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Alarie, S., Audet, C., Diago, M., Le Digabel, S., & Lebeuf, X. (2025). Inter-DS: a cost saving algorithm for expensive constrained multi-fidelity blackbox optimization. Computational Optimization and Applications, 23 pages. Lien externe
Allaire, N., Ghazvini Nejad, M., Le Digabel, S., & Partovi Nia, V. (février 2025). Zeroth order optimization for pretraining language models [Communication écrite]. 14th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2025), Porto, Portugal. Disponible
Allaire, N., Le Digabel, S., Orban, D., & Partovi Nia, V. (2025). Zeroth-order Kronecker optimization for pretraining language models. (Rapport technique n° G-2025-44). Lien externe
Almekhlafi, M., Lesage-Landry, A., & Karabulut Kurt, G. (2025). Access Inequality in LEO Satellite Networks: A Case Study of High-Latitude Coverage in Northern Québec. IEEE Open Journal of Vehicular Technology, 6, 1613-1630. Disponible
Aloise, D., Moine, R., Ribeiro, C. C., & Jalbert, J. (2025). First-improvement or best-improvement? An in-depth local search computational study to elucidate a dominance claim. European Journal of Operational Research, 326(3), 413-426. Lien externe
Amatucci, L., Sousa-Pinto, J., Turrisi, G., Orban, D., Barasuol, V., & Semini, C. (2025). Primal-Dual iLQR for GPU-Accelerated Learning and Control in Legged Robots. IEEE Robotics and Automation Letters, 8 pages. Lien externe
Andrés-Thió, N., Audet, C., Diago, M., Gheribi, A. E., Le Digabel, S., Lebeuf, X., Lemyre Garneau, M., & Tribes, C. (2025). Solar: a solar thermal power plant simulator for blackbox optimization benchmarking. Optimization and Engineering, 47 pages. Lien externe
Audet, C., Bigeon, J., Couderc, R., & Kokkolaras, M. (2025). Risk-averse constrained blackbox optimization under mixed aleatory/epistemic uncertainties. Computational Optimization and Applications, 61 pages. Lien externe
Audet, C., Diouane, Y., Hallé-Hannan, E., Le Digabel, S., & Tribes, C. (2025). CatMADS: Mesh Adaptive Direct Search for constrained blackbox optimization with categorical variables. (Rapport technique n° G-2025-42). Lien externe
Audet, C., Gervais-Dubé, M., Hertz, A., Le Digabel, S., & Legrain, A. (2025). Scheduling ISMP 2024. (Rapport technique n° G-2025-35). Lien externe
Audet, C., Hare, W., & Jarry-Bolduc, G. (2025). The cosine measure relative to a subspace. Computational Optimization and Applications, 29 pages. Lien externe
Audet, C., Hare, W., & Tribes, C. (2025). Benchmarking constrained, multi-objective and surrogate-assisted derivative-free optimization methods. (Rapport technique n° G-2025-36). Lien externe
Audet, X., Qako, K., & Lesage-Landry, A. (2025). A distributionally robust optimization strategy for virtual bidding in two-settlement electricity markets. (Rapport technique n° G-2025-31). Lien externe
Audet, X., Qako, K., & Lesage-Landry, A. (2025). A Distributionally Robust Optimization Strategy for Virtual Bidding in Two-Settlement Electricity Markets. Sustainable Energy, Grids and Networks, 101904. Lien externe
Bergou, E., Chada, N. K., & Diouane, Y. (2025). A Stochastic iteratively regularized Gauss–Newton method. Inverse Problems, 41(1), 015005 (22 pages). Disponible
Bonte, S., Devillez, G., Dusollier, V., Hertz, A., & Mélot, H. (2025). Extremal chemical graphs of maximum degree at most 3 for 33 degree-based topological indices. (Rapport technique n° G-2025-05). Lien externe
Cariaga, D., Anjos, M. F., & Lorca, Á. (2025). A stochastic optimisation model for the water pump scheduling problem with demand response in large and high altitude water supply systems. (Rapport technique n° G-2025-23). Lien externe
