Ordinal versus metric gaussian process regression in surrogate modelling for CMA evolution strategy.
Zbynek PitraLukás BajerJakub RepickýMartin HolenaPublished in: GECCO (