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Al Handawi, K., & Kokkolaras, M. (2022). Optimization of Infectious Disease Prevention and Control Policies Using Artificial Life. IEEE Transactions on Emerging Topics in Computational Intelligence, 6(1), 26-40. Lien externe
Alarie, S., Audet, C., Jacquot, P., & Le Digabel, S. (2022). Hierarchically constrained blackbox optimization. Operations Research Letters, 50(4), 446-451. Lien externe
Aouchiche, M., & El Hallaoui, I. (2022). Minimum values of the second largest Q-eigenvalue. Discrete Applied Mathematics, 306, 46-51. Lien externe
Aravkin, A. Y., Baraldi, R., & Orban, D. (2022). A proximal quasi-Newton trust-region method for nonsmooth regularized optimization. SIAM Journal on Optimization, 32(2), 900-929. Lien externe
Audet, C., Batailly, A., & Kojtych, S. (2022). Escaping Unknown Discontinuous Regions in Blackbox Optimization. SIAM Journal on Optimization, 32(3), 1843-1870. Lien externe
Audet, C., Le Digabel, S., & Saltet, R. (2022). Quantifying uncertainty with ensembles of surrogates for blackbox optimization. Computational Optimization and Applications, 83(1), 29-66. Lien externe
Audet, C., Le Digabel, S., Rochon Montplaisir, V., & Tribes, C. (2022). Algorithm 1027: NOMAD Version 4: Nonlinear Optimization with the MADS Algorithm. ACM Transactions on Mathematical Software, 48(3), 1-22. Lien externe
Audet, C., Messine, F., & Ninin, J. (2022). Correction to: Numerical certification of Pareto optimality for biobjective nonlinear problems (Jan, 10.1007/s10898-022-01127-1, 2022). Journal of Global Optimization, 83(4), 909-910. Lien externe
Audet, C., Messine, F., & Ninin, J. (2022). Numerical certification of Pareto optimality for biobjective nonlinear problems. Journal of Global Optimization, 83(4), 891-908. Lien externe
Aziz, M., Dagdougui, H., & El Hallaoui, I. (2022). A Decentralized Game Theoretic Approach for Virtual Storage System Aggregation in a Residential Community. IEEE Access, 10, 34846-34857. Lien externe
Bingane, C., & Audet, C. (2022). Tight bounds on the maximal perimeter of convex equilateral small polygons. Archiv der Mathematik, 119(3), 325-336. Lien externe
Campeau, L.-P., & Gamache, M. (2022). Short- and medium-term optimization of underground mine planning using constraint programming. Constraints, 27(4), 414-431. Lien externe
Cano, J., Pagès, G., Chaumette, É., & Le Ny, J. (2022). Clock and Power-Induced Bias Correction for UWB Time-of-Flight Measurements. IEEE Robotics and Automation Letters, 7(2), 2431-2438. Lien externe
Coelho, E. P. R., Alves, R. J. M., Paiva, M. H. M., Rocha, H. R. O., Caporossi, G., & Segatto, M. E. V. (2022). Topological multi-contingency screening based on current flow betweenness. Electric Power Systems Research, 203, 107609. Lien externe
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2022). Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds. Journal of Heuristics, 28(4), 539-582. Lien externe
Costa, L., Contardo, C., Desaulniers, G., & Yarkony, J. (2022). Stabilized Column Generation Via the Dynamic Separation of Aggregated Rows. INFORMS Journal on Computing, 34(2), 1141-1156. Lien externe
Degue, K. H., & Le Ny, J. (2022). Cooperative Differentially Private LQG Control with Measurement Aggregation. IEEE Control Systems Letters, 7, 1093-1098. Lien externe
Degue, K. H., Le Ny, J., & Efimov, D. (2022). Stealthy attacks and attack-resilient interval observers. Automatica, 146, 10 pages. Lien externe
Dzahini, K. J. (2022). Expected complexity analysis of stochastic direct-search. Computational Optimization and Applications, 81(1), 179-200. Lien externe
Dzahini, K. J., Kokkolaras, M., & Le Digabel, S. (2022). Constrained stochastic blackbox optimization using a progressive barrier and probabilistic estimates. Mathematical Programming, 198(1), 675-732. Lien externe
