Documents dont l'unité de recherche est "GERAD - Groupe d'études et de recherche en analyse des décisions"
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Afif, Y., Almekhlafi, M., Lesage-Landry, A., & Karabulut Kurt, G. (2026). Multi-Agent Reinforcement Learning for Handover Management and Power Allocation in LEO Satellite Networks. IEEE Journal of Radio Frequency Identification. Lien externe
Ankem, V. A., Desaulniers, G., Gamache, M., & Raymond, V. (2026). New cutting planes for open-pit mine scheduling with multi-period block extraction. Computers & Operations Research, 189, 107408 (16 pages). Lien externe
Audet, C., Hare, W., & Tribes, C. (2026). A summary of benchmarking constrained, multi-objective and surrogate-assisted optimization methods. Optimization Letters, 20 pages. Lien externe
Aziz, M., Suprême, H., Dagdougui, H., & Lesage-Landry, A. (2026). Optimal energy trading in residential prosumer clusters via graphon mean field games. Electric Power Systems Research, 263, 113745. Lien externe
Bergou, E. H., Diouane, Y., Kungurtsev, V., & Royer, C. W. (2026). Direct-search methods for decentralized blackbox optimization. Optimization Methods and Software, 22 pages. Accès restreint
Bonte, S., Devillez, G., Dusollier, V., Hertz, A., & Mélot, H. (2026). Extremal Chemical Graphs of Maximum Degree at Most 3 for 33 Degree-Based Topological Indices. match Communications in Mathematical and in Computer Chemistry, 95(1), 193-231. Lien externe
Bosso, A., Borghesi, M., Iannelli, A., Yi, B., & Notarstefano, G. (2026). Data-Driven Stabilization of Continuous-Time LTI Systems from Noisy Input–Output Data. European Journal of Control, 101602. Lien externe
Boussouf, O., Lamghari, A., El Hallaoui, I., Messaoudi, M., & El Hachemi, N. (2026). A two-stage stochastic approach to location, production, and inventory planning with demand uncertainty. Socio-Economic Planning Sciences, 102490. Lien externe
Charaf, S., Desaulniers, G., Quesnel, F., Taş, D., Douwe P. Flapper, S., & Van Woensel, T. (2026). A path‐based two‐commodity flow model and a branch‐price‐and‐cut algorithm for the inventory routing problem with time windows. International Transactions in Operational Research, 32 pages. Lien externe
Daadaa, M., Séguin, S., Anjos, M. F., & Demeester, K. (2026). Optimizing strategies for short-term hydropower scheduling using a blackbox optimization framework. Engineering Optimization, 23 pages. Lien externe
Diouane, Y., Gollier, M., & Orban, D. (2026). Nonsmooth exact penalty methods for equality-constrained optimization: complexity and implementation. SIAM Journal on Optimization, 36(2), 626-650. Disponible
Diouane, Y., Habiboullah, M. L., & Orban, D. (2026). Complexity of trust-region methods in the presence of unbounded Hessian approximations. Mathematical Programming, 41 pages. Accès restreint
Diouane, Y., Habiboullah, M. L., & Orban, D. (2026). A proximal modified quasi-newton method for nonsmooth regularized optimization. SIAM Journal on Optimization, 36(2), 534-563. Disponible
Fan, F., Yi, B., Rye, D., Shi, G., & Manchester, I. R. (2026). Learning stable Koopman embeddings for identification and control. Automatica, 189, 113003 (12 pages). Lien externe
Fan, Y., Yi, B., & Liu, D. (2026). Modeling, Control, and Stiffness Regulation of Layer Jamming-Based Continuum Robots. IEEE Transactions on Control Systems Technology, 1-15. Lien externe
Fischer, V., Legrain, A., Munroe, P., & Schindl, D. (2026). Decomposition method for a capacitated single-vehicle covering tour problem with intermediate facilities. Computers & Operations Research, 196, 107683 (14 pages). Lien externe
Gawas, P., Legrain, A., & Rousseau, L.-M. (2026). Notification timing for on-demand personnel scheduling. Computers & Operations Research, 107611. Lien externe
