Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite

Author:

Vermetten Diederick1ORCID,López-Ibáñez Manuel2ORCID,Mersmann Olaf3ORCID,Allmendinger Richard2ORCID,Kononova Anna V.1ORCID

Affiliation:

1. LIACS, Leiden University, Leiden, Netherlands

2. University of Manchester, Manchester, United Kingdom

3. TH Köln, Köln, Germany

Publisher

ACM

Reference14 articles.

1. Infeasibility and structural bias in differential evolution

2. Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules

3. Jacob de Nobel , Furong Ye , Diederick Vermetten , Hao Wang , Carola Doerr , and Thomas Bäck . 2021. IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics. arXiv preprint arXiv:2111.04077 ( 2021 ). Jacob de Nobel, Furong Ye, Diederick Vermetten, Hao Wang, Carola Doerr, and Thomas Bäck. 2021. IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics. arXiv preprint arXiv:2111.04077 (2021).

4. Carola Doerr , Hao Wang , Furong Ye , Sander van Rijn , and Thomas Bäck . 2018. IOHprofiler: A benchmarking and profiling tool for iterative optimization heuristics. arXiv preprint arXiv:1810.05281 ( 2018 ). Carola Doerr, Hao Wang, Furong Ye, Sander van Rijn, and Thomas Bäck. 2018. IOHprofiler: A benchmarking and profiling tool for iterative optimization heuristics. arXiv preprint arXiv:1810.05281 (2018).

5. Nikolaus Hansen , Anne Auger , Raymond Ros , Olaf Mersmann , Tea Tušar , and Dimo Brockhoff . 2020 . COCO: A platform for comparing continuous optimizers in a black-box setting. Optimization Methods and Software (2020), 1--31. Nikolaus Hansen, Anne Auger, Raymond Ros, Olaf Mersmann, Tea Tušar, and Dimo Brockhoff. 2020. COCO: A platform for comparing continuous optimizers in a black-box setting. Optimization Methods and Software (2020), 1--31.

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