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François SoumisDépartement de mathématiques et de génie industriel
Voir sa fiche dans le Répertoire des Expertises de Polytechnique Montréal
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Racette, P., Soumis, F., Quesnel, F., & Lodi, A. (2024). Gaining insight into crew rostering instances through ML-based sequential assignment. Top, 42 pages. Accès restreint
El Mehdi, E. R., Ilyas, H., El Hachemi, N., El Hallaoui, I., & Soumis, F. (2023). Incremental LNS framework for integrated production, inventory, and vessel scheduling: Application to a global supply chain. Omega-International Journal of Management Science, 116, 102821 (18 pages). Lien externe
Himmich, I., Er Raqabi, E. M., El Hachemi, N., El Hallaoui, I., Metrane, A., & Soumis, F. (2023). MPILS: An Automatic Tuner for MILP Solvers. Computers & Operations Research, 159, 106344 (18 pages). Lien externe
Quesnel, F., Wu, A., Desaulniers, G., & Soumis, F. (2022). Deep-learning-based partial pricing in a branch-and-price algorithm for personalized crew rostering. Computers and Operations Research, 138, 15 pages. Lien externe
Rey, M., Aloise, D., Soumis, F., & Pieugueu, R. (2021). A data-driven model for safety risk identification from flight data analysis. Transportation Engineering, 5, 100087 (8 pages). Disponible
Hassan, M. O., Saucier, A., Yacout, S., & Soumis, F. (2021). A mixed integer linear programming model for multi-sector planning using speed and heading changes. Computers & Operations Research, 128, 19 pages. Lien externe
Yaakoubi, Y., Soumis, F., & Lacoste-Julien, S. (2020). Machine learning in airline crew pairing to construct initial clusters for dynamic constraint aggregation. EURO Journal on Transportation and Logistics, 9(4), 14 pages. Disponible
Zeighami, V., Saddoune, M., & Soumis, F. (2020). Alternating Lagrangian decomposition for integrated airline crew scheduling problem. European Journal of Operational Research, 287(1), 211-224. Lien externe
Quesnel, F., Desaulniers, G., & Soumis, F. (2020). A branch-and-price heuristic for the crew pairing problem with language constraints. European Journal of Operational Research, 283(3), 1040-1054. Lien externe
Desaulniers, G., Lessard, F., Saddoune, M., & Soumis, F. (2020). Dynamic Constraint Aggregation for Solving Very Large-scale Airline Crew Pairing Problems. SN Operations Research Forum, 1(3), 23 pages. Lien externe
Quesnel, F., Desaulniers, G., & Soumis, F. (2020). Improving Air Crew Rostering by Considering Crew Preferences in the Crew Pairing Problem. Transportation Science, 54(1), 97-114. Lien externe
Zaghrouti, A., El Hallaoui, I., & Soumis, F. (2020). Improving set partitioning problem solutions by zooming around an improving direction. Annals of Operations Research, 284(2), 645-671. Lien externe
Himmich, I., Ben Amor, H., El Hallaoui, I., & Soumis, F. (2020). A Primal Adjacency-Based Algorithm for the Shortest Path Problem with Resource Constraints. Transportation Science, 54(5), 1153-1169. Lien externe
Himmich, I., El Hallaoui, I., & Soumis, F. (2020). Primal column generation framework for vehicle and crew scheduling problems. Networks, 75(3), 291-309. Lien externe
Dahmen, S., Rekik, M., Soumis, F., & Desaulniers, G. (2020). A two-stage solution approach for personalized multi-department multi-day shift scheduling. European Journal of Operational Research, 280(3), 1051-1063. Lien externe
Fink, M., Desaulniers, G., Frey, M., Kiermaier, F., Kolisch, R., & Soumis, F. (2019). Column generation for vehicle routing problems with multiple synchronization constraints. European Journal of Operational Research, 272(2), 699-711. Lien externe
Zeighami, V., & Soumis, F. (2019). Combining Benders' Decomposition and Column Generation for Integrated Crew Pairing and Personalized Crew Assignment Problems. Transportation Science, 53(5), 1479-1499. Lien externe