Chacón Rivas, J. Á., & Yi, B. (2025). A globally convergent observer for estimating sphere structures with inertial measurements. (Rapport technique n° G-2025-08). Lien externe
Coulombe, M., Berger, M., & Lesage-Landry, A. (2025). Simulation of a closed-loop dc-dc converter using a physics-informed neural network-based model. Electric Power Systems Research, 252, 112408 (8 pages). Lien externe
Coulombe, M.-A., Berger, M., & Lesage-Landry, A. (2025). Simulation of a closed-loop dc-dc converter using a physics-informed neural network-based model. (Rapport technique n° G-2025-41). Lien externe
Diouane, Y., Gollier, M., Habiboullah, M. L., & Orban, D. (2025). RegularizedOptimization.jl: A Julia framework for regularized and nonsmooth optimization. (Rapport technique n° G-2025-75). Lien externe
Durette, J., Karabulut Kurt, G., & Lesage-Landry, A. (2025). Task mapping strategies for electric power system simulations on heterogeneous clusters. (Rapport technique n° G-2025-32). Lien externe
Durette, J., Karabulut Kurt, G., & Lesage-Landry, A. (septembre 2025). Task Mapping Strategies for Electric Power System Simulations on Heterogeneous Clusters [Communication écrite]. International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm 2025), North York, ON, Canada. Lien externe
Dusollier, V., Bonte, S., Devillez, G., Hertz, A., Mélot, H., & Schindl, D. (2025). Complete polyhedral description of chemical graphs of maximum degree at most 3. (Rapport technique n° G-2025-43). Lien externe
Er Raqabi, E. M., Bani, A., Morabit, M., Blondin Massé, A., Besner, A., Fournier, J., & El Hallaoui, I. (2025). A Decomposition Matheuristic for the Transient Stability Constrained Unit Commitment At Hydro-Quebec. IEEE Transactions on Power Systems, 11 pages. Lien externe
Fathipasandideh, E., Suprême, H., Dagdougui, H., & Asber-Arbach, D. (juin 2025). A Novel Sequential Framework for Transmission Network Expansion Planning: Benders Decomposition Preceding Semidefinite Programming [Communication écrite]. Kiel PowerTech 2025, Kiel, Germany (6 pages). Lien externe
Gao, S., & Malhamé, R. P. (2025). Linear Quadratic Mean Field Games with Quantile-Dependent Cost Coefficients. Journal of Systems Science and Complexity, 38(1), 495-510. Lien externe
Garroussi, Z., Legrain, A., Gambs, S., Gautrais, V., & Sanso, B. (2025). A systematic review of data privacy in mobility as a service (MaaS). Transportation Research Interdisciplinary Perspectives, 31, 101254 (12 pages). Disponible
Gawas, P., Legrain, A., & Rousseau, L.-M. (juin 2024). An Imitation-Based Learning Approach Using DAgger for the Casual Employee Call Timing Problem [Communication écrite]. 18th International Conference on Learning and Intelligent Optimization (LION 18), Ischia Island, Italy. Publié dans Lecture notes in computer science. Lien externe
Gerbaux, J., Desaulniers, G., & Cappart, Q. (2025). A machine-learning-based column generation heuristic for electric bus scheduling. Computers & Operations Research, 173, 106848 (14 pages). Lien externe
Ghaboulian Zare, S., Amirmoeini, K., Bahn, O., Baker, R. C., Mousseau, N., Neshat, N., Trépanier, M., & Wang, Q. (2025). The role of hydrogen in integrated assessment models: a review of recent developments. Renewable & Sustainable Energy Reviews, 215, 115544 (19 pages). Disponible
Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Saves, P. (2025). A distance for mixed-variable and hierarchical domains with meta variables. Neurocomputing, 131208. Lien externe
Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Tribes, C. (2025). Cat-Suite: A collection of optimization problems with categorical and quantitative variables for benchmarking. (Rapport technique n° G-2025-39). Lien externe
