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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. External link
Alarie, S., Audet, C., Diago Martinez, M., Le Digabel, S., & Lebeuf, X. (2023). Hierarchically constrained multi-fidelity blackbox optimization. (Technical Report n° G-2023-66). External link
Alarie, S., Audet, C., Jacquot, P., & Le Digabel, S. (2022). Hierarchically constrained blackbox optimization. Operations Research Letters, 50(4), 446-451. External link
Alarie, S., Audet, C., Jacquot, P., & Le Digabel, S. (2021). Hierarchically constrained blackbox optimization. (Technical Report n° G-2021-65). External link
Alarie, S., Audet, C., Bouchet, P.-Y., & Le Digabel, S. (2021). Optimization of stochastic blackboxes with adaptive precision. SIAM Journal on Optimization, 31(4), 3127-3156. External link
Alarie, S., Audet, C., Gheribi, A. E., Kokkolaras, M., & Le Digabel, S. (2021). Two decades of blackbox optimization applications. EURO Journal on Computational Optimization, 9, 100011 (13 pages). External link
Alarie, S., Audet, C., Gheribi, A. E., Kokkolaras, M., & Le Digabel, S. (2020). Two decades of blackbox optimization applications. (Technical Report n° G-2020-58). External link
Bigeon, E., Gagnon, M., Alarie, S., Tahan, A., & Gamache, M. (2020). Long-term influence of priority order of short-term unit commitment in a complex hydroelectric system. (Technical Report n° G-2020-26). External link
Alarie, S., Audet, C., Bouchet, P.-Y., & Le Digabel, S. (2019). Optimization of noisy blackboxes with adaptive precision. (Technical Report n° G-2019-84). External link
Huot, P.-L., Poulin, A., Audet, C., & Alarie, S. (2019). Low-cost and representative surrogate hydrological models. Part I - Construction of surrogates. (Technical Report n° G-2019-07). External link
Huot, P.-L., Poulin, A., Audet, C., & Alarie, S. (2019). Low-cost and representative surrogate hydrological models. Part II - Use within calibration frameworks. (Technical Report n° G-2019-08). External link
Huot, P.-L., Poulin, A., Audet, C., & Alarie, S. (2019). A hybrid optimization approach for efficient calibration of computationally intensive hydrological models. Hydrological Sciences Journal, 64(10), 1204-1222. External link
Alarie, S., Amaioua, N., Audet, C., Le Digabel, S., & Leclaire, L.-A. (2018). Selection of variables in parallel space decomposition for the mesh adaptive. (Technical Report n° G-2018-38). External link
Huot, P.-L., Poulin, A., Audet, C., & Alarie, S. (2017). A hybrid optimization approach for efficient calibration of computationally intensive hydrological models. (Technical Report n° G-2017-56). External link
Alarie, S., Audet, C., Garnier, V., Le Digabel, S., & Leclaire, L.-A. (2013). Snow Water Equivalent Estimation Using Blackbox Optimization. Pacific Journal of Optimization, 9(1), 1-21. External link
Alarie, S., & Gamache, M. (2002). Overview of Solution Strategies Used in Truck Dispatching Systems for Open Pit Mines. International Journal of Surface Mining, Reclamation and Environment, 16(1), 59-76. External link
Alarie, S., Audet, C., Jaumard, B., & Savard, G. (2001). Concavity Cuts for Disjoint Bilinear Programming. Mathematical Programming, 90(2), 373-398. External link
Alarie, S., Audet, C., Jaumard, B., & Savard, G. (1999). Concavity Cuts for Disjoint Bilinear Programming. (Technical Report n° G-99-38). External link
Alarie, S. (1997). Un algorithme primal de génération de colonnes pour le problème du p-Centre-Somme [Master's thesis, École Polytechnique de Montréal]. Available