Foutlane, O., El Hallaoui, I., & Hansen, P. (2022). Distributed Integral Column Generation for Set Partitioning Problems. Operations Research Forum, 3(2), 22 pages. Lien externe
Hajlaoui, Y., Jaoua, A., & Layeb, S. B. (2022). Deep reinforcement learning for solving the single container loading problem. Engineering Optimization, 55(4), 668-684. Lien externe
Jungwirth, A., Desaulniers, G., Frey, M., & Kolisch, R. (2022). Exact Branch-Price-and-Cut for a Hospital Therapist Scheduling Problem with Flexible Service Locations and Time-Dependent Location Capacity. INFORMS Journal on Computing, 34(2), 1157-1175. Lien externe
Lakhmiri, D., & Le Digabel, S. (2022). Use of Static Surrogates in Hyperparameter Optimization. Operations Research Forum, 3(1). Lien externe
Lakhmiri, D., Alimo, R., & Le Digabel, S. (2022). Anomaly detection for data accountability of Mars telemetry data. Expert Systems With Applications, 189, 116060. Lien externe
Lam, E., Desaulniers, G., & Stuckey, P. J. (2022). Branch-and-cut-and-price for the Electric Vehicle Routing Problem with Time Windows, Piecewise-Linear Recharging and Capacitated Recharging Stations. Computers & Operations Research, 145, 16 pages. Lien externe
Lesage-Landry, A., & Callaway, D. S. (2022). Batch reinforcement learning for network-safe demand response in unknown electric grids. Electric Power Systems Research, 212, 108375 (7 pages). Lien externe
Mhamedi, T., Andersson, H., Cherkesly, M., & Desaulniers, G. (2022). A Branch-Price-and-Cut Algorithm for the Two-Echelon Vehicle Routing Problem with Time Windows. Transportation Science, 56(1), 245-264. Lien externe
Migot, T., Orban, D., & Siqueira, A. S. (2022). DCISolver.jl: A Julia Solver for Nonlinear Optimization using Dynamic Control of Infeasibility. Journal of Open Source Software, 7(70), 4 pages. Lien externe
Migot, T., Orban, D., & Soares Siqueira, A. (2022). PDENLP models.jl : an NLP model API for optimization problems with PDE-constraints. Journal of Open Source Software, 5 pages. Disponible
Ojand, K., & Dagdougui, H. (2022). Q-Learning-Based Model Predictive Control for Energy Management in Residential Aggregator. IEEE Transactions on Automation Science and Engineering, 19(1), 70-81. 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
Rezaei, E., Dagdougui, H., & Rezaei, M. (2022). Distributed Stochastic Model Predictive Control for Peak Load Limiting in Networked Microgrids with Building Thermal Dynamics. IEEE Transactions on Smart Grid, 13(3), 2038-2049. Lien externe
Rimele, A., Gamache, M., Gendreau, M., Grangier, P., & Rousseau, L.-M. (2022). Robotic mobile fulfillment systems: a mathematical modelling framework for e-commerce applications. International Journal of Production Research, 60(11), 3589-3605. Lien externe
Rocha, D., Aloise, D., Aloise, D. J., & Contardo, C. (2022). Visual attractiveness in vehicle routing via bi-objective optimization. Computers & Operations Research, 137, 105507 (14 pages). Disponible
Salhab, R., Le Ny, J., Malhamé, R. P., & Zaccour, G. (2022). Dynamic marketing policies with rating-sensitive consumers: A mean-field games approach. European Journal of Operational Research, 299(3), 1079-1093. Lien externe
Skalnes, J., Andersson, H., Desaulniers, G., & Stalhane, M. (2022). An improved formulation for the inventory routing problem with time-varying demands. European Journal of Operational Research, 302(3), 1189-1201. Lien externe
Tahir, A., Desaulniers, G., & El Hallaoui, I. (2022). Integral column generation for set partitioning problems with side constraints. INFORMS Journal on Computing, 34(4), 2313-2331. Lien externe
Yu, Q., Adulyasak, Y., Rousseau, L.-M., Zhu, N., & Ma, S. (2022). Team Orienteering with Time-Varying Profit. INFORMS Journal on Computing, 34(1), 262-280. Lien externe