Hertz, A., Kuflik, T., & Tuval, N. (2025). Investigating the Relationship Between User Preferences, Previous Ratings and User Judgments Related to Serendipity. International Journal of Human-Computer Interaction, 17 pages. Lien externe
Hosseini, S. S., Adulyasak, Y., & Rousseau, L.-M. (2025). Consistent home health care routing and scheduling problem under time uncertainty. Transportation Research Part E Logistics and Transportation Review, 205, 104509 (25 pages). Lien externe
Houssou, V., & Carreau, J. (2025). Spatial pattern regression for gridded meteorological data: A precipitation and temperature case study. (Rapport technique n° G-2025-48). Lien externe
Kamrani, A. S., Dini, A., Dagdougui, H., & Sheshyekani, K. (2025). Multi-agent deep reinforcement learning with online and fair optimal dispatch of EV aggregators. Machine Learning with Applications, 19, 100620 (12 pages). Disponible
Khalvandi Ilezoole, R., & Sanso, B. (2025). Revisiting scalability of distributed wireless networks: A multi-hop communication perspective. (Rapport technique n° G-2025-46). Lien externe
Le Digabel, S., Lesage-Landry, A., Salomon, L., & Tribes, C. (2025). Efficient search strategies for constrained multiobjective blackbox optimization. (Rapport technique n° G-2025-28). Lien externe
Lebeuf, X., Le Digabel, S., Brillon, P., Diago, M., Audet, C., & Tribes, C. (2025). Benchmarking derivative-free optimization solvers for CSP plant design using the solar simulator. (Rapport technique n° G-2025-70). Lien externe
Ma, D., Orban, D., & Saunders, M. A. (2025). Solving Algorithm NCL's Subproblems: The Need for Interior Methods. Vietnam Journal of Mathematics, 5 pages. Lien externe
Ma, D., Orban, D., & Saunders, M. A. (2025). Solving slgorithm NCL's subproblems: The need for interior methods. (Rapport technique n° G-2025-33). Lien externe
Mohit, M., Akhtar, S., Xu, M., & Sasmito, A. P. (2025). Development of a renewable technology for air heating and thermal cooling of sub-arctic mines using spray freezing. International Journal of Thermal Sciences, 211, 109704 (13 pages). Disponible
Mokhtari, Y., Coirault, P., Moulay, E., Le Ny, J., & Larraillet, D. (2025). An alternating direction method of multipliers approach for the reconfiguration of radial electrical distribution systems. Sustainable Energy Grids and Networks, 42, 101684 (9 pages). Lien externe
Mokhtari, Y., Coirault, P., Moulay, E., Le Ny, J., & Larraillet, D. (2025). Distributed ADMM Approach for the Power Distribution Network Reconfiguration. Sustainable Energy Grids and Networks, 101890. Lien externe
Monnet, D., & Orban, D. (2025). A multi-precision quadratic regularization method for unconstrained optimization with rounding error analysis. Computational Optimization and Applications, 35 pages. Lien externe
Montoison, A., Orban, D., & Saunders, M. A. (2025). MinAres: An Iterative Solver for Symmetric Linear Systems. SIAM Journal on Matrix Analysis and Applications, 46(1), 509-529. Lien externe
N'Zi, K., Rashidirad, N., Mahseredjian, J., & Lesage-Landry, A. (octobre 2025). Modified and Augmented Nodal Analysis-based Optimal Power Flow [Communication écrite]. 51st Annual Conference of the IEEE Industrial Electronics Society (IECON 2025), Madrid, Spain (6 pages). Lien externe
Nafstad, G. M., Desaulniers, G., & Stålhane, M. (2025). Branch-price-and-cut for the electric vehicle routing problem with heterogeneous recharging technologies and nonlinear recharging functions. Transportation Science, 59(3), 628-646. Disponible
Ortega, R., Yi, B., Bobtsov, A., Pyrkin, A. A., & Sinetova, M. (2025). Adaptive state observers for a class of nonlinear systems: The non-triangular and non-state-affine case. Systems & Control Letters, 196, 106020 (7 pages). Lien externe
