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Thio, N. A., Audet, C., Diago Martinez, M., Gheribi, A. E., Le Digabel, S., Lebeuf, X., Lemyre-Garneau, M., & Tribes, C. (2024). solar: A solar thermal power plant simulator for blackbox optimization benchmarking. (Rapport technique n° G-2024-37). Lien externe
Tribes, C., Benarroch-Lelong, S., Peng, L., & Kobyzev, I. (2024). Hyperparameter optimization for Large Language Model instruction-tuning. (Rapport technique n° G-2023-62). 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., 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
Lakhmiri, D., Le Digabel, S., & Tribes, C. (2021). HyperNOMAD: Hyperparameter Optimization of Deep Neural Networks Using Mesh Adaptive Direct Search. ACM Transactions on Mathematical Software, 47(3), 1-27. Lien externe
Audet, C., Côté, P., Poissant, C., & Tribes, C. (2020). Monotonic grey box direct search optimization. Optimization Letters, 14(1), 3-18. Lien externe
Audet, C., Le Digabel, S., & Tribes, C. (2019). The mesh adaptive direct search algorithm for granular and discrete variables. SIAM Journal on Optimization, 29(2), 1164-1189. Lien externe
Audet, C., & Tribes, C. (2018). Mesh-based Nelder-Mead algorithm for inequality constrained optimization. Computational Optimization and Applications, 71(2), 331-352. Lien externe
Audet, C., Ihaddadene, A., Le Digabel, S., & Tribes, C. (2018). Robust optimization of noisy blackbox problems using the Mesh Adaptive Direct Search algorithm. Optimization Letters, 12(4), 675-689. Lien externe
Bahrami, S., Khelghatibana, M., Tribes, C., Yi Lo, S., von Fellenberg, S., Trépanier, J.-Y., & Guibault, F. (2017). Application of a territorial-based filtering algorithm in turbomachinery blade design optimization. Engineering Optimization, 49(2), 216-234. Lien externe
Audet, C., Le Digabel, S., & Tribes, C. (2016). Dynamic scaling in the mesh adaptive direct search algorithm for blackbox optimization. Optimization and Engineering, 17(2), 333-358. Lien externe
Gariépy, M., Malouin, B., Tribes, C., & Trépanier, J.-Y. (janvier 2015). Direct Search Airfoil Optimization Using Far-Field Drag Decomposition Results [Communication écrite]. 53rd AIAA Aerospace Sciences Meeting, Kissimmee, Florida (21 pages). Lien externe
Couturier, P. J., Tribes, C., & Trépanier, J.-Y. (2015). Framework for the Robust Design Optimization of an Airframe and its Engines. Journal of Aerospace Engineering, 28(2), 04014071 (10 pages). Lien externe
Bahrami, S., Tribes, C., Fellenberg, S. , Vu, T. C., & Guibault, F. (2015). Physics-based Surrogate Optimization of Francis Turbine Runner Blades, Using Mesh Adaptive Direct Search and Evolutionary Algorithms. International Journal of Fluid Machinery and Systems, 8(3), 209-219. Lien externe
Demers, É., Tribes, C., & Guibault, F. (2015). A selective eraser of curvature extrema for B-spline curves. Computers and Graphics (Pergamon), 51, 35-42. Lien externe
Demers, É., Guibault, F., & Tribes, C. (juin 2014). Symbolic computation of equi-affine evolute for plane B-spline curves [Communication écrite]. 8th International Conference on Curves and Surfaces, Paris, France. Lien externe
Naz, S., Tribes, C., Trépanier, J.-Y., Nichols, J., & Petro, E. (novembre 2014). Multi-disciplinary design optimization of transonic fan blade design using analytical target cascading [Communication écrite]. ASME International Mechanical Engineering Congress & Exposition (IMECE 2014), Montréal, Québec (11 pages). Lien externe
Khelghatibana, M., Trépanier, J.-Y., Tribes, C., & Nichols, J. (novembre 2014). Multi-objective and multi-point aerodynamic optimization of transonic fan blades [Communication écrite]. ASME International Mechanical Engineering Congress & Exposition (IMECE 2014), Montréal, Québec (10 pages). Lien externe
Audet, C., Ianni, A., Le Digabel, S., & Tribes, C. (2014). Reducing the number of function evaluations in mesh adaptive direct search algorithms. SIAM Journal on Optimization, 24(2), 621-642. Lien externe
Bahrami, S., Tribes, C., Devals, C., Vu, T. C., & Guibault, F. (juillet 2013). Multi-Objective optimization of runner blades using a multi-fidelity algorithm [Communication écrite]. ASME Power Conference, Boston, MA. Lien externe
