References#
Charles Audet and Jr. Dennis, John E. Mesh adaptive direct search algorithms for constrained optimization. SIAM Journal on Optimization, 17(1):188–217, 2006. doi:10.1137/040603371.
Charles Audet, Andrea Ianni, Sébastien Le Digabel, and Christophe Tribes. Reducing the number of function evaluations in mesh adaptive direct search algorithms. SIAM Journal on Optimization, 24(2):621–642, 2014. doi:10.1137/120895056.
Charles Audet, Sébastien Le Digabel, and Christophe Tribes. The mesh adaptive direct search algorithm for granular and discrete variables. SIAM Journal on Optimization, 29(2):1164–1189, 2019. doi:10.1137/18M1175872.
Charles Audet and Jr. Dennis, John E. A progressive barrier for derivative-free nonlinear programming. SIAM Journal on Optimization, 20(1):445–472, 2009. doi:10.1137/070692662.
Andrew R. Conn and Sébastien Le Digabel. Use of quadratic models with mesh-adaptive direct search for constrained black box optimization. Optimization Methods and Software, 28(1):139–158, 2013. doi:10.1080/10556788.2011.623162.
Charles Audet and Warren Hare. Derivative-Free and Blackbox Optimization. Springer Series in Operations Research and Financial Engineering. Springer, 2017. doi:10.1007/978-3-319-68913-5.
Andrzej Jaszkiewicz and Thibaut Lust. ND-tree-based update: a fast algorithm for the dynamic nondominance problem. IEEE Transactions on Evolutionary Computation, 22(5):778–791, 2018. doi:10.1109/TEVC.2018.2799684.
David Eriksson, Michael Pearce, Jacob Gardner, Ryan D. Turner, and Matthias Poloczek. Scalable global optimization via local Bayesian optimization. In Advances in Neural Information Processing Systems, volume 32. 2019.
Ahmed H. Bayoumy. StatLML: statistical machine learning library. 2022. URL: Ahmed-Bayoumy/SLML.
Ahmed H. Bayoumy. RAF: relative adequacy framework. 2022. URL: Ahmed-Bayoumy/RAF.
Nikolaus Hansen, Anne Auger, Raymond Ros, Olaf Mersmann, Tea Tušar, and Dimo Brockhoff. COCO: a platform for comparing continuous optimizers in a black-box setting. 2021. doi:10.1080/10556788.2020.1808977.
Charles Audet, Jean Bigeon, Dominique Cartier, Sébastien Le Digabel, and Ludovic Salomon. Dynamic improvements of static surrogates in direct search optimization. Optimization Letters, 2021.
Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir, and Christophe Tribes. Algorithm 1027: NOMAD version 4: nonlinear optimization with the MADS algorithm. ACM Transactions on Mathematical Software, 48(3):35:1–35:22, 2022. doi:10.1145/3544489.
Ahmed H. Bayoumy. OMADS: optimization using mesh adaptive direct search. 2022. URL: Ahmed-Bayoumy/OMADS, doi:10.5281/zenodo.23407559.