Attia, D., Bürgy, R., Desaulniers, G., & Soumis, F. (2019). A decomposition-based heuristic for large employee scheduling problems with inter-department transfers. EURO Journal on Computational Optimization, 7(4), 325-357. Lien externe
Hoang, L. N., Soumis, F., & Zaccour, G. (2019). The return function: A new computable perspective on BayesianNash equilibria. European Journal of Operational Research, 279(2), 471-485. Lien externe
Maher, S. J., Desaulniers, G., & Soumis, F. (2018). The daily tail assignment problem under operational uncertainty using look-ahead maintenance constraints. European Journal of Operational Research, 264(2), 534-547. Lien externe
Dahmen, S., Rekik, M., & Soumis, F. (2018). An implicit model for multi-activity shift scheduling problems. Journal of Scheduling, 21(3), 285-304. Lien externe
Zaghrouti, A., El Hallaoui, I., & Soumis, F. (2018). Improved integral simplex using decomposition for the set partitioning problem. EURO Journal on Computational Optimization, 6(2), 185-206. Lien externe
Kasirzadeh, A., Saddoune, M., & Soumis, F. (2017). Airline crew scheduling: models, algorithms, and data sets. EURO Journal on Transportation and Logistics, 6(2), 111-137. Lien externe
Bouarab, H., El Hallaoui, I., Metrane, A., & Soumis, F. (2017). Dynamic constraint and variable aggregation in column generation. European Journal of Operational Research, 262(3), 835-850. Lien externe
Rosat, S., Quesnel, F., El Hallaoui, I., & Soumis, F. (2017). Dynamic penalization of fractional directions in the integral simplex using decomposition: Application to aircrew scheduling. European Journal of Operational Research, 263(3), 1007-1018. Lien externe
Gaboune, B., Laporte, G., & Soumis, F. (2017). Expected Distances between Two Uniformly Distributed Random Points in Rectangles and Rectangular Parallelpipeds. Journal of the Operational Research Society, 44(5), 513-519. Lien externe
Rosat, S., El Hallaoui, I., Soumis, F., & Chakour, D. (2017). Influence of the normalization constraint on the integral simplex using decomposition. Discrete Applied Mathematics, 217, 53-70. Lien externe
Maknoon, M. Y., Soumis, F., & Baptiste, P. (2017). An integer programming approach to scheduling the transshipment of products at cross-docks in less-than-truckload industries. Computers & Operations Research, 82, 167-179. Lien externe
Rosat, S., El Hallaoui, I., Soumis, F., & Lodi, A. (2017). Integral simplex using decomposition with primal cutting planes. Mathematical Programming, 166(1-2), 327-367. Lien externe
Quesnel, F., Desaulniers, G., & Soumis, F. (2017). A new heuristic branching scheme for the crew pairing problem with base constraints. Computers & Operations Research, 80, 159-172. Lien externe
Saucier, A., Maazoun, W., & Soumis, F. (2017). Optimal speed-profile determination for aircraft trajectories. Aerospace Science and Technology, 67, 327-342. Lien externe
Lehouillier, T., Nasri, M. I., Soumis, F., Desaulniers, G., & Omer, J. (2017). Solving the Air Conflict Resolution Problem Under Uncertainty Using an Iterative Biobjective Mixed Integer Programming Approach. Transportation Science, 51(4), 1242-1258. Lien externe
Lehouillier, T., Omer, J., Soumis, F., & Desaulniers, G. (2017). Two decomposition algorithms for solving a minimum weight maximum clique model for the air conflict resolution problem. European Journal of Operational Research, 256(3), 696-712. Lien externe
Hoang, L. N., Soumis, F., & Zaccour, G. (2016). A heuristic optimization of Bayesian incentive-compatible cake-cutting. Computers and Operations Research, 75, 76-82. Lien externe
Lehouillier, T., Soumis, F., Omer, J., & Allignol, C. (2016). Measuring the interactions between air traffic control and flow management using a simulation-based framework. Computers & Industrial Engineering, 99, 269-279. Lien externe
Hoang, L. N., Soumis, F., & Zaccour, G. (2016). Measuring Unfairness Feeling in Allocation Problems. Omega, 65, 138-147. Lien externe
Maknoon, M. Y., Soumis, F., & Baptiste, P. (2016). Optimizing transshipment workloads in less-than-truckload cross-docks. International Journal of Production Economics, 179, 90-100. Lien externe
