Power Homotopy for Zeroth-Order Non-Convex Optimizations

Chen Xu

The existing method of GS-PowerOpt solves the non-convex optimization problem of the form ${\max }_{\mathbf{x}\in {\mathbb{R}}^d}f(\mathbf{x})$ through maximizing a Gaussian-s…