Aalian, Y., Gamache, M., & Pesant, G. (2022). Short-term underground mine planning with uncertain activity durations using constraint programming. (Rapport technique n° G-2022-44). Lien externe
Aravkin, A., Baraldi, R., & Orban, D. (2022). A Levenberg-Marquardt method for nonsmooth regularized least squares. (Rapport technique n° G-2022-58). Lien externe
Audet, C., Bigeon, J., Couderc, R., & Kokkolaras, M. (2022). Risk-adverse optimization by Conditional Value-at-Risk and stochastic approximation. (Rapport technique n° G-2022-04). Lien externe
Audet, C., Bouchet, P.-Y., & Bourdin, L. (2022). Erratum: Counterexample and an additional revealing poll step for a result of "Analysis of direct searches for discontinuous functions". (Rapport technique n° G-2022-56). Lien externe
Audet, C., Hallé-Hannan, E., & Le Digabel, S. (2022). A general mathematical framework for constrained mixed-variable blackbox optimization problems with meta and categorical variables. (Rapport technique n° G-2022-11). Lien externe
Bigeon, J., Le Digabel, S., & Salomon, L. (2022). Handling of constraints in multiobjective blackbox optimization. (Rapport technique n° G-2022-10). Lien externe
Cano, J. M., Pagès, G., Chaumette, É., & Le Ny, J. (2022). Optimal localizability criterion for positioning with distance-deteriorated relative measurements. (Rapport technique n° G-2022-32). Lien externe
Cossette, C. C., Shalaby, M., Saussié, D., Le Ny, J., & Forbes, J. R. (2022). Optimal multi-robot formations for relative pose estimation using range measurements. (Rapport technique n° G-2022-57). Lien externe
Daadaa, M., Séguin, S., Anjos, M. F., & Demeester, K. (2022). Quantifying the impact of scenario tree generation methods on the solution of the short-term hydroscheduling problem. (Rapport technique n° G-2022-47). Lien externe
Er Raqabi, E. M., Himmich, I., El Hachemi, N., El Hallaoui, I., & Soumis, F. (2022). Incremental LNS framework for integrated production, inventory, and vessel scheduling: Application to a global supply chain. (Rapport technique n° G-2022-54). Lien externe
Faria Pires Gama Rocha, M., Anjos, M. F., & Gendreau, M. (2022). Optimal planning of preventive maintenance tasks on power transmission systems. (Rapport technique n° G-2022-06). Lien externe
Hertz, A., Bonte, S., Devillez, G., & Mélot, H. (2022). The average size of maximal matchings in graphs. (Rapport technique n° G-2022-13). 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
Huang, N., Dai, Y.-D., Orban, D., & Saunders, M. A. (2022). On GSOR, the generalized successive overrelaxation method for double saddle-point problems. (Rapport technique n° G-2022-35). Lien externe
Huang, N., Dai, Y.-D., Orban, D., & Saunders, M. A. (2022). A semi-conjugate gradient method for solving unsymmetric positive definite linear systems. (Rapport technique n° G-2022-25). Lien externe
Lakhmiri, D., Orban, D., & Lodi, A. (2022). A stochastic proximal method for nonsmooth regularized finite sum optimization. (Rapport technique n° G-2022-27). Lien externe
Lesage-Landry, A., & Callaway, D. S. (2022). Approximated multi-agent fitted Q iteration. (Rapport technique n° G-2022-02). Lien externe
Lesage-Landry, A., & Callaway, D. S. (2022). Batch reinforcement learning for network-safe demand response in unknown electric grids. (Rapport technique n° G-2021-55). Lien externe
Lesage-Landry, A., Pellerin, F., Taylor, J. A., & Callaway, D. (2022). Optimally scheduling public safety power shutoffs. (Rapport technique n° G-2022-09). Lien externe
Li, F., Kocar, I., & Lesage-Landry, A. (2022). Rapid method for impact analysis of grid-edge technologies on power distribution networks. (Rapport technique n° 2022-45). Lien externe
