Convergence rate of the (1+1)-evolution strategy on locally strongly convex functions with lipschitz continuous gradient

Daiki Morinaga, Kazuto Fukuchi, Jun Sakuma +1

Evolution strategy (ES) is one of the promising classes of algorithms for black-box continuous optimization. Despite its broad successes in applications, theoretical analysis on th…