Global Linear Convergence of Evolution Strategies on More Than Smooth Strongly Convex Functions

Youhei Akimoto, Anne Auger, Tobias Glasmachers +1

Evolution strategies (ESs) are zeroth-order stochastic black-box optimization heuristics invariant to monotonic transformations of the objective function. They evolve a multivariat…