Ghaboulian Zare, S., Babonneau, F., Bahn, O., Haurie, A., Mousseau, N., Neshat, N., & Trépanier, M. (2026). Hydrogen technology pathways in metropolitan energy systems: An application to Montréal. Applied Energy, 427, 128780 (21 pages). Lien externe
Gollier, M., Habiboullah, M. L., Leconte, G., Baraldi, R., Marchi, A. D., Orban, D., & Diouane, Y. (2026). RegularizedOptimization.jl: A Julia framework for regularized and nonsmooth optimization. Journal of Open Source Software, 11(118), 9344 (4 pages). Disponible
Houssou, V., & Carreau, J. (2026). Spatial pattern regression for meteorological fields interpolation. Hydrology and Earth System Sciences, 30(18), 5791-5807. Disponible
Karimi, M., Desaulniers, G., & Gendreau, M. (2026). A variable neighborhood search algorithm for the electric dial-a-ride problem with realistic charging constraints. Transportation Research Part C Emerging Technologies, 194, 105987 (26 pages). Lien externe
Karimi, M., Desaulniers, G., & Gendreau, M. (2026). A variable neighborhood search algorithm for a very large-scale practical dial-a-ride problem. Computers & Operations Research, 196, 107670 (15 pages). Lien externe
Kolcheva, L., Legrain, A., & Trépanier, M. (2026). Network-wide transfer synchronization strategies in a public bus system with real-time AVL and smart card data. [Présentation]. Public Transport. Présentée à 16th International Conference on Advanced Systems in Public Transport (CASPT2025), Kyoto, Japan. Lien externe
Leconte, G., & Orban, D. (2026). Complexity of trust-region methods with potentially unbounded Hessian approximations for smooth and nonsmooth optimization. Mathematical Programming, 34 pages. Lien externe
Li, F., Kocar, I., & Lesage-Landry, A. (2026). Practical Solutions to Volt-var Optimization under Uncertainty via Blackbox Optimization. IEEE Transactions on Power Delivery, 12 pages. Lien externe
Li, F., Kocar, I., & Lesage-Landry, A. (2026). An Optimal Design of Time-of-Use Tariff to Mitigate Overloads From Residential Electric Vehicle Charging on Distribution Networks. IEEE Transactions on Industrial Informatics, 11 pages. Lien externe
Mhamedi, T., Cherkesly, M., & Desaulniers, G. (2026). Code and Data for A branch-price-and-cut algorithm for the multi-commodity two-echelon vehicle routing problem with time windows. INFORMS journal on computing. Lien externe
Mhamedi, T., Cherkesly, M., & Desaulniers, G. (2026). A Branch-Price-and-Cut Algorithm for the Multicommodity Two-Echelon Vehicle Routing Problem with Time Windows. INFORMS journal on computing. Lien externe
Migot, T., Monnet, D., Orban, D., & Soares Siqueira, A. (2026). JSOSolvers.jl: Unconstrained and bound-constrained optimization solvers. The Journal of Open Source Software, 11(117), 9467-9467. Lien externe
Noureddine, A., Pellerin, R., Soumis, F., & Boudreault, R. (2026). Optimizing tactical project planning with a resource-leveled RCCP model. OR Spectrum, 36 pages. Lien externe
Noureddine, A., Soumis, F., & Pellerin, R. (2026). A new time-driven mixed-integer programming model for Rough-Cut Capacity Planning. Computers & Operations Research, 191, 107463 (17 pages). Lien externe
Ouzineb, M., El Hallaoui, I., & Gendreau, M. (2026). Integer linear programming for a constant demand in redundancy allocation multistate series–parallel problem. International Journal of Systems Assurance Engineering and Management, 16 pages. Lien externe
Racette, P., Quesnel, F., Lodi, A., & Soumis, F. (2026). Accelerated windowing for the crew rostering problem with machine learning. Computational Optimization and Applications, 32 pages. Accès restreint
