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Charles AudetDepartment of Mathematics and Industrial Engineering
Profile in the Directory of Experts of Polytechnique Montréal
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Audet, C., Hare, W., & Tribes, C. (2026). A summary of benchmarking constrained, multi-objective and surrogate-assisted optimization methods. Optimization Letters, 20 pages. External link
Alarie, S., Audet, C., Diago, M., Le Digabel, S., & Lebeuf, X. (2026). Multi-fidelity constraints in blackbox optimization. (Technical Report n° G-2026-01). External link
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. External link
Audet, C. (2025). Optimal sorting with comparisons involving three elements. (Technical Report n° G-2025-54). External link
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. (Technical Report n° G-2025-42). External link
Audet, C., Hare, W., & Tribes, C. (2025). Benchmarking constrained, multi-objective and surrogate-assisted derivative-free optimization methods. (Technical Report n° G-2025-36). External link
Audet, C., Gervais-Dubé, M., Hertz, A., Le Digabel, S., & Legrain, A. (2025). Scheduling ISMP 2024. (Technical Report n° G-2025-35). External link
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. External link
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
Audet, C., Hare, W., & Jarry-Bolduc, G. (2025). The cosine measure relative to a subspace. Computational Optimization and Applications, 29 pages. External link
Audet, C., Bouchet, P.-Y., & Bourdin, L. (2024). Convergence towards a local minimum by direct search methods with a covering step. Optimization Letters, -. External link
Audet, C., Bouchet, P.-Y., & Bourdin, L. (2024). Counterexample and an additional revealing poll step for a result of “analysis of direct searches for discontinuous functions". Mathematical Programming, 208(1-2), 411-424. External link
Audet, C., Hare, W., & Jarry-Bolduc, G. (2024). The cosine measure relative to a subspace. (Technical Report n° G-2024-07). 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
Audet, C., Bigeon, J., Couderc, R., & Kokkolaras, M. (2023). Risk averse constrained blackbox optimization under mixed aleatory/epistemic uncertainties. (Technical Report n° G-2023-46). External link
Audet, C., Bigeon, J., Couderc, R., & Kokkolaras, M. (2023). Sequential stochastic blackbox optimization with zeroth-order gradient estimators. AIMS Mathematics, 8(11), 25922-25956. Available
Audet, C., Bigeon, J., Couderc, R., & Kokkolaras, M. (2023). Sequential stochastic blackbox optimization with zeroth order gradient estimator. (Technical Report n° G-2023-16). External link
Audet, C., Hallé-Hannan, E., & Le Digabel, S. (2023). A General Mathematical Framework for Constrained Mixed-variable Blackbox Optimization Problems with Meta and Categorical Variables. Operations Research Forum, 4(1), 37 pages. External link
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". (Technical Report n° G-2022-56). External link
Audet, C. (2022). Blackbox Optimization. In Pardalos, P. M., & Prokopyev, O. A. (eds.), Encyclopedia of Optimization (pp. 1-6). External link
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. (Technical Report n° G-2022-11). External link
Audet, C., Messine, F., & Ninin, J. (2022). Correction to: Numerical certification of Pareto optimality for biobjective nonlinear problems. Journal of Global Optimization, 83, 909-910. External link
Audet, C., Bigeon, J., Couderc, R., & Kokkolaras, M. (2022). Risk-adverse optimization by Conditional Value-at-Risk and stochastic approximation. (Technical Report n° G-2022-04). External link
Audet, C., Messine, F., & Ninin, J. (2022). Numerical certification of Pareto optimality for biobjective nonlinear problems. Journal of Global Optimization, 83, 891-908. External link
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. External link
Audet, C., Le Digabel, S., Salomon, L., & Tribes, C. (2022, June). Constrained blackbox optimization with the NOMAD solver on the COCO constrained test suite [Paper]. Genetic and Evolutionary Computation Conference Companion (GECCO 2022), Boston, Massachusetts, USA. External link
Audet, C., Batailly, A., & Kojtych, S. (2022). Escaping Unknown Discontinuous Regions in Blackbox Optimization. SIAM Journal on Optimization, 32(3), 1843-1870. 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
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. External link
Audet, C., Bouchet, P.-Y., & Bourdin, L. (2021). A derivative-free approach to optimal control problems with a piecewise constant Mayer cost function. (Technical Report n° G-2021-63). 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., Gheribi, A. E., Kokkolaras, M., & Le Digabel, S. (2021). Two decades of blackbox optimization applications. EURO Journal on Computational Optimization, 9, 100011 (13 pages). Available
Audet, C. (2021). Optimisation continue. External link
Audet, C. (2021). Blackbox optimization. (Technical Report n° G-2021-35). External link
Audet, C., Le Digabel, S., & Saltet, R. (2021). Quantifying uncertainty with ensembles of surrogates for blackbox optimization. (Technical Report n° 2021-37). External link
Audet, C., Le Digabel, S., Rochon Montplaisir, V., & Tribes, C. (2021). NOMAD version 4: Nonlinear optimization with the MADS algorithm. (Technical Report n° G-2021-23). External link
Audet, C., Bigeon, J., & Couderc, R. (2021). Combining Cross-Entropy and MADS Methods for Inequality Constrained Global Optimization. Operations Research Forum, 2(3), 26 pages. 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
Audet, C., Bigeon, J., Cartier, D., Le Digabel, S., & Salomon, L. (2021). Performance indicators in multiobjective optimization. European Journal of Operational Research, 292(2), 397-422. External link
Audet, C., Dzahini, K. J., Kokkolaras, M., & Le Digabel, S. (2021). Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates. Computational Optimization and Applications, 79(1), 1-34. External link
