Improving Optimization with Gaussian Processes in the Covariance Matrix Adaptation Evolution Strategy.
Jirí TumpachJan KozaMartin HolenaPublished in: ITAT (2023)
Keyphrases
- cma es
- evolution strategy
- gaussian processes
- covariance matrix
- evolutionary algorithm
- gaussian process
- differential evolution
- genetic algorithm
- optimization methods
- global search
- multi task
- covariance matrices
- sample size
- particle swarm optimization algorithm
- multi objective
- hyperparameters
- semi supervised
- objective function
- optimization algorithm
- particle swarm optimization
- principal component analysis
- optimization process
- global optimization
- optimization problems
- similarity measure