Reynal, G. S., Cappart, Q., Desaulniers, G., & Rousseau, L.-M. (2026). Improving column complementarity in a restricted master heuristic with a GRASP-guided completion: Application to the vehicle routing problem with stochastic demands. Computers & Operations Research, 194, 107569 (12 pages). Lien externe
Rodrigues, B., Carvalho, M., Anjos, M. F., & Sugishita, N. (2026). Unboundedness in Bilevel Optimization. Mathematical Programming, 37 pages. Lien externe
Sadat Asl, A. A., Delmaire, H., Legrain, A., & Soumis, F. (2026). Optimizing diverse stakeholders' objectives in a real-time multimodal mobility hub system. Journal of Public Transportation, 28, 100147 (15 pages). Présentée à 16th International Conference on Advanced Systems in Public Transport (CASPT 2025), Kyoto, Japan. Lien externe
Saves, P., Hallé-Hannan, E., Bussemaker, J., Diouane, Y., & Bartoli, N. (2026). Modeling hierarchical spaces: a review and unified framework for surrogate-based architecture design. [Modélisation hiérarchique et optimisation d'architectures de systèmes : revue comparative et cadre unifié]. Structural and Multidisciplinary Optimization, 69, 65 (34 pages). Disponible
Tfaily, A., Bartoli, N., Diouane, Y., & Kokkolaras, M. (2026). Transfer learning in surrogate modeling with emphasis on aircraft design. Structural and Multidisciplinary Optimization, 69(2). Lien externe
Tfaily, A., Diouane, Y., Bartoli, N., & Kokkolaras, M. (2026). Transfer learning in bayesian optimization for aircraft design. Structural and Multidisciplinary Optimization, 69(10), 226 (23 pages). Accès restreint
Zhang, L., Anjos, M. F., & Chalmers, H. (2026). A stochastic programming model for planning CO₂ transport infrastructure with uncertainty. Computational Management Science, 23(1), 28 pages. Lien externe
Zhu, J., & Gao, S. (2026). Data-Driven Network LQG Mean Field Games with Heterogeneous Populations via Integral Reinforcement Learning. IFAC-PapersOnLine, 60(1), 193-198. Lien externe
Commentaire ou lettre
Dahmouni, H., Girard, A., & Sanso, B. (2026). Corrections to the article 'On the analytical model for jitter' by Nadarajah and Ba [Commentaire ou lettre]. Frontiers in Communications and Networks, 7, 3 pages. Lien externe
Rapport technique
Alarie, S., Audet, C., Diago, M., Le Digabel, S., & Lebeuf, X. (2026). Multi-fidelity constraints in blackbox optimization. (Rapport technique n° G-2026-01). Lien externe
Audet, C., Denorme, T., Diouane, Y., Le Digabel, S., & Tribes, C. (2026). Adaptive direct search algorithms with relaxable and quantifiable constraints. (Rapport technique n° G-2026-39). Lien externe
Bourhis, J., Cordelier, O., Dussault, J.-P., Mouhtal, O., & Orban, D. (2026). Quasi-Newton and Krylov methods for the solution of trust-region subproblems. (Rapport technique n° G-2026-29). Lien externe
Darleguy, V., & Lesage-Landry, A. (2026). Hierarchical constraint reduction for the penalized security-constrained optimal power flow. (Rapport technique n° G-2026-14). Lien externe
Golzari Oskoui, M. R., & Sanso, B. (2026). Distributed dependency-aware task offloading and service caching in cloudlet-based edge computing networks. (Rapport technique n° G-2026-32). Lien externe
Golzari Oskoui, M. R., & Sanso, B. (2026). Transformer-based representation for chained DAG task offloading under service constraints in edge computing networks. (Rapport technique n° G-2026-33). Lien externe
Jadidi, M., Le Ny, J., & Gao, S. (2026). Optimized FIR-Kalman architecture for differentially private event stream filtering. (Rapport technique n° G-2026-31). Lien externe
Khalilpourazari, S., Barra, R., Desaulniers, G., & Mendoza, J. E. (2026). Adaptive real-time optimization for electric bus depot operations with state-of-charge tracking signal. (Rapport technique n° G-2026-41). Lien externe