Audet, C., Bigeon, J., & Couderc, R. (2020). Combining Cross Entropy and MADS methods for inequality constrained optimization. (Technical Report n° G-2020-59). 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
Audet, C., Batailly, A., & Kojtych, S. (2020). Escaping unknown discontinuous regions in blackbox optimization. (Technical Report n° G-2020-46). External link
Audet, C., Messine, F., & Ninin, J. (2020). Numerical certification of Pareto optimality for biobjective nonlinear problems. (Technical Report n° G-2020-01). External link
Audet, C., Caporossi, G., & Jacquet, S. (2020). Binary, unrelaxable and hidden constraints in blackbox optimization. Operations Research Letters, 48(4), 467-471. External link
Audet, C., Caporossi, G., & Jacquet, S. (2020). Constraint scaling in the mesh adaptive direct search algorithm. Pacific Journal of Optimization, 16, 595-610. External link
Audet, C., & Hare, W. (2020). Model-Based Methods in Derivative-Free Nonsmooth Optimization. In Numerical Nonsmooth Optimization: State of the Art Algorithms (pp. 655-691). External link
Audet, C., Côté, P., Poissant, C., & Tribes, C. (2020). Monotonic grey box direct search optimization. Optimization Letters, 14(1), 3-18. External link
Audet, C., Hansen, P., & Svrtan, D. (2020). Using symbolic calculations to determine largest small polygons. Journal of Global Optimization, 81(1), 261-268. 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
Audet, C., Caporossi, G., & Jacquet, S. (2019). Binary, unrelaxable and hidden constraints in blackbox optimization. (Technical Report n° G-2019-76). External link
Audet, C., Dzahini, K. J., Kokkolaras, M., & Le Digabel, S. (2019). StoMADS: Stochastic blackbox optimization using probabilistic estimates. (Technical Report n° G-2019-30). External link
Audet, C., Caporossi, G., & Jacquet, S. (2019). Constraint scaling in the Mesh Adaptative Direct Search algorithm. (Technical Report n° G-2019-65). External link
Audet, C., Hansen, P., & Svrtan, D. (2019). Using symbolic calculations to determine largest small polygons. (Technical Report n° G-2019-57). External link
Audet, C., & Côté-Massicotte, J. (2019). Dynamic improvements of static surrogates in direct search optimization. (Technical Report n° G-2019-10). External link
Audet, C., Côté, P., Poissant, C., & Tribes, C. (2019). Monotonic grey box optimization. (Technical Report n° G-2019-15). External link
Audet, C., & Côté-Massicotte, J. (2019). Dynamic improvements of static surrogates in direct search optimization. Optimization Letters, 13(6), 1433-1447. External link
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. External link
Audet, C., Bigeon, J., Cartier, D., Le Digabel, S., & Salomon, L. (2018). Performance indicators in multiobjective optimization. (Technical Report n° G-2018-90). 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
Audet, C., & Hare, W. (2018). Model-based methods in derivative-free nonsmooth optimization. (Technical Report n° G-2018-34). External link
Audet, C., Le Digabel, S., & Tribes, C. (2018). The mesh adaptive direct search algorithm for granular and discrete variables. (Technical Report n° G-2018-16). External link
Audet, C., Kokkolaras, M., Le Digabel, S., & Talgorn, B. (2018). Order-based error for managing ensembles of surrogates in derivative-free optimization. (Technical Report n° G-2016-36). External link
Audet, C., & Hare, W. (2018). Algorithmic construction of the subdifferential from directional derivatives. Set-Valued and Variational Analysis, 26(3), 431-447. External link
Amaioua, N., Audet, C., Conn, A. R., & Le Digabel, S. (2018). Efficient solution of quadratically constrained quadratic subproblems within the mesh adaptive direct search algorithm. European Journal of Operational Research, 268(1), 13-24. External link
Audet, C., & Tribes, C. (2018). Mesh-based Nelder-Mead algorithm for inequality constrained optimization. Computational Optimization and Applications, 71(2), 331-352. External link
Audet, C., Kokkolaras, M., Le Digabel, S., & Talgorn, B. (2018). Order-based error for managing ensembles of surrogates in mesh adaptive direct search. Journal of Global Optimization, 70(3), 645-675. External link
Audet, C., Conn, A. R., Le Digabel, S., & Peyrega, M. (2018). A progressive barrier derivative-free trust-region algorithm for constrained optimization. Computational Optimization and Applications, 71(2), 307-329. External link
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. External link
Audet, C. (2018). Tuning Runge-Kutta parameters on a family of ordinary differential equations. International Journal of Mathematical Modelling and Numerical Optimisation, 8(3). External link
Audet, C., & Tribes, C. (2017). Mesh-based Nelder-Mead algorithm for inequality constrained optimization. (Technical Report n° G-2017-90). External link
Audet, C. (2017). Tuning Runge-Kutta parameters on a family of ordinary differential equations. (Technical Report n° G-2017-18). External link
Audet, C., & Hare, W. (2017). Derivative-Free and Blackbox Optimization. External link
Audet, C. (2017). Maximal Area of Equilateral Small Polygons. American Mathematical Monthly, 124(2), 175-178. External link
Audet, C., & Hare, W. (2017). Mesh Adaptive Direct Search. In Derivative-Free and Blackbox Optimization (pp. 135-156). External link
Audet, C., & Hare, W. (2017). Model-Based Descent. In Derivative-Free and Blackbox Optimization (pp. 183-200). External link
Amaioua, N., Audet, C., Conn, A. R., & Le Digabel, S. (2016). Efficient solution of quadratically constrained quadratic subproblems within a direct-search algorithm. (Technical Report n° G-2016-45). External link
Audet, C., Le Digabel, S., & Peyrega, M. (2016). A derivative-free trust-region augmented Lagrangian algorithm. (Technical Report n° G-2016-53). External link