Omer, J., Rosat, S., Raymond, V., & Soumis, F. (2015). Improved Primal Simplex: A More General Theoretical Framework and an Extended Experimental Analysis. INFORMS Journal on Computing, 27(4), 773-787. Lien externe
Omer, J., & Soumis, F. (2015). A linear programming decomposition focusing on the span of the nondegenerate columns. European Journal of Operational Research, 245(2), 371-383. Lien externe
Omer, J., Towhidi, M., & Soumis, F. (2015). The positive edge pricing rule for the dual simplex. Computers and Operations Research, 61, 135-142. Lien externe
Towhidi, M., Desrosiers, J., & Soumis, F. (2014). The positive edge criterion within COIN-OR׳s CLP. Computers & Operations Research, 49, 41-46. Lien externe
Zaghrouti, Z., Soumis, F., & El Hallaoui, I. (2014). Integral simplex using decomposition for the set partitioning problem. Operations Research, 62(2), 435-449. Lien externe
Maher, S. J., Desaulniers, G., & Soumis, F. (2014). Recoverable robust single day aircraft maintenance routing problem. Computers and Operations Research, 51, 130-145. Lien externe
Saddoune, M., Desaulniers, G., & Soumis, F. (2013). Aircrew pairings with possible repetitions of the same flight number. Computers & Operations Research, 40(3), 805-814. Lien externe
Lequy, Q., Bouchard, M., Desaulniers, G., Soumis, F., & Tachefine, B. (2012). Assigning multiple activities to work shifts. Journal of Scheduling, 15(2), 239-251. Lien externe
Saddoune, M., Desaulniers, G., El Hallaoui, I., & Soumis, F. (2012). Integrated airline crew pairing and crew assignment by dynamic constraint aggregation. Transportation Science, 46(1), 39-55. Lien externe
Desrochers, M., & Soumis, F. (2011). Implantation et complexité des techniques de programmation dynamique dans les méthodes de confection de tournées et d'horaires. RAIRO - Operations Research, 25(3), 291-310. Lien externe
El Hallaoui, I., Metrane, A., Desaulniers, G., & Soumis, F. (2011). An Improved Primal Simplex Algorithm for Degenerate Linear Programs. INFORMS Journal on Computing, 23(4), 569-577. Lien externe
Saddoune, M., Desaulniers, G., El Hallaoui, I., & Soumis, F. (2011). Integrated airline crew scheduling: A bi-dynamic constraint aggregation method using neighborhoods. European Journal of Operational Research, 212(3), 445-454. Lien externe
Lacasse-Guay, E., Desaulniers, G., & Soumis, F. (2010). Aircraft Routing Under Different Business Processes. Journal of Air Transport Management, 16(5), 258-263. Lien externe
Metrane, A., Soumis, F., & El Hallaoui, I. (2010). Column generation decomposition with the degenerate constraints in the subproblem. European Journal of Operational Research, 207(1), 37-44. Lien externe
Rekik, M., Cordeau, J.-F., & Soumis, F. (2010). Implicit shift scheduling with multiple breaks and work stretch duration restrictions. Journal of Scheduling, 13(1), 49-75. Lien externe
El Hallaoui, I., Metrane, A., Soumis, F., & Desaulniers, G. (2010). Multi-phase dynamic constraint aggregation for set partitioning type problems. Mathematical Programming, 123(2), 345-370. Lien externe
Raymond, V., Soumis, F., & Orban, D. (2010). A new version of the improved primal simplex for degenerate linear programs. Computers & Operations Research, 37(1), 91-98. Lien externe
Hadjar, A., & Soumis, F. (2009). Dynamic window reduction for the multiple depot vehicle scheduling problem with time windows. Computers & Operations Research, 36(7), 2160-2172. Lien externe
Dumas, J., Aithnard, F., & Soumis, F. (2009). Improving the objective function of the fleet assignment problem. Transportation Research. Part B, Methodological, 43(4), 466-475. Lien externe
El Hallaoui, I., Desaulniers, G., Metrane, A., & Soumis, F. (2008). Bi-dynamic constraint aggregation and subproblem reduction. Computers & Operations Research, 35(5), 1713-1724. Lien externe
Dumas, J., & Soumis, F. (2008). Passenger Flow Model for Airline Networks. Transportation Science, 42(2), 197-207. Lien externe
