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

Youhei Akimoto Anne Auger Tobias Glasmachers Daiki Morinaga

Published in: CoRR (2020)

Keyphrases

evolution strategy
convex functions
evolutionary algorithm
differential evolution
piecewise linear
convex sets

convex programs
convergence speed
objective function
global optimality
optimization methods
dc programming

exact penalty
quasiconvex
particle swarm optimization algorithm
linear program
optimization algorithm
multi objective

genetic algorithm
global search
convex optimization
linear constraints
fitness function