Khalvandi Ilezoole, R., & Sanso, B. (2026). Optimal routing metrics for scalable and energy-efficient distributed wireless networks. (Rapport technique n° G-2026-02). Lien externe
Khalvandi Ilezoole, R., & Sanso, B. (2026). Estimating OD matrices from social connectivity: A per-origin probabilistic attractiveness model. (Rapport technique n° G-2026-04). Lien externe
Khalvandi Ilezoole, R., & Sanso, B. (2026). Numerical evaluation of distributed wireless networks at mega scale. (Rapport technique n° G-2026-03). Lien externe
Khalvandi Ilezoole, R., & Sanso, B. (2026). Numerical evaluation of distributed wireless networks at mega scale - Online appendix. (Rapport technique n° G-2026-03-SM). Lien externe
Le Digabel, S., Lesage-Landry, A., Mendoza, S., & Tribes, C. (2026). Parallel versions of the mesh adaptive direct search algorithm. (Rapport technique n° G-2026-35). Lien externe
Liu, H., Wang, S., Botterud, A., & Anjos, M. F. (2026). Stochastic capacity accreditation: Incentivizing resource adequacy under weather uncertainty. (Rapport technique n° G-2026-36). Lien externe
Midingoyi, M. H., Aloise, D., Brimberg, J., & Drezner, Z. (2026). K-means with controlled center updates: Rethinking the centroid update rule. (Rapport technique n° G-2026-18). Lien externe
Rezagholizadeh, E., Amiri, E., Kohlert, S., Kashyap, R., & Sanso, B. (2026). Cross-layer consolidation and defragmentation in OTN-over-EON networks. (Rapport technique n° G-2026-28). Lien externe
Villeneuve, Y., Séguin, S., Anjos, M. F., & Demeester, K. (2026). Managing short-term hydropower production with a multi-agent reinforcement learning model. (Rapport technique n° G-2026-37). Lien externe
Weldeyesus, A. G., & Anjos, M. F. (2026). IPNSDP: A solver for nonlinear semidefinite programming with automatic differentiation and chordal decomposition. (Rapport technique n° G-2026-06). Lien externe
Communication écrite
Almekhlafi, M., Lesage-Landry, A., & Karabulut Kurt, G. (mai 2026). Handover-Aware Joint Resource Optimization for Power-Efficient LEO Satellite Constellations [Communication écrite]. International Conference on Communications (ICC 2026), Glasgow, United Kingdom (6 pages). Lien externe
Eliker, K., Sidi Brahim, K., Eddine Glida, H., Yi, B., & Sentouh, C. (juin 2026). Adaptive Extremum-Seeking-Based Energy Optimization for Tilt-Quadrotors Under Wind Disturbances [Communication écrite]. 34th Mediterranean Conference on Control and Automation (MED 2026), Ancona, Italy. Lien externe
Gao, H., Bosso, A., Wang, L., Saussié, D., & Yi, B. (juillet 2026). Input–Output Data-Driven Stabilization of Continuous-Time Linear MIMO Systems [Communication écrite]. European Control Conference (ECC 2026), Reykjavík, Iceland. Lien externe
Jadidi, M., Le Ny, J., & Gao, S. (juillet 2026). Optimized FIR-Kalman Architecture for Differentially Private Event Stream Filtering [Communication écrite]. European Control Conference (ECC 2026), Reykjavík, Iceland. Lien externe
Lebeuf, X., Le Digabel, S., Brillon, P., Diago, M., Audet, C., & Tribes, C. (septembre 2025). Benchmarking Derivative-Free Optimization Solvers for CSP Plant Design Using the SOLAR Simulator [Communication écrite]. 31st International Conference on Concentrating Solar Power, Thermal, and Chemical Energy Systems (SolarPACES 2025), Almería, Spain (13 pages). Publié dans SolarPACES Conference Proceedings, 4. Lien externe
Midingoyi, M. H., Meneses do Nascimento, A. E., & Aloise, D. (mai 2025). A Variable Neighborhood Search Heuristic forSemi-supervised Minimum Sum-of-Squares Clustering [Communication écrite]. 11th International Conference on Variable Neighborhood Search (ICVNS 2025), Montréal, QC, Canada. Publié dans Lecture notes in computer science. Lien externe