Rekik, M., Cordeau, J. F., & Soumis, F. (2008). Solution Approaches to Large Shift Scheduling Problems. RAIRO: Operations Research, 42(2), 229-258. Lien externe
Addou, I., & Soumis, F. (2007). Bechtold-Jacobs Generalized Model for Shift Scheduling With Extraordinary Overlap. Annals of Operations Research, 155(1), 177-205. Lien externe
Achour, H., Gamache, M., Soumis, F., & Desaulniers, G. (2007). An Exact Solution Approach for the Preferential Bidding System Problem in the Airline Industry. Transportation Science, 41(3), 354-365. Lien externe
Mercier, A., & Soumis, F. (2007). An Integrated Aircraft Routing, Crew Scheduling and Flight Retiming Model. Computers & Operations Research, 34(8), 2251-2265. Lien externe
Hamdouni, M., Desaulniers, G., & Soumis, F. (2007). Parking Buses in a Depot Using Block Patterns: a Benders Decomposition Approach for Minimizing Type Mismatches. Computers & Operations Research, 34(11), 3362-3379. Lien externe
Hamdouni, M., Soumis, F., & Desaulniers, G. (2007). Parking Buses in a Depot With Stochastic Arrival Times. European Journal of Operational Research, 183(2), 502-515. Lien externe
Hadjar, A., Marcotte, O., & Soumis, F. (2006). A branch-and-cut algorithm for the multiple depot vehicle scheduling problem. Operations Research, 54(1), 130-149. Lien externe
Hamdouni, M., Desaulniers, G., Marcotte, O., Soumis, F., & Van Putten, M. (2006). Dispatching Buses in a Depot Using Block Patterns. Transportation Science, 40(3), 364-377. Lien externe
Rouillon, S., Desaulniers, G., & Soumis, F. (2006). An Extended Branch-and-Bound Method for Locomotive Assignment. Transportation Research. Part B, Methodological, 40(5), 404-423. Lien externe
Saucier, A., & Soumis, F. (2006). Fractal methods and the problem of estimating scaling exponents: A new approach based on upper and lower linear bounds. Chaos, Solitons & Fractals, 28(5), 1337-1346. Lien externe
Nagih, A., & Soumis, F. (2006). Nodal Aggregation of Resource Constraints in a Shortest Path Problem. European Journal of Operational Research, 172(2), 500-514. Lien externe
Belanger, N., Desaulniers, G., Soumis, F., & Desrosiers, J. (2006). Periodic Airline Fleet Assignment With Time Windows, Spacing Constraints, and Time Dependent Revenues. European Journal of Operational Research, 175(3), 1754-1766. Lien externe
Ben Amor, H., Desrosiers, J., & Soumis, F. (2006). Recovering an Optimal Lp Basis From an Optimal Dual Solution. Operations Research Letters, 34(5), 569-576. Lien externe
Belanger, N., Desaulniers, G., Soumis, F., Desrosiers, J., & Lavigne, J. (2006). Weekly Airline Fleet Assignment With Homogeneity. Transportation Research. Part B, Methodological, 40(4), 306-318. Lien externe
Hicks, R., Madrid, R., Milligan, C., Pruneau, R., Kanaley, M., Dumas, Y., Lacroix, B., Desrosiers, J., & Soumis, F. (2005). Bombardier Flexjet Significantly Improves Its Fractional Aircraft Ownership Operations. Interfaces, 35(1), 49-60. Lien externe
Mercier, A., Cordeau, J. F., & Soumis, F. (2005). A Computational Study of Benders Decomposition for the Integrated Aircraft Routing and Crew Scheduling Problem. Computers & Operations Research, 32(6), 1451-1476. Lien externe
El Hallaoui, I., Villeneuve, D., Soumis, F., & Desaulniers, G. (2005). Dynamic aggregation of set-partitioning constraints in column generation. Operations Research, 53(4), 632-645. Lien externe
Villeneuve, D., Desrosiers, J., Lubbecke, M. E., & Soumis, F. (2005). On Compact Formulations for Integer Programs Solved by Column Generation. Annals of Operations Research, 139(1), 375-388. Lien externe
Stojković, M., & Soumis, F. (2005). The operational flight and multi-crew scheduling problem. Yugoslav Journal of Operations Research, 15(1), 25-48. Disponible
Rekik, M., Cordeau, J. F., & Soumis, F. (2004). Using Benders Decomposition to Implicitly Model Tour Scheduling. Annals of Operations Research, 128(1-4), 111-133. Lien externe