Lupien, J.-L., & Lesage-Landry, A. (2022). Online Newton's method with linear time-varying equality constraints. (Rapport technique n° G-2022-49). Lien externe
Marcotte, O., Quesnel, F., Carreau, J., Schulz, J., Blondin Massé, A., Lindstrom, M. R., Meurs, M.-J., Hertz, A., Aflaki, G., Plante, J.-F., Tafolong, E., & Gervais-Dubé, M. (2022). Comptes rendus du douzième atelier de résolution de problèmes industriels de Montréal, 22-26 août 2022 / Proceedings of the twelfth Montréal industrial problem solving workshop, August 22-26, 2022. (Rapport technique n° G-2022-63). Lien externe
Migot, T., Orban, D., & Soares Siquiera, A. (2022). PDENLPModels.jl: An NLPModel API for optimization problems with PDE-constraints. (Rapport technique n° G-2022-42). Lien externe
Orban, D. (2022). Computing a sparse projection into a box. (Rapport technique n° G-2022-12). Lien externe
Pereira, P., Courtade, E., Aloise, D., Quesnel, F., Soumis, F., & Yaakoubi, Y. (2022). Learning to branch for the crew pairing problem. (Rapport technique n° G-2022-31). Lien externe
Rastgar Amini, F., Contardo, C., Desaulniers, G., & Gasse, M. (2022). Learning to enumerate shifts for large-scale flexible personnel scheduling problems. (Rapport technique n° G-2022-29). Lien externe
Ricard, L., Desaulniers, G., Lodi, A., & Rousseau, L.-M. (2022). Increasing schedule reliability in the multi-depot vehicle scheduling problem with stochastic travel time. (Rapport technique n° 2022-30). Lien externe
Rocha, C., de Sousa Pessoa, B. J., Aloise, D., & dos Anjos Formiga Cabral, L. (2022). An efficient implementation of a VNS heuristic for the weighted fair sequences problem. (Rapport technique n° G-2022-05). Lien externe
Ton, K., Aloise, D., & Contardo, C. (2022). On removing diverse data for training machine learning models. (Rapport technique n° G-2022-38). Lien externe
Tuval, N., Hertz, A., & Kuflik, T. (2022). Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs. (Rapport technique n° G-2022-55). Lien externe
Audet, C., Le Digabel, S., Salomon, L., & Tribes, C. (juin 2022). Constrained blackbox optimization with the NOMAD solver on the COCO constrained test suite [Communication écrite]. Genetic and Evolutionary Computation Conference Companion (GECCO 2022), Boston, Massachusetts, USA. Lien externe
Cano, J., Chauffaut, C., Chaumette, E., Pagès, G., & Le Ny, J. (octobre 2022). Maintaining Robot Localizability with Bayesian Cramer-Rao Lower Bounds [Communication écrite]. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, Japan. Lien externe
Cano, J., Pagès, G., Chaumette, É., & Le Ny, J. (octobre 2022). Optimal Localizability Criterion for Positioning with Distance-Deteriorated Relative Measurements [Communication écrite]. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, Japan. Lien externe
Garroussi, Z., Badirou, A. W., D'Amours, M., Girard, A., & Sanso, B. (octobre 2022). Multiobjective optimal sizing and energy planning in green cellular base stations [Communication écrite]. IEEE Future Networks World Forum (FNWF 2022), Montreal, Qc, Canada. Lien externe
Kojtych, S., Nyssen, F., Audet, C., & Batailly, A. (juin 2022). Methodology for the Redesign of Compressor Blades Undergoing Nonlinear Structural Interactions: Application to Blade-Tip/Casing Contacts [Communication écrite]. ASME Turbo Expo 2022: Turbomachinery Technical Conference and Exposition (GT 2022), Rotterdam, Netherlands (12 pages). Lien externe
Monnet, D., Goldsztejn, A., Plestan, F., & Audet, C. (décembre 2022). Second order sliding mode twisting controller tuning based on two-level optimization process [Communication écrite]. IEEE 61st Conference on Decision and Control (CDC 2022), Cancun, MEXICO. Lien externe
Audet, C. (2022). Blackbox Optimization. Dans Pardalos, P. M., & Prokopyev, O. A. (édit.), Encyclopedia of Optimization (p. 1-6). Lien externe