Riordan, A., Aloise, D., & Martín-Santamaría, R. (mai 2025). Large language models for metaheuristic implementation: a case study with variable neighborhood search [Communication écrite]. 11th International Conference on Variable Neighborhood Search (ICVNS 2025), Montreal, Quebec, Canada. Accès restreint
Seugnet, L., & Gao, S. (mai 2026). Discrete-time linear quadratic stochastic control with equality-constrained inputs: Application to energy demand response [Communication écrite]. American Control Conference (ACC 2026), New Orleans, LA, USA. Lien externe
Solomon, A., Wecker, A., Tuval, N., Hertz, A., & Kuflik, T. (mars 2026). A Privacy-Preserving Hypercube Framework for Interactive Recommendations [Communication écrite]. 31st International Conference on Intelligent User Interfaces (IUI 2026), Paphos, Cyprus. Lien externe
Tekbiyik, K., Karabulut Kurt, G., & Lesage-Landry, A. (mars 2026). PIKAN: Physics-Inspired Kolmogorov-Arnold Networks for Explainable UAV Channel Modelling [Communication écrite]. IEEE Aerospace Conference (AeroConf 2026), Big Sky, MT, USA (15 pages). Lien externe
Résumé
Amiri, E., Legrain, A., & El Hallaoui, I. (mai 2026). Anytime optimization approach for dynamic DARP [Résumé]. Journées de l'Optimisation 2026 (JOPT 2026), Montréal, Québec, Canada. Non disponible
Amiri, E., Legrain, A., & El Hallaoui, I. (mai 2026). Accelerated column generation: application in online dial-a-ride problem [Résumé]. Journées de l'Optimisation 2026 (JOPT 2026), Montréal, Québec, Canada. Non disponible
Bourgeat, M., Cappart, Q., & Legrain, A. (mai 2026). Injection séquentielle de contraintes pour l'apprentissage par renforcement contraint multi-agents avec modèles du monde appliqué aux opérations ferroviaires [Résumé]. Journées de l'Optimisation 2026 (JOPT 2026), Montréal, Québec, Canada. Non disponible
Caye, F., & Legrain, A. (mai 2026). Nurse scheduling with embedded flexibility [Résumé]. Journées de l'Optimisation 2026 (JOPT 2026), Montréal, Québec, Canada. Non disponible
Kolcheva, L., Legrain, A., & Trépanier, M. (février 2026). Synchronisation en temps réel des correspondances de réseaux de transports publics [Résumé]. 27ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2026), Tours, France (2 pages). Lien externe
Pinçon, C., Lahrichi, N., & Legrain, A. (mai 2026). A fix-and-optimize approach to preemptive scheduling in audit firms [Résumé]. Journées de l'Optimisation 2026 (JOPT 2026), Montréal, Québec, Canada. Non disponible
Autre
Sadat Asl, A. A., Delmaire, H., Legrain, A., & Soumis, F. (2026). Optimizing multimodal mobility hub systems with user preference modeling. (Rapport n° G-2026-48). Lien externe
Ensemble de données
Amiri, E., Legrain, A., & El Hallaoui, I. (2026). Manhattan dial-a-ride benchmark dataset with NYC TLC taxi trips, 2015–2016 [Ensemble de données]. Lien externe
Riley, C., Legrain, A., Van Hentenryck, P., & Amiri, E. (2026). Real-time ride-sharing operations - NYC TLC sub Dataset 2015-2016 [Ensemble de données]. Lien externe
Livre
Desrosiers, J., Lübbecke, M., Desaulniers, G., & Gauthier, J. B. (2026). Branch-and-Price. (1ère éd.). Lien externe
Chapitre de livre
Lotfi, S., Bonniot De Ruisselet, T. É., Orban, D., & Lodi, A. (2026). Adaptive First- and Second-Order Algorithms for Large-Scale Machine Learning. Dans Dang, S., Deza, A., Gupta, S., McNicholas, P. D., Pokutta, S., & Sugiyama, M. (édit.), Data Science and Optimization (Vol. 91, p. 273-302). Lien externe
Şuvak, Z., Anjos, M. F., Brotcorne, L., & Cattaruzza, D. (2026). Design of Poisoning Attacks on Linear Regression Using Bilevel Optimization. Dans Dang, S., Deza, A., Gupta, S., McNicholas, P. D., Pokutta, S., & Sugiyama, M. (édit.), Data Science and Optimization (Vol. 91, p. 41-65). Lien externe