Audet, C., Ihaddadene, A., Le Digabel, S., & Tribes, C. (2016). Robust optimization of noisy blackbox problems using the Mesh Adaptive Direct Search algorithm. (Technical Report n° G-2016-55). External link
Audet, C., Conn, A. R., Le Digabel, S., & Peyrega, M. (2016). A progressive barrier derivative-free trust-region algorithm for constrained optimization. (Technical Report n° G-2016-49). External link
Audet, C., & Hare, W. (2016). Algorithmic construction of the subdifferential from directional derivatives. (Technical Report n° G-2016-12). External link
Audet, C., & Kokkolaras, M. (2016). Blackbox and derivative-free optimization: theory, algorithms and applications. Optimization and Engineering, 17(1), 1-2. External link
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. External link
Amaioua, N., Le Digabel, S., Audet, C., & Conn, A. R. (2016, June). Efficient solution of quadratically constrained quadratic subproblems within a direct-search algorithm [Poster]. Workshop on Nonlinear Optimization Algorithms and Industrial Applications, Toronto, Ontario. Unavailable
Audet, C., Hansen, P., & Messine, F. (2016). La saga des trois octogones. Dossier Pour la science, 91(380), 20-25. External link
Audet, C. (2015). Maximal area of equilateral small polygons. (Technical Report n° G-2015-101). External link
Audet, C. (2015). A lower bound on the sum of the largest components of a nonnegative vector. (Technical Report n° G-2015-54). External link
Audet, C., Le Digabel, S., & Peyrega, M. (2015). Linear equalities in blackbox optimization. Computational Optimization and Applications, 61(1), 1-23. External link
Audet, C., Le Digabel, S., & Peyrega, M. (2014). Linear Equalities in Blackbox Optimization. (Technical Report n° G-2014-36). External link
Audet, C., Le Digabel, S., & Tribes, C. (2014). Dynamic scaling in the Mesh Adaptive Direct Search algorithm for blackbox optimization. (Technical Report n° G-2014-16). External link
Audet, C., Dang, K.-C., & Orban, D. (2014). Optimization of algorithms with OPAL. Mathematical Programming Computation, 6(3), 233-254. External link
Audet, C. (2014). Ordering 15 marbles with a three-way scale. Mathematical Gazette, 98(542), 304-316. External link
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. External link
Audet, C. (2014). A survey on direct search methods for blackbox optimization and their applications. In Mathematics without boundaries: Surveys in interdisciplinary research (pp. 31-56). External link
Adjengue, L., Audet, C., & Ben Yahia, I. (2014). A variance-based method to rank input variables of the Mesh Adaptive Direct Search algorithm. Optimization Letters, 8(5), 1599-1610. External link
Adjengue, L., Audet, C., & Ben Yahia, I. (2013). A Variance-Based Method to Rank Input Variables of the Mesh Adaptive Direct Search Algorithm. (Technical Report n° G-2013-15). External link
Audet, C. (2013). Ordering 15 Marbles with a Three-Way Scale. (Technical Report n° G-2013-05). External link
Audet, C., Dang, C. K., & Orban, D. (2013). Efficient use of parallelism in algorithmic parameter optimization applications. Optimization Letters, 7(3), 421-433. External link
Audet, C., & Ninin, J. (2013). Maximal Perimeter, Diameter and Area of Equilateral Unit-Width Convex Polygons. Journal of Global Optimization, 56(3), 1007-1016. External link
Audet, C., Le Digabel, S., Diest, K., Sweatlock, L. A., & Marthaler, D. E. (2013). Metamaterial design by mesh adaptive direct search. In Numerical methods for metamaterial design (Vol. 127, pp. 71-96). External link
Audet, C., Hansen, P., Messine, F., & Ninin, J. (2013). The Small Octagons of Maximal Width. Discrete & Computational Geometry, 49(3), 589-600. 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
Audet, C. (2012). A Survey on Direct Search Methods for Blackbox Optimization and their Applications. (Technical Report n° G-2012-53). External link
Audet, C., Ianni, A., Le Digabel, S., & Tribes, C. (2012). Reducing the Number of Function Evaluations in Mesh Adaptive Direct Search Algorithms. (Technical Report n° G-2012-43). External link
Audet, C., Hansen, P., Messine, F., & Ninin, J. (2012). The Small Octagons of Maximal Width. (Technical Report n° G-2012-22). External link
Audet, C., Dang, K.-C., & Orban, D. (2012). Optimization of Algorithms with OPAL. (Technical Report n° G-2012-08). External link
Audet, C., & Le Digabel, S. (2012). The Mesh Adaptive Direct Search Algorithm for Periodic Variables. Pacific Journal of Optimization, 8(1), 103-119. External link
Audet, C., Dennis, J. E., & Le Digabel, S. (2012). Trade-Off Studies in Blackbox Optimization. Optimization Methods & Software, 27(4-5), 613-624. External link
Alarie, S., Audet, C., Garnier, V., Le Digabel, S., & Leclaire, L.-A. (2011). Snow Water Equivalent Estimation Using Blackbox Optimization. (Technical Report n° G-2011-09). External link
Audet, C., Dang, K.-C., & Orban, D. (2011). Efficient Use of Parallelism in Algorithmic Parameter Optimization Applications. (Technical Report n° G-2011-03). External link
Audet, C., Hansen, P., & Perron, S. (2011). Remarks on solutions to a nonconvex quadratic programming test problem. Journal of Global Optimization, 50(2), 363-369. External link
Audet, C. (2011). A short proof on the cardinality of maximal positive bases. Optimization Letters, 5(1), 191-194. External link
Audet, C., Guillou, A., Hansen, P., Messine, F., & Perron, S. (2011). The small hexagon and heptagon with maximum sum of distances between vertices. Journal of Global Optimization, 49(3), 467-480. External link
Audet, C., Dennis, J. E., & Le Digabel, S. (2010). Sensitivity to Constraints in Blackbox Optimization. (Technical Report n° G-2010-49). External link
Audet, C., & Ninin, J. (2010). Maximal Perimeter, Diameter and Area of Equilateral Unit-Width Convex Polygons. (Technical Report n° G-2010-37). External link
Audet, C. (2010). A Short Proof on the Cardinality of Maximal Positive Bases. (Technical Report n° G-2010-20). External link
