Our paper has been accepted to Genetic and Evolutionary Computation Conference (GECCO) 2023. This paper introduces the margin correction method into (1+1)-CMA-ES and evaluates it on discrete and mixed-integer black-box optimization problems. This paper is joint work with M. Nomura at CyberAgent, Inc.
- Yohei Watanabe, Kento Uchida, Ryoki Hamano, Shota Saito, Masahiro Nomura, and Shinichi Shirakawa: (1+1)-CMA-ES with Margin for Discrete and Mixed-Integer Problems, Genetic and Evolutionary Computation Conference Companion (GECCO 2023), Lisbon, Portugal (hybrid), July 15-19, 2023. [arXiv]