Lingaya, N., Cordeau, J.-F., Desaulniers, G., Desrosiers, G., & Soumis, F. (2002). Operational car assigment at VIA Rail Canada. Transportation Research. Part B, Methodological, 36(9), 755-778. Lien externe
Stojkovic, G., Soumis, F., Desrosiers, J., & Solomon, M. M. (2002). An Optimization Model for a Real-Time Flight Scheduling Problem. Transportation Research. Part A, Policy and Practice, 36(9), 779-788. Lien externe
Cordeau, J. F., Stojkovic, G., Soumis, F., & Desrosiers, J. (2001). Benders Decomposition for Simultaneous Aircraft Routing and Crew Scheduling. Transportation Science, 35(4), 375-388. Lien externe
Stojkovic, M., & Soumis, F. (2001). An Optimization Model for the Simultaneous Operational Flight and Pilot Scheduling Problem. Management Science, 47(9), 1290-1305. Lien externe
Cordeau, J. F., Soumis, F., & Desrosiers, J. (2001). Simultaneous Assignment of Locomotives and Cars to Passenger Trains. Operations Research, 49(4), 531-548. Lien externe
Cordeau, J. F., Desaulniers, G., Lingaya, N., Soumis, F., & Desrosiers, J. (2001). Simultaneous Locomotive and Car Assignment at Via Rail Canada. Transportation Research. Part B, Methodological, 35(8), 767-787. Lien externe
Desrosiers, J., Lasry, A., Mcinnis, D., Solomon, M. M., & Soumis, F. (2000). Air Transat Uses Altitude to Manage Its Aircraft Routing, Crew Pairing, and Work Assignment. Interfaces, 30(2), 41-53. Lien externe
Lapierre, S., Debargis, L., & Soumis, F. (2000). Balancing Printed Circuit Board Assembly Line Systems. International Journal of Production Research, 38(16), 3899-3911. Lien externe
Cordeau, J. F., Soumis, F., & Desrosiers, J. (2000). A Benders Decomposition Approach for the Locomotive and Car Assignment Problem. Transportation Science, 34(2), 133-149. Lien externe
Kohl, N., Desrosiers, J., Madsen, O. B. G., Solomon, M. M., & Soumis, F. (1999). 2-Path Cuts for the Vehicle Routing Problem With Time Windows. Transportation Science, 33(1), 101-116. Lien externe
Ziarati, K., Soumis, F., Desrosiers, J., & Solomon, M. M. (1999). A Branch-First, Cut-Second Approach for Locomotive Assignment. Management Science, 45(8), 1156-1168. Lien externe
Gamache, M., Soumis, F., Marquis, G., & Desrosiers, J. (1999). A Column Generation Approach for Large-Scale Aircrew Rostering Problems. Operations Research, 47(2), 247-263. Lien externe
Ioachim, I., Desrosiers, J., Soumis, F., & Bélanger, N. (1999). Fleet Assignment and Routing With Schedule Synchronization Constraints. European Journal of Operational Research, 119(1), 75-90. Lien externe
D'Amours, S., Montreuil, B., Lefrançois, P., & Soumis, F. (1999). Networked manufacturing : the impact of information sharing. International Journal of Production Economics, 58(1), 63-79. Lien externe
Ioachim, I., Gélinas, S., Soumis, F., & Desrosiers, J. (1998). Dynamic Programming Algorithm for the Shortest Path Problem With Time Windows and Linear Node Costs. Networks, 31(3), 193-204. Lien externe
Stojkovic, M., Soumis, F., & Desrosiers, J. (1998). Operational Airline Crew Scheduling Problem. Transportation Science, 32(3), 232-245. Lien externe
Gamache, M., Soumis, F., Villeneuve, D., Desrosiers, J., & Gélinas, E. (1998). Preferential Bidding System at Air Canada. Transportation Science, 32(3), 246-255. Lien externe
Desaulniers, G., Soumis, F., & Laurent, J. C. (1998). Shortest Path Algorithm for a Carlike Robot in a Polygonal Environment. International Journal of Robotics Research, 17(5), 512-530. Lien externe
D'Amours, S., Montreuil, B., & Soumis, F. (1997). Price-based planning and scheduling of multiproduct orders in symbiotic manufacturing networks. European Journal of Operational Research, 96(1), 148-166. Lien externe
Desaulniers, G., Desrosiers, J., Dumas, Y., Marc, S., Rioux, B., Solomon, M. M., & Soumis, F. (1997). Crew pairing at Air France. European Journal of Operational Research, 97(2), 245-259. Lien externe
Desaulniers, G., Desrosiers, J., Dumas, Y., Solomon, M. M., & Soumis, F. (1997). Daily aircraft routing and scheduling. Management Science, 43(6), 841-854. Lien externe
