Convergence rate of the (1+1)-evolution strategy with success-based step-size adaptation on convex quadratic functions.
Daiki MorinagaKazuto FukuchiJun SakumaYouhei AkimotoPublished in: GECCO (2021)
Keyphrases
- step size
- convergence rate
- evolution strategy
- convergence speed
- global search
- evolutionary programming
- evolutionary algorithm
- particle swarm optimization algorithm
- cma es
- learning rate
- gradient method
- differential evolution
- global convergence
- primal dual
- steepest descent method
- faster convergence
- global optimum
- optimization methods
- variable step size
- line search
- genetic algorithm
- mutation operator
- convex optimization
- stochastic gradient descent
- multi objective
- optimization problems
- particle swarm optimisation
- conjugate gradient
- cost function
- multiresolution
- faster convergence rate
- image segmentation