and Automation Technology (CIMAT), Grenoble 29-31 mai 1996, pp 71-77.
  • E. Niel, B. Brandin, S. Boukhobza, M. Nourelfath. ²Operational safety supervisory control : an approach to supervisor activation². INRIA/IEEE Symposium on Emerging Technologies and Factory Automation (ETFA), Paris 10-13 Octobre 1995, pp 553-561.
  • M. Nourelfath, E. Niel, A. Jutard. ²A contribution to the modelling of functional failures by Petri Nets². International Conference on Industrial Engineering and Production Management (IEPM’95), Marrakech 4-7 Avril 1995, pp 491-501.
  • M. Nourelfath, E. Niel, A. Jutard. ²A multi-model supervisory control applied to operational safety². Congrès international de génie industriel, Montréal, Canada 18-20 Octobre 1995, pp 531-539.

Cours

  • GIN-3220 Analyse des risques, fiabilité, maintenance
  • GIN-2103 Modélisation stochastique des systèmes
  • Projets (GIN-3050 et GIN-3200) 

Affiliations

  • Membre de l’Ordre des ingénieurs du Québec (OIQ)
  • Membre régulier du Centre interuniversitaire de recherche sur les réseaux d’entreprises, la logistique et le transport (CIRRELT)
  • Membre du Consortium de recherche FOR@C (Université Laval)
 
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