Audet, C., Belhaiza, S., & Hansen, P. (2010). On Proper Refinement of Bimatrix Games Extreme Nash Equilibria. (Technical Report n° G-2010-15). External link
Audet, C., Dang, K.-C., & Orban, D. (2010). Algorithmic Parameter Optimization of the DFO Method with the OPAL Framework. (Technical Report n° G-2010-02). External link
Audet, C., Belhaiza, S., & Hansen, P. (2010). A Note on Bimatrix Game Maximal Selten Subsets. (Technical Report n° G-2010-03). External link
Audet, C., Dang, C.-K., & Orban, D. (2010). Algorithmic parameter optimization of the DFO method with the OPAL framework. In Naono, K., Teranishi, K., Cavazos, J., & Suda, R. (eds.), Software Automatic Tuning: From Concepts to State-of-the-Art Results (pp. 255-274). External link
Audet, C., Hansen, P., & Messine, F. (2010). Die Geschichte von den drei kleinen Achtecken. Spektrum der wissenschaft, 60-66. External link
Audet, C., Dennis Jr., J. E., & Le Digabel, S. (2010). Globalization strategies for mesh adaptive direct search. Computational Optimization and Applications, 46(2), 193-215. External link
Audet, C., Savard, G., & Zghal, W. (2010). A mesh adaptive direct search algorithm for multiobjective optimization. European Journal of Operational Research, 204(3), 545-556. External link
Audet, C., Fournier, X., Hansen, P., & Messine, F. (2010). A Note on Diameters of Point Sets. Optimization Letters, 4(4), 585-595. External link
Audet, C., Fournier, X., Hansen, P., & Messine, F. (2009). A Note on Diameters of Point Sets. (Technical Report n° G-2009-85). External link
Audet, C., & Le Digabel, S. (2009). The Mesh Adaptive Direct Search Algorithm for Periodic Variables. (Technical Report n° G-2009-23). External link
Audet, C., Savard, G., & Zghal, W. (2009). A Mesh Adaptive Direct Search Algorithm for Multi-Objective Optimization. (Technical Report n° G-2009-13). External link
Audet, C., Hansen, P., & Messine, F. (2009). External problems for convex polygons-an update. In Lectures on global optimization (pp. 1-16). External link
Audet, C., Hansen, P., & Messine, F. (2009). Extremal problems for convex polygons - An update. In Pardalos, P. M., & Coleman, T. F. (eds.), Lectures on Global Optimization (Vol. 55, pp. 1-16). External link
Audet, C., Hansen, P., & Messine, F. (2009). Isoperimetric polygons of maximum width. Discrete & Computational Geometry, 41(1), 45-60. External link
Abramson, M. A., Audet, C., Chrissis, J. W., & Walston, J. G. (2009). Mesh adaptive direct search algorithms for mixed variable optimization. Optimization Letters, 3(1), 35-47. External link
Audet, C., Belhaiza, S., & Hansen, P. (2009). A new sequence form approach for the enumeration of all extreme nash equilibria for extensive form games. International Game Theory Review, 11(4), 437-451. External link
Abramson, M. A., Audet, C., Dennis Jr., J. E., & Le Digabel, S. (2009). Orthomads: A deterministic MADS instance with orthogonal direct ions. SIAM Journal on Optimization, 20(2), 948-966. External link
Audet, C., & Dennis Jr., J. E. (2009). A progressive barrier for derivative-free nonlinear programming. SIAM Journal on Optimization, 20(1), 445-472. External link
Audet, C., Hansen, P., & Messine, F. (2009). Ranking small regular polygons by area and by perimeter. [Классификация небольших правильных многоугольников по площади и периметру]. Journal of Applied and Industrial Mathematics, 3(1), 21-27. External link
Audet, C., Hansen, P., & Messine, F. (2009). La saga des trois petits octogones. Pour la science (380), 62-68. Unavailable
Audet, C., Hansen, P., & Messine, F. (2009). Simple Polygons of Maximum Perimeter Contained in a Unit Disk. Discrete & Computational Geometry, 41(2), 208-215. External link
Audet, C., Hansen, P., & Perron, S. (2008). Remarks on Solutions to a Nonconvex Quadratic Programming Test Problem. (Technical Report n° G-2008-88). External link
Audet, C., Dennis Jr., J. E., & Le Digabel, S. (2008). Globalization Strategies for Mesh Adaptive Direct Search. (Technical Report n° G-2008-74). External link
Audet, C., Hansen, P., & Messine, F. (2008). Simple Polygons of Maximum Perimeter Contained in a Unit Disk. (Technical Report n° G-2007-56). External link
Audet, C., Guillou, A., Hansen, P., Messine, F., & Perron, S. (2008). The Small Hexagon and Heptagon with Maximum Sum of Distances Between Vertices. (Technical Report n° G-2008-20). External link
Abramson, M. A., Audet, C., Dennis Jr., J. E., & Le Digabel, S. (2008). OrthoMADS: A Deterministic MADS Instance with Orthogonal Directions. (Technical Report n° G-2008-15). External link
Audet, C., Custódio, A. L., & Dennis, J. E. (2008). Erratum: Mesh adaptive direct search algorithms for constrained optimization. SIAM Journal on Optimization, 18(4), 1501-1503. External link
Audet, C., Hansen, P., Karam, A., Ng, C. T., & Perron, S. (2008). Exact L₂-norm plane separation. Optimization Letters, 2(4), 483-495. External link
Audet, C., Savard, G., & Zghal, W. (2008). Multiobjective Optimization Through a Series of Single-Objective Formulations. SIAM Journal on Optimization, 19(1), 188-210. External link
Audet, C., Béchard, V., & Le Digabel, S. (2008). Nonsmooth Optimization Through Mesh Adaptive Direct Search and Variable Neighborhood Search. Journal of Global Optimization, 41(2), 299-318. External link
Audet, C., Dennis Jr., J. E., & Le Digabel, S. (2008). Parallel space decomposition of the mesh adaptive direct search algorithm. SIAM Journal on Optimization, 19(3), 1150-1170. External link
Audet, C., Béchard, V., & Chaouki, J. (2008). Spent Potliner Treatment Process Optimization Using a Mads Algorithm. Optimization and Engineering, 9(2), 143-160. External link
Audet, C., Hansen, P., & Messine, F. (2007). Extremal Problems for Convex Polygons - An Update. (Technical Report n° G-2007-82). External link
Audet, C., Dennis Jr., J. E., & Le Digabel, S. (2007). Parallel Space Decomposition of the Mesh Adaptive Direct Search Algorithm. (Technical Report n° G-2007-81). External link
