A Novel Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization

Jiaxin Zhang, Hoang Tran, Dan Lu +1

We propose an improved evolution strategy (ES) using a novel nonlocal gradient operator for high-dimensional black-box optimization. Standard ES methods with $d$-dimensional Gaussi…