Gélinas, S., & Soumis, F. (1997). A dynamic programming algorithm for single machine scheduling with ready times. Annals of Operations Research, 69, 135-156. Lien externe
Martello, S., Soumis, F., & Toth, P. (1997). Exact and approximation algorithms for makespan minimization on unrelated parallel machines. Discrete Applied Mathematics, 75(2), 169-188. Lien externe
Ziarati, K., Soumis, F., Desrosiers, J., Gélinas, S., & Saintonge, A. (1997). Locomotive assignment with heterogeneous consists at cn north america. European Journal of Operational Research, 97(2), 281-292. Lien externe
Tachefine, B., & Soumis, F. (1997). Maximal closure on a graph with resource constraints. Computers & Operations Research, 24(10), 981-990. Lien externe
Laurent, J.-C., Desaulniers, G., Malhamé, R. P., & Soumis, F. (1995). Column generation method for optimal load management via control of electric water heaters. IEEE Transactions on Power Systems, 10(3), 1389-1400. Lien externe
Desaulniers, G., & Soumis, F. (1995). Efficient algorithm to find a shortest path for a car-like robot. IEEE Transactions on Robotics and Automation, 11(6), 819-828. Lien externe
Ioachim, I., & Soumis, F. (1995). Schedule efficiency in a robotic production cell. International Journal of Flexible Manufacturing Systems, 7(1), 5-26. Lien externe
Ribeiro, C. C., & Soumis, F. (1994). A column generation approach to the multiple-depot vehicle scheduling problem. Operations Research, 42(1), 41-52. Lien externe
Langevin, A., Desrochers, M., Desrosiers, J., Gélinas, S., & Soumis, F. (1993). A two-commodity flow formulation for the traveling salesman and the makespan problems with time windows. Networks, 23(7), 631-640. Lien externe
Sanso, B., Soumis, F., & Gendreau, M. (1993). Centralized and decentralized stochastic routing models in telecommunication networks. Telecommunication Systems, 1(1), 133-148. Lien externe
Dioume, O., Girard, A., & Soumis, F. (1993). Dimensioning telephone networks with budget constraints. Telecommunication Systems, 1(1), 149-177. Lien externe
Sanso, B., & Soumis, F. (1993). The dynamic predicate stashing copy problem. Networks, 23(8), 681-690. Lien externe
Sanso, B., Gendreau, M., & Soumis, F. (1992). An algorithm for network dimensioning under reliability considerations. Annals of Operations Research, 36(1), 263-274. Lien externe
Soumis, F., Sauvé, M., & Le Beau, L. (1991). The Simultaneous Origin-Destination Assignment and Vehicle Routing Problem. Transportation Science, 25(3), 188-200. Lien externe
Langevin, A., Soumis, F., & Desrosiers, J. (1990). Classification of travelling salesman problem formulations. Operations Research Letters, 9(2), 127-132. Lien externe
Dumas, Y., Soumis, F., & Desrosiers, J. (1990). Technical Note—Optimizing the Schedule for a Fixed Vehicle Path with Convex Inconvenience Costs. Transportation Science, 24(2), 145-152. Lien externe
Desrochers, M., & Soumis, F. (1989). A Column Generation Approach to the Urban Transit Crew Scheduling Problem. Transportation Science, 23(1), 1-13. Lien externe
Langevin, A., & Soumis, F. (1989). Design of multiple-vehicle delivery tours satisfying time constraints. Transportation Research Part B: Methodological, 23(2), 123-138. Lien externe
Dumas, Y., Desrosiers, J., & Soumis, F. (1989). Minimisation d'une fonction convexe séparable avec contraintes de rapport entre les variables. RAIRO - Operations Research, 23(4), 305-317. Lien externe
Desrochers, M., & Soumis, F. (1988). A reoptimization algorithm for the shortest path problem with time windows. European Journal of Operational Research, 35(2), 242-254. Lien externe
Desrosiers, J., Laporte, G., Sauvé, M., Soumis, F., & Taillefer, S. (1988). Vehicle routing with full loads. Computers & Operations Research, 15(3), 219-226. Lien externe
Desrosiers, J., Sauve, M., & Soumis, F. (1988). Lagrangian Relaxation Methods for Solving the Minimum Fleet Size Multiple Traveling Salesman Problem with Time Windows. Management Science, 34(8), 1005-1022. Lien externe