Pallage, J., & Lesage-Landry, A. (2025). Wasserstein Distributionally Robust Shallow Convex Neural Networks. INFORMS Journal on Optimization. Lien externe
Paré, M.-C., Dermardiros, V., & Lesage-Landry, A. (octobre 2025). Efficient Data-Driven Model Predictive Control for Demand Response of Commercial Buildings [Communication écrite]. 51st Annual Conference of the IEEE Industrial Electronics Society (IECON 2025), Madrid, Spain (8 pages). Lien externe
Patience, P. A., Audet, C., & Blais, B. (2025). Cesogen: cellular solid generator. Science and Technology of Advanced Materials Methods, 46 pages. Lien externe
Racette, P., Quesnel, F., Lodi, A., & Soumis, F. (2025). Accelerated windowing for the crew rostering problem with machine learning. (Rapport technique n° G-2025-24). Lien externe
Rajabali, F., Malhamé, R. P., & Bolouki, S. (2025). Partial information and mean field games: The case of linear quadratic stochastic aggregative games with discrete observations. (Rapport technique n° G-2025-09). Lien externe
Rastgar Amini, F., Contardo, C., Desaulniers, G., & Gasse, M. (2025). Learning to enumerate shifts for large-scale flexible personnel scheduling problems. Journal of Scheduling, 19 pages. Lien externe
Rezagholizadeh, E., Kohlert, S., Kashyap, R., & Sanso, B. (2025). Defragmentation-aware multilayer route and spectrum assignment in elastic optical network. (Rapport technique n° G-2025-03). Lien externe
Rodrigues, B., Carvalho, M., Anjos, M. F., & Sugishita, N. (2025). Unboundedness in bilevel optimization. (Rapport technique n° G–2025–22). Lien externe
Rodrigues, B., Kopisitskiy, D., Durán-Sandoval, D., & Anjos, M. F. (2025). Green hydrogen viability in the transition to a fully-renewable energy grid. Optimization and Engineering. Lien externe
Rojo Gonzalez, L. A., Anjos, M. F., Brotcorne, L., & Gendreau, M. (novembre 2025). A Benders decomposition approach for the EV charging facility location-and-operation problem [Résumé]. PGMODAYS 2025, Saclay, France. Lien externe
Sadat Asl, A. A., Delmaire, H., Legrain, A., & Soumis, F. (2025). Optimizing stakeholders' objectives in a real-time multimodal mobility hub system. (Rapport technique n° G-2025-66). Lien externe
Seraj, R., Le Ny, J., & Mahajan, A. (2025). Fatigue and Task Load Dependent Decision Referrals for Joint Binary Classification in Human-Automation Teams. IEEE Control Systems Letters, 6 pages. Lien externe
Simon, V., Pellerin, R., & Gamache, M. (2025). Predicting Haul Truck Travel Times in Underground Mines. Mining Metallurgy & Exploration, 21 pages. Lien externe
Soldati, C., Le Digabel, S., & Lesage-Landry, A. (2025). Blackbox optimization for loss minimization in power distribution networks using feeder reconfiguration. (Rapport technique n° G-2025-52). Lien externe
Tfaily, A., Bartoli, N., Diouane, Y., & Kokkolaras, M. (2025). Transfer learning in surrogate modeling with emphasis on aircraft design. (Rapport technique n° G-2025-50). Lien externe
Tri Wijayanta, A., Xu, M., Mohit, M., Akhtar, S., Zueter, A. F., & Sasmito, A. P. (2025). An analytical prediction for charging-discharging cycles of metal foam composite phase change materials thermal energy storage. Case Studies in Thermal Engineering, 74, 106674 (21 pages). Lien externe
Willemsen, R., Aloise, D., & Jans, R. (2025). Accelerating Benders decomposition for the p-median problem through variable aggregation. (Rapport technique n° G-2025-27). Lien externe
Yi, B., Ortega, R., Choi, J.-W., & Nam, K. (2025). A high performance globally exponentially convergent sensorless observer for the IPMSM: Theoretical and experimental results. Automatica, 174, 112138-112138. Lien externe
