Warm Starting CMA-ES for Hyperparameter Optimization.
Masahiro NomuraShuhei WatanabeYouhei AkimotoYoshihiko OzakiMasaki OnishiPublished in: CoRR (2020)
Keyphrases
- evolution strategy
- cma es
- covariance matrix
- evolutionary algorithm
- optimization methods
- starting point
- optimization algorithm
- global optimization
- optimization problems
- differential evolution
- model selection
- constrained optimization
- global search
- neural network
- linear programming
- particle swarm optimization
- simulated annealing
- particle swarm optimization algorithm
- dynamic programming
- genetic operators