Desrosiers, J., Dumas, Y., & Soumis, F. (1986). A Dynamic Programming Solution of the Large-Scale Single-Vehicle Dial-A-Ride Problem with Time Windows. American Journal of Mathematical and Management Sciences, 6(3-4), 301-325. Lien externe
Barry, A.-S., Quesnel, F., El Hallaoui, I., & Soumis, F. (2024). Algorithme primal ajoutant des variables pour le problème du partitionnement d'ensemble généralisé. (Rapport technique n° G-2024-11). Lien externe
Er Raqabi, E. M., Beljadid, A., Bennouna, M. A., Bennouna, R., Boussaadi, L., El Hachemi, N., El Hallaoui, I., Fender, M., Jamali, M. A., Si Hammou, N., & Soumis, F. (2023). OCP optimized its supply chain for Africa. (Rapport technique n° G-2023-29). Lien externe
Er Raqabi, E. M., Wu, Y., El Hallaoui, I., & Soumis, F. (2023). Towards resilience: Primal large-scale re-optimization. (Rapport technique n° G-2023-28). Lien externe
Himmich, I., Er Raqabi, E. M., El Hachemi, N., El Hallaoui, I., Metrane, A., & Soumis, F. (2022). MPILS: an automatic tuner for MILP solvers. (Rapport technique n° 2022-53). Lien externe
Lehouillier, T., Nasri, M. I., Omer, J., Soumis, F., & Desaulniers, G. (2015). Solving the air conflict resolution problem under uncertainty as an iterative bi-objective mixed integer linear program. (Rapport technique n° G-2015-111). Lien externe
Montulet, P., Langevin, A., Riopel, D., & Soumis, F. (1996). Exact and heuristic methods to minimize the peak load of shared storage policies. (Rapport technique n° G-96-47). Lien externe
Montulet, P., Langevin, A., Riopel, D., & Soumis, F. (1995). L'optimisation de l'entreposage partagé à capacité de traitement limitée. (Rapport technique n° G-95-36). Lien externe
Yaakoubi, Y., Soumis, F., & Lacoste-Julien, S. (juillet 2021). Structured Convolutional Kernel Networks for Airline Crew Scheduling [Communication écrite]. International Conference on Machine Learning (ICML 2021). Lien externe
Saddoune, M., & Soumis, F. (octobre 2016). A dynamic constraint aggregation based solution approach for monthly aircrew pairing problem [Communication écrite]. 11th International Conference on Intelligent Systems: Theories and Applications (SITA 2016), Mohammedia, Morroco (4 pages). Lien externe
Rosat, S., Quesnel, F., Soumis, F., & El Hallaoui, I. (février 2016). Pénaliser les directions fractionnaires dans le simplexe en nombres entiers. Application au transport aérien [Communication écrite]. 17e Congrès de la Société française de recherche opérationnelle et d'aide à la décision (ROADEF 2016), Compiègne, France. Non disponible
Lehouillier, T., Omer, J., Soumis, F., & Desaulniers, G. (mai 2015). A new variant of the minimum-weight maximum-cardinality clique problem to solve conflicts between aircraft [Communication écrite]. 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2015), Metz, France. Lien externe
Rosat, I., El Hallaoui, I., Soumis, F., & Lodi, A. (juin 2014). Integral simplex using decomposition with primal cuts [Communication écrite]. 13th International Symposium on Experimental Algorithms (SEA 2014), Copenhagen, Denmark. Lien externe
Soumis, F., Saddoune, M., El Hallaoui, I., & Desaulniers, G. (juin 2010). Crew pairing and assignment problem solved with dynamic constraint aggregation [Communication écrite]. 7th Triennial Symposium on Transportation Analysis (TRISTAN 2010), Tromso, Norway. Non disponible
Saddoune, M., Desaulniers, G., & Soumis, F. (juillet 2009). A rolling horizon solution approach for the airline crew pairing problem [Communication écrite]. International Conference on Computers & Industrial Engineering, Troyes, France. Lien externe
Soumis, F., Saddoune, M., El Hallaoui, I., & Desaulniers, G. (août 2009). Simultaneous optimization of crew pairing and rostering [Communication écrite]. AGIFORS 2009, Las Vegas, USA. Non disponible
Tchommo, J. L., Baptiste, P., & Soumis, F. (octobre 2003). Étude bibliographique de l'ordonnancement simultané des moyens de production et des ressources humaines [Communication écrite]. 5e Congrès international de génie industriel (CIGI 2003), Québec, Québec. Publié dans Revue Française de Gestion Industrielle, 23(2). Disponible
