Covariance Matrix Adaptation Evolution Strategy for Low Effective Dimensionality

Kento Uchida, Teppei Yamaguchi, Shinichi Shirakawa

Despite the state-of-the-art performance of the covariance matrix adaptation evolution strategy (CMA-ES), high-dimensional black-box optimization problems are challenging tasks. Su…