Convergence rate of the (1+1)-evolution strategy on locally strongly convex functions with lipschitz continuous gradient and their monotonic transformations.
Daiki MorinagaKazuto FukuchiJun SakumaYouhei AkimotoPublished in: CoRR (2022)
Keyphrases
- convergence rate
- evolution strategy
- convex functions
- primal dual
- gradient method
- convergence speed
- evolutionary algorithm
- global search
- step size
- differential evolution
- particle swarm optimization algorithm
- cma es
- dc programming
- exact penalty
- optimization methods
- quasiconvex
- mutation operator
- linear program
- global convergence
- objective function
- genetic algorithm
- piecewise linear
- convex sets
- image processing
- lower bound
- faster convergence rate