Audet, C., Belhaiza, S., & Hansen, P. (2007). Perfect and Proper Refinements of All Extreme Nash Equilibria for Bimatrix Games. (Technical Report n° G-2007-85). External link
Abramson, M. A., Audet, C., Chrissis, J. W., & Walston, J. G. (2007). Mesh Adaptive Direct Search Algorithms for Mixed Variable Optimization. (Technical Report n° G-2007-49). External link
Audet, C., & Dennis Jr., J. E. (2007). A MADS Algorithm with a Progressive Barrier for Derivative-Free Nonlinear Programming. (Technical Report n° G-2007-37). External link
Audet, C., Béchard, V., & Le Digabel, S. (2007). Nonsmooth Optimization through Mesh Adaptive Direct Search and Variable Neighborhood Search. (Technical Report n° G-2006-61). External link
Audet, C., Hansen, P., Karam, A., Ng, C. T., & Perron, S. (2007). Exact L₂-Norm Plane Separation. (Technical Report n° G-2007-09). External link
Audet, C., Savard, G., & Zghal, W. (2007). Multiobjective Optimization Through a Series of Single-Objective Formulations. (Technical Report n° G-2007-05). External link
Audet, C., Belhaiza, S., & Hansen, P. (2007). A New Sequence Form Approach for the Enumeration and Refinement of all Extreme Nash Equilibria for Extensive Form Games. (Technical Report n° G-2006-10). External link
Audet, C., Haddad, J., & Savard, G. (2007). Disjunctive cuts for continuous linear bilevel programming. Optimization Letters, 1(3), 259-267. External link
Audet, C., Hansen, P., & Messine, F. (2007). Extremal Problems for Convex Polygons. Journal of Global Optimization, 38(2), 163-179. External link
Abramson, M. A., Audet, C., & Dennis Jr., J. E. (2007). Filter pattern search algorithms for mixed variable constrained optimization problems. Pacific Journal of Optimization, 3(3), 477-500. External link
Audet, C., Savard, G., & Zghal, W. (2007). New Branch-and-Cut Algorithm for Bilevel Linear Programming. Journal of Optimization Theory and Applications, 134(2), 353-370. External link
Audet, C., Hansen, P., & Messine, F. (2007). The Small Octagon With Longest Perimeter. Journal of Combinatorial Theory, Series A, 114(1), 135-150. External link
Audet, C., Béchard, V., & Chaouki, J. (2006). Spent Potliner Treatment Process Optimization Using a MADS Algorithm. (Technical Report n° G-2005-16). External link
Audet, C., Hansen, P., & Messine, F. (2006). Isoperimetric Polygons of Maximal Width. (Technical Report n° G-2006-72). External link
Audet, C., Hansen, P., & Messine, F. (2006). Ranking Small Regular Polygons by Area and by Perimeter. (Technical Report n° G-2005-92). External link
Audet, C., Custódio, A. L., & Dennis, J. E. (2006). Erratum: Mesh adaptive direct search algorithms for constrained optimization. (Report n° G-2006-53). External link
Audet, C., & Dennis Jr., J. E. (2006). Mesh adaptive direct search algorithms for constrained optimization. SIAM Journal on Optimization, 17(1), 188-217. External link
Audet, C., Haddad, J., & Savard, G. (2006). Disjunctive Cuts for Continuous Linear Bilevel Programming. (Technical Report n° G-2006-12). External link
Abramson, M. A., & Audet, C. (2006). Convergence of Mesh Adaptive Direct Search to Second-Order Stationary Points. SIAM Journal on Optimization, 17(2), 606-619. External link
Audet, C., Belhaiza, S., & Hansen, P. (2006). Enumeration of all the extreme equilibria in game theory: bimatrix and polymatrix games. Journal of Optimization Theory and Applications, 129(3), 349-372. External link
Audet, C., & Orban, D. (2006). Finding Optimal Algorithmic Parameters Using Derivative-Free Optimization. SIAM Journal on Optimization, 17(3), 642-664. External link
Abramson, M. A., Audet, C., & Dennis Jr., J. E. (2006). Nonlinear programming by mesh adaptive direct searches. SIAG/Optimization Views-and-News, 17(1), 2-11. External link
Audet, C., Haddad, J., & Savard, G. (2006). A Note on the Definition of a Linear Bilevel Programming Solution. Applied Mathematics and Computation, 181(1), 351-355. External link
Audet, C., Hansen, P., & Messine, F. (2006). Quatre petits octogones. MATAPLI, 108(1), 39-75. External link
Audet, C., Hansen, P., & Messine, F. (2005). Extremal Problems for Convex Polygons. (Technical Report n° G-2005-95). External link
Audet, C., Hansen, P., & Messine, F. (2005). Quatre Petits Octogones. (Technical Report n° G-2005-93). External link
Abramson, M. A., Audet, C., & Dennis Jr., J. E. (2005). Nonlinear Programming by Mesh Adaptive Direct Searches. (Technical Report n° G-2005-86). External link
Audet, C., Haddad, J., & Savard, G. (2005). A Note on the Definition of a Linear Bilevel Programming Solution. (Technical Report n° G-2005-81). External link
Abramson, M. A., & Audet, C. (2005). Second-Order Convergence of Mesh-Adaptive Direct Search. (Technical Report n° G-2005-63). External link
Audet, C., Hansen, P., & Messine, F. (2005). The Small Octagon with Longest Perimeter. (Technical Report n° G-2005-49). External link
Audet, C., & Orban, D. (2004). Finding Optimal Algorithmic Parameters Using the Mesh Adaptive Direct Search Algorithm. (Technical Report n° G-2004-96). External link
Audet, C., Hansen, P., Karam, A., Ng, C. T., & Perron, S. (2004). Exact Solution of -norm and -norm Plane Separation. (Technical Report n° G-2004-84). External link
Audet, C., & Dennis Jr., J. E. (2004). Mesh adaptive direct search algorithms for constrained optimization. (Technical Report n° G-2004-04). External link
Abramson, M. A., Audet, C., & Dennis, J. E. (2004). Filter Pattern Search Algorithms for Mixed Variable Constrained Optimization Problems. (Technical Report n° G-2004-53). External link
Audet, C., Savard, G., & Zghal, W. (2004). New Branch-and-Cut Algorithm for Bilevel Linear Programming. (Technical Report n° G-2004-13). External link
Audet, C. (2004). Convergence Results for Generalized Pattern Search Algorithms Are Tight. Optimization and Engineering, 5(2), 101-122. External link
Audet, C., Carrizosa, E., & Hansen, P. (2004). An Exact Method for Fractional Goal Programming. Journal of Global Optimization, 29(1), 113-120. External link
