Global Linear Convergence of Evolution Strategies on More Than Smooth Strongly Convex Functions.
Youhei AkimotoAnne AugerTobias GlasmachersDaiki MorinagaPublished 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