Ziarati, K., Soumis, F., & Desrosiers, J. Locomotive Assignment Using Train Delays [Communication écrite]. Computer-Aided Transit Scheduling. Lien externe
Montulet, P., Langevin, A., Riopel, D., & Soumis, F. (octobre 2023). L'optimisation de l'entreposage partagé à capacité de traitement limitée [Communication écrite]. Congrès international de génie industriel, Montréal, Québec. Non disponible
D`Amours, S., Montreuil, B., & Soumis, F. (août 1994). Planning operations in symbiotic manufacturing network [Communication écrite]. IFAC International Conference on CAD/CAM: Robotics and Factories of the Future, Ottawa, Ont., Canada. Non disponible
Desrochers, M., Gilbert, J., Sauvé, M., & Soumis, F. (août 1990). CREW-OPT: Subproblem Modeling in a Column Generation Approach to Urban Crew Scheduling [Communication écrite]. 5th International Workshop on Computer-Aided Scheduling of Public Transport, Montreal, Qc, Canada. Lien externe
Desrochers, M., & Soumis, F. (juillet 1987). CREW-OPT: Crew Scheduling by Column Generation (Extended abstract) [Communication écrite]. 4th International Workshop on Computer-Aided Transit Scheduling of Public Transport, Hambourg, Germany. Lien externe
Desrosiers, J., Dumas, Y., & Soumis, F. (juillet 1987). The Multiple Vehicle DIAL-A-RIDE Problem [Communication écrite]. 4th International Workshop on Computer-Aided Transit Scheduling of Public Transport, Hamburg, Germany. Lien externe
Rosat, S., El Hallaoui, I., Soumis, F., & Lodi, A. (juin 2015). Integral simplex using decomposition with primal cutting planes [Affiche]. Mixed Integer Programming Workshop, Chicago, IL. Non disponible
Hassan, M. O., Saucier, A., Yacout, S., & Soumis, F. (2020). Randomly generated problems for the complexity resolution problem in a multi sector planning context [Ensemble de données]. Lien externe
Baptiste, P., Giard, V., & Soumis, F. (2005). Gestion de production et ressources humaines. Lien externe
Soumis, F., Pesant, G., & Rousseau, L.-M. (2005). Gestion des horaires et affectation du personnel. Dans Baptiste, P., Giard, V., Haït, A., & Soumis, F. (édit.), Gestion de production et ressources humaines : Méthodes de planification dans les systèmes productifs (p. 71-111). Lien externe
Hertz, A. (2005). Les métaheuristiques : quelques conseils pour en faire bon usage. Dans Baptiste, P., Giard, V., Haït, A., & Soumis, F. (édit.), Gestion de production et ressources humaines : méthodes de planification dans les systèmes productifs (p. 205-222). Lien externe
Pesant, G., & Rousseau, L.-M. (2005). Programmation par contraintes. Dans Baptiste, P., Giard, V., Haït, A., & Soumis, F. (édit.), Gestion de production et ressources humaines : Méthodes de planification dans les systèmes productifs (p. 223-247). Lien externe
Gélinas, S., & Soumis, F. (2005). Dantzig-Wolfe decomposition for job shop scheduling. Dans Column generation (p. 271-302). Lien externe
Desaulniers, G., Desrosiers, J., Erdmann, A., Solomon, M. M., & Soumis, F. (2002). VRP with pickup and delivery. Dans Toth, P., & Vigo, D. (édit.), The vehicle routing problem (p. 225-242). Lien externe
Cordeau, J.-F., Desaulniers, G., Desrosiers, J., Solomon, M. M., & Soumis, F. (2002). VRP with time windows. Dans Toth, P., & Vigo, D. (édit.), The vehicle routing problem (p. 157-193). Lien externe
Desaulniers, G., Desrosiers, J., Gamache, M., & Soumis, F. (1998). Crew Scheduling in Air Transportation. Dans Fleet management and logistics (p. 169-185). Lien externe
Gamache, M., & Soumis, F. (1998). A Method for Optimally Solving the Rostering Problem. Dans International Series in Operations Research & Management Science (Vol. 9, p. 124-157). Lien externe
Desrosiers, J., Dumas, Y., Solomon, M. M., & Soumis, F. (1995). Time constrained routing and scheduling. Dans Ball, M. O. (édit.), Network routing (Vol. 8, p. 35-139). Lien externe