Audet, C., Hansen, P., & Le Digabel, S. (2004). Exact solution of three nonconvex quadratic programming problems. In Frontiers in global optimization (Vol. 74, pp. 25-43). External link
Abramson, M. A., Audet, C., & Dennis Jr., J. E. (2004). Generalized Pattern Searches With Derivative Information. Mathematical Programming, 100(1), 3-25. External link
Audet, C., Hansen, P., Messine, F., & Perron, S. (2004). The Minimum Diameter Octagon With Unit-Length Sides: Vincze's Wife's Octagon Is Suboptimal. Journal of Combinatorial Theory, Series A, 108(1), 63-75. External link
Audet, C., & Dennis Jr., J. E. (2004). A Pattern Search Filter Method for Nonlinear Programming Without Derivatives. SIAM Journal on Optimization, 14(4), 980-1010. External link
Audet, C., Brimberg, J., Hansen, P., Le Digabel, S., & Mladenović, N. (2004). Pooling Problem: Alternate Formulations and Solution Methods. Management Science, 50(6), 761-776. External link
Audet, C., Belhaïza, S., & Hansen, P. (2003). Enumeration of all extreme equilibria in game theory: bimatrix and polymatrix games. (Technical Report n° G-2003-63). External link
Audet, C., Carrizosa, E., & Hansen, P. (2003). An Exact Method for Fractional Goal Programming. (Technical Report n° G-2000-64). External link
Audet, C., Hansen, P., Messine, F., & Perron, S. (2003). The minimum diameter octagon with unit-length sides: Vincze's wife's octagon is suboptimal. (Technical Report n° G-2003-59). External link
Audet, C., & Dennis Jr., J. E. (2003). A Pattern Search Filter Method for Nonlinear Programming without Derivatives. (Technical Report n° G-2001-21). External link
Audet, C., Hansen, P., & Le Digabel, S. (2003). Exact Solution of Three Nonconvex Quadratic Programming Problems. (Technical Report n° G-2003-16). External link
Audet, C., & Dennis Jr., J. E. (2003). Analysis of Generalized Pattern Searches. SIAM Journal on Optimization, 13(3), 889-903. External link
Audet, C. (2002). Convergence Results for Pattern Search Algorithms are Tight. (Technical Report n° G-2002-56). External link
Audet, C., Brimberg, J., Hansen, P., Le Digabel, S., & Mladenović, N. (2002). Pooling Problem: Alternate Formulations and Solution Methods. (Technical Report n° G-2000-23). External link
Abramson, M. A., Audet, C., & Dennis, J. E. (2002). Generalized Pattern Searches with Derivative Information. (Technical Report n° G-2002-28). External link
Audet, C., Hansen, P., Messine, F., & Xiong, J. (2002). The largest small octagon. Journal of Combinatorial Theory, Series A, 98(1), 46-59. External link
Audet, C., & Dennis Jr., J. E. (2001). Analysis of Generalized Pattern Searches. (Technical Report n° G-2000-52). External link
Audet, C., Hansen, P., Messine, F., & Xiong, J. (2001). The Largest Small Octagon. (Technical Report n° G-2001-27). 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
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (2001). Enumeration of All Extreme Equilibria of Bimatrix Games. SIAM Journal on Scientific Computing, 23(1), 323-338. External link
Audet, C., & Dennis, J. E. (2001). Pattern Search Algorithms for Mixed Variable Programming. SIAM Journal on Optimization, 11(3), 573-594. External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (2000). Enumeration of All Extreme Equilibria of Bimatrix Games. (Technical Report n° G-96-32). External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (2000). A Branch and Cut Algorithm for Nonconvex Quadratically Constrained Quadratic Programming. Mathematical Programming, 87(1), 131-152. External link
Audet, C., Booker, A., Dennis, J. E. J., Frank, P., & Moore, D. W. (2000, January). Surrogate-model-based method for constrained optimization [Paper]. 8th AIAA/NASA/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Long Beach, California. 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
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1999). A Branch and Cut Algorithm for Nonconvex Quadratically Constrained Quadratic Programming. (Technical Report n° G-97-67). External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1999). A Symmetrical Linear Maxmin Approach to Disjoint Bilinear Programming. Mathematical Programming, 85(3), 573-592. External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1998). Complete Enumeration of Equilibria for Two-Person Games in Strategic and Sequence Forms. (Technical Report n° G-98-59). External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1998). A Symmetrical Linear Maxmin Approach to Disjoint Bilinear Programming. (Technical Report n° G-96-06). External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1998, July). Enumeration of all extreme equilibrum strategies of bimatrix games [Paper]. 8th International Symposium on Dynamic Games and Applications, Maastricht, Netherlands. Unavailable
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1998). On the linear maxmin and related programming problems. In Multilevel Optimization: Algorithms and Applications (Vol. 20, pp. 181-208). External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1997). Links between linear bilevel and mixed 0-1 programming problems. Journal of Optimization Theory and Applications, 93(2), 273-300. External link
Audet, C. (1997). Optimisation globale structurée : propriétés, équivalences et résolution [Ph.D. thesis, École Polytechnique de Montréal]. Available
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1996). On the Linear Maxmin and Related Programming Problems. (Technical Report n° G-96-15). External link
Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1995). Links Between the Linear Bilevel and Mixed 0-1 Programming Problems. (Technical Report n° G-95-20). External link
Audet, C., Jaumard, B., & Savard, G. (1994). Concavity Cuts for the Linear maxmin Problem. (Technical Report n° G-94-52). External link
Boisneault, L. P. J. C., Audet, C., & Mélançon, D. (2025). Blackbox optimization for origami-inspired bistable structures. Optimization methods & software, 16 pages. External link