Brenner, M. W., Trépanier, J.-Y., Tribes, C., & Petro, E. (septembre 2012). Conceptual Design Framework for Blended Wing Body Aircraft [Communication écrite]. 12th AIAA Aviation Technology, Integration and Operations Conference (ATIO 2012) and 14th AIAA/ISSM, Indianapolis, Indiana. Lien externe
Dominique, S., Trépanier, J.-Y., & Tribes, C. (2012). GATE: A genetic algorithm designed for expensive cost functions. International Journal of Mathematical Modelling and Numerical Optimisation, 3(1-2), 5-29. Lien externe
Tribes, C., Guibault, F., Farinas, M.-I., Dubé, J.-F., Murry, N., Vu, T. C., & Demers, É. (octobre 2008). Combining optimization techniques and conventional engineering practices to design francis runners [Communication écrite]. 24th IAHR Symposium on Hydraulic Machinery and Systems, Foz do Iguacu, Brazil. Non disponible
Giammichele, N., Trépanier, J.-Y., & Tribes, C. (avril 2007). Airfoil generation and optimization using multiresolution B-spline control with geometrical constraints [Communication écrite]. 48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Waikiki, HI, United States. Lien externe
Bourgeois, J., Trépanier, J.-Y., Guibault, F., & Tribes, C. (janvier 2007). Characterizing global behaviour of approximation functions [Communication écrite]. 45th AIAA Aerospace Sciences Meeting, Reno, NV, United States. Lien externe
Dallaire, J., Tribes, C., & Trépanier, J.-Y. (avril 2007). Flexible transonic wing design optimization with discipline-oriented decompositions [Communication écrite]. 48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Waikiki, HI, United States. Lien externe
Gloukhov, R., Tribes, C., Trépanier, J.-Y., & Ozell, B. (janvier 2007). Towards web standards-based MDA and MDO [Communication écrite]. 45th AIAA Aerospace Sciences Meeting, Reno, NV, United States. Lien externe
Walch, D., Trépanier, J.-Y., Tribes, C., & Turcotte, J. (mai 2007). A variable selection based on sensitivity analysis for MDO [Communication écrite]. ASME Gas Turbine Technical Congress & Exposition (GT 2007), Montréal, Québec (9 pages). Non disponible
Painchaud-Ouellet, S., Tribes, C., Trépanier, J.-Y., & Pelletier, D. (2006). Airfoil shape optimization using a nonuniform rational B-splines parameterization under thickness constraint. AIAA Journal, 44(10), 2170-2178. Lien externe
Tribes, C., & Trépanier, J.-Y. (septembre 2006). Distributed optimizations using optimal solution sensitivity [Communication écrite]. 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Portsmouth, VA, United States. Lien externe
Poueymirou-Bouchet, D., Tribes, C., & Trépanier, J.-Y. A Nurbs-Based Shape Optimization Method for Hydraulic Turbine Stay Vane [Communication écrite]. Computational Fluid Dynamics. Lien externe
Marduel, X., Tribes, C., & Trépanier, J.-Y. (2006). Variable-fidelity optimization: Efficiency and robustness. Optimization and Engineering, 7(4), 479-500. Lien externe
Tribes, C., Dube, J.-F., & Trépanier, J.-Y. (2005). Decomposition of multidisciplinary optimization problems: Formulations and application to a simplified wing design. Engineering Optimization, 37(8), 775-796. Lien externe
Prado, P., Panchenko, Y., Trépanier, J.-Y., & Tribes, C. (juin 2005). Preliminary multidisciplinary design optimization system : A software solution for early gas turbine conception [Communication écrite]. ASME Turbo Expo, Reno-Tahoe, NV. Lien externe
Painchaud-Ouellet, S., Tribes, C., Trépanier, J.-Y., & Pelletier, D. (janvier 2004). Airfoil Shape Optimization Using NURBS Representation Under Thickness Constraint [Communication écrite]. 42nd AIAA Aerospace Sciences Meeting and Exhibit, Reno, Nevada. Lien externe
Tribes, C., Dubé, J.-F., & Trépanier, J.-Y. (août 2004). Decomposition of Multidisciplinary Optimization Problem: Formulations and Application to a Simplified Wing Design [Communication écrite]. 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Albany, New York, USA. Lien externe
Labbé, P., Guibault, F., Dompierre, J., Tribes, C., Vallet, M.-G., & Trépanier, J.-Y. (janvier 2002). Pirate - Towards a STEP compliant MDO environnement [Communication écrite]. 40th AIAA Aerospace Sciences Meeting & Exhibit, Reno, NV, USA. Lien externe
