Gaussian Process Surrogate Models for the CMA Evolution Strategy.
Lukás BajerZbynek PitraJakub RepickýMartin HolenaPublished in: Evol. Comput. (2019)
Keyphrases
- gaussian process
- evolution strategy
- gaussian processes
- evolutionary algorithm
- gaussian process regression
- differential evolution
- cma es
- hyperparameters
- model selection
- bayesian framework
- regression model
- genetic algorithm
- latent variables
- gaussian process models
- semi supervised
- particle swarm optimization algorithm
- global search
- optimization methods
- expectation propagation
- covariance function
- particle swarm optimization
- cross validation
- multi objective
- genetic programming
- higher order
- neural network
- global optimization
- probabilistic model