Boisneault, L. P. J. C., Audet, C., & Mélançon, D. (2024). Blackbox optimization for origami-inspired bistable structures. (Technical Report n° G-2024-51). External link
Bouchet, P.-Y., Audet, C., & Bourdin, L. (2024). Convergence towards a local minimum by direct search methods with a covering step. (Technical Report n° G-2024-05). External link
Bouchet, P.-Y., Audet, C., & Bourdin, L. (2024). A derivative-free approach to partitioned optimization. (Technical Report n° G-2024-39). External link
Boisneault, L. P. J. C., Audet, C., & Mélançon, D. (2024, July). Blackbox optimization for origami-inspired multistable structures [Abstract]. 25th International Symposium on Mathematical Programming (ISMP 2024), Montréal, QC, Canada. External link
Bouchet, P.-Y., Audet, C., & Bourdin, L. (2024, July). A derivative-free approach to partitioned optimization [Abstract]. 25th International Symposium on Mathematical Programming (ISMP 2024), Montréal, QC, Canada. External link
Bingane, C., & Audet, C. (2022). The equilateral small octagon of maximal width. Mathematics of computation, 91(336), 2027-2040. External link
Bingane, C., & Audet, C. (2022). Tight bounds on the maximal perimeter of convex equilateral small polygons. Archiv der Mathematik, 119(3), 325-336. External link
Bingane, C., & Audet, C. (2021). The equilateral small octagon of maximal width. (Technical Report n° G-2021-45). External link
Bingane, C., & Audet, C. (2021). Tight bounds on the maximal perimeter of convex equilateral small polygons. (Technical Report n° G-2021-31). External link
Belhaiza, S., Audet, C., & Hansen, P. (2014). A note on bimatrix game maximal Selten subsets. Arabian Journal of Mathematics, 3(3), 299-311. Available
Belhaiza, S., Audet, C., & Hansen, P. (2012). On Proper Refinement of Nash Equilibria for Bimatrix Games. Automatica, 48(2), 297-303. External link
Côté, P., Audet, C., Amaioua, N., Bigeon, E., Desreumaux, Q., Ihaddadene, A., Mir, Y., Rodriguez, J., & Zéphyr, L. (2015, August). Planning of the maintenance outages for a set of hydroelectric turbogenerators [Paper]. 6th Montréal Industrial Problem Solving Workshop, Montréal, Québec. External link
Fathipasandideh, E., Suprême, H., Dagdougui, H., Audet, C., & Asber-Arbach, D. (2025). A novel sequential Benders-semidefinite framework with dual feasible proxy for multi-stage transmission expansion planning with contingencies. (Technical Report n° G-2025-83). External link
Fowler, K. R., Reese, J. P., Kees, C. E., Dennis, J. E., Kelley, C. T., Miller, C. T., Audet, C., Booker, A. J., Couture, G., Darwin, R. W., Farthing, M. W., Finkel, D. E., Gablonsky, J. M., Gray, G., & Kolda, T. G. (2008). Comparison of Derivative-Free Optimization Methods for Groundwater Supply and Hydraulic Capture Community Problems. Advances in Water Resources, 31(5), 743-757. External link
Gertz, E., Hiekkalinna, T., Le Digabel, S., Audet, C., Terwilliger, J. D., & Schäffer, A. A. (2014). PSEUDOMARKER 2.0: efficient computation of likelihoods using NOMAD. BMC Bioinformatics, 15(1). Available
Gheribi, A. E., Le Digabel, S., Audet, C., & Chartrand, P. (2013). Identifying optimal conditions for magnesium based alloy design using the Mesh Adaptive Direct Search algorithm. Thermochimica Acta, 559, 107-110. External link
Gheribi, A. E., Audet, C., Le Digabel, S., Belisle, È., Bale, C. W., & Pelton, A. (2012). Calculating Optimal Conditions for Alloy and Process Design Using Thermodynamic and Property Databases, the Fact Sage Software and the Mesh Adaptive Direct Search Algorithm. Calphad-Computer Coupling of Phase Diagrams and Thermochemistry, 36, 135-143. External link
Gheribi, A. E., Robelin, C., Le Digabel, S., Audet, C., & Pelton, A. (2011). Calculating all local minima on liquidus surfaces using the FactSage software and databases and the Mesh Adaptive Direct Search algorithm. Journal of Chemical Thermodynamics, 43(9), 1323-1330. External link
Gheribi, A. E., Audet, C., Le Digabel, S., Belisle, È., & Pelton, A. (2010). Calculating Optimal Conditions for Alloy and Process Design Using Thermodynamic and Properties Databases, the FactSage Software and the Mesh Adaptive Direct Search (MADS) Algorithm. (Technical Report n° G-2010-77). External link
Gheribi, A. E., Robelin, C., Le Digabel, S., Audet, C., & Pelton, A. (2010). Identifying Local Minima in the Liquidus Surface Using the FactSage Software and the Mesh Adaptive Direct Search (MADS) Algorithm. (Technical Report n° G-2010-76). External link
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. External link
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. (Technical Report n° G-2025-39). External link
Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Saves, P. (2024). A graph-structured distance for heterogeneous datasets with meta variables. (Technical Report n° G-2024-33). External link
Hallé-Hannan, E., Audet, C., Le Digabel, S., & Diouane, Y. (2024, July). A graph-structured distance for heterogeneous datasets with meta variables [Abstract]. 25th International Symposium on Mathematical Programming (ISMP 2024), Montréal, QC, Canada. 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
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
Hayes, R. E., Bertrand, F., Audet, C., & Kolaczkowski, S. T. (2003). Catalytic combustion kinetics: using a direct search algorithm to evaluate kinetic parameters from light-off curves. Canadian Journal of Chemical Engineering, 81(6), 1192-1199. External link
Hayes, R. E., Mukadi, L. S., Bertrand, F., & Audet, C. (2003, June). Modelling and optimization of the automotive catalytic converter [Paper]. 2003 CMS Summer Meeting, Edmonton, Alberta, Canada. Unavailable
Hayes, R. E., Bertrand, F., Audet, C., & Kolaczkowski, S. T. (2002). Catalytic Combustion Kinetics: Using a Direct Search Algorithm to Evaluate Kinetic Parameters from Light-Off Curves. (Technical Report n° G-2002-20). External link
Kojtych, S., Nyssen, F., Audet, C., & Batailly, A. (2023). Methodology for the Redesign of Compressor Blades Undergoing Nonlinear Structural Interactions: Application to Blade-tip/casing Contacts. Journal of Engineering for Gas Turbines and Power, 145(5), 22-1332 (11 pages). External link
Kojtych, S., Audet, C., & Batailly, A. (2023). Two-Way Blade Modeling Method for Structural Redesign of Compressor Blades. AIAA Journal, 20 pages. External link
Kojtych, S., Nyssen, F., Audet, C., & Batailly, A. (2022, June). Methodology for the Redesign of Compressor Blades Undergoing Nonlinear Structural Interactions: Application to Blade-Tip/Casing Contacts [Paper]. ASME Turbo Expo 2022: Turbomachinery Technical Conference and Exposition (GT 2022), Rotterdam, Netherlands (12 pages). External link
Kokkolaras, M., Audet, C., & Dennis, J. E. (2001). Mixed Variable Optimization of the Number and Composition of Heat Intercepts in a Thermal Insulation System. (Technical Report n° G-2000-71). External link
Kokkolaras, M., Audet, C., & Dennis Jr., J. E. (2001). Mixed variable optimization of the number and composition of heat intercepts in a thermal insulation system. Optimization and Engineering, 2(1), 5-29. External link
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. (Technical Report n° G-2025-70). External link
Lebeuf, X., Audet, C., Diago, M., & Alarie, S. (2024, July). Hierarchically constrained multi-fidelity blackbox optimization [Abstract]. 25th International Symposium on Mathematical Programming (ISMP 2024), Montréal, QC, Canada. External link
Le Digabel, S., Tribes, C., & Audet, C. (2015). NOMAD User Guide. Version 3.7.2. (Technical Report n° G-2009-37). External link
Monnet, D., Goldsztejn, A., Plestan, F., & Audet, C. (2022, December). Second order sliding mode twisting controller tuning based on two-level optimization process [Paper]. IEEE 61st Conference on Decision and Control (CDC 2022), Cancun, MEXICO. External link
Minville, M., Cartier, D., Guay, C., Leclaire, L.-A., Audet, C., Le Digabel, S., & Merleau, J. (2014). Improving process representation in conceptual hydrological model calibration using climate simulations. Water Resources Research, 50(6), 5044-5073. External link
Ouali, M.-S., Aoudjit, H., & Audet, C. (2014). Replacement Scheduling of a Fleet of Hydroelectric Generators: A Case Study. International Journal of Performability Engineering, 10(6), 615-630. External link
Ouali, M.-S., Aoudjit, H., & Audet, C. (2012). Long-Term Fleet Maintenance of Hydroelectric Generators Using Proportional Hazard Model and Nonlinear Programming. (Technical Report n° G-2012-11). External link
Ouali, M.-S., Aoudjit, H., & Audet, C. (2003). Optimisation des stratégies de maintenance Intégration à la production. (Technical Report n° G-2003-40). External link
Ouali, M.-S., Aoudjit, H., & Audet, C. (2003). Optimisation des stratégies de maintenance intégration à la production. Journal Européen des Systèmes Automatisés, 37(5), 587-605. Unavailable
Patience, P. A., Audet, C., & Blais, B. (2025). Cesogen: cellular solid generator. Science and Technology of Advanced Materials Methods, 5, 2570116 (20 pages). Available
Patience, P. A., Audet, C., & Blais, B. (2024). Cesogen: cellular solid generator. (Technical Report n° G-2024-15). External link
Patience, P. A., Audet, C., & Blais, B. (2024, July). Optimizing a cellular solid compression problem via the NOMAD blackbox optimizer [Abstract]. 25th International Symposium on Mathematical Programming (ISMP 2024), Montréal, QC, Canada. External link
Rodríguez, J. A., Anjos, M. F., Audet, C., & Côté, P. (2016, June). A decomposition approach for the hydropower operation and maintenance scheduling [Poster]. Workshop on Nonlinear Optimization Algorithms and Industrial Applications, Toronto, Ontario. Unavailable
Séguin, S., Audet, C., & Côté, P. (2017). Scenario-tree modeling for stochastic short-term hydropower operations planning. Journal of Water Resources Planning and Management, 143(12), 12 pages. External link
Séguin, S., Fleten, S.-E., Côté, P., Pichler, A., & Audet, C. (2017). Stochastic short-term hydropower planning with inflow scenario trees. European Journal of Operational Research, 259(3), 1156-1168. External link
Séguin, S., Audet, C., & Côté, P. (2016). Scenario tree modeling for stochastic short-term hydropower operations planning. (Technical Report n° G-2016-54). External link
Séguin, S., Fleten, S.-E., Côté, P., Pichler, A., & Audet, C. (2016). Stochastic short-term hydropower planning with inflow scenario trees. (Technical Report n° G-2015-97). External link
Séguin, S., Côté, P., & Audet, C. (2016). Self-Scheduling Short-Term Unit Commitment and Loading Problem. IEEE Transactions on Power Systems, 31(1), 133-142. External link
Séguin, S., Côté, P., & Audet, C. (2014). Short-term unit commitment and loading problem. (Technical Report n° G-2014-21). External link
Saucier, A., & Audet, C. (2012). Construction of Sparse Signal Representations With Adaptive Multiscale Orthogonal Bases. Signal Processing, 92(6), 1446-1457. External link
Saucier, A., & Audet, C. (2010). Construction of Sparse Signal Representations with Adaptive Multiscale Orthogonal Bases. (Technical Report n° G-2010-42). External link
Sankaran, S., Audet, C., & Marsden, A. L. (2010). A Method for Stochastic Constrained Optimization Using Derivative-Free Surrogate Pattern Search and Collocation. (Technical Report n° G-2010-01). External link
Sankaran, S., Audet, C., & Marsden, A. L. (2010). A Method for Stochastic Constrained Optimization Using Derivative-Free Surrogate Pattern Search and Collocation. Journal of Computational Physics, 229(12), 4664-4682. External link
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. (Technical Report n° G-2024-37). External link
Talgorn, B., Audet, C., Le Digabel, S., & Kokkolaras, M. (2018). Locally weighted regression models for surrogate-assisted design optimization. Optimization and Engineering, 19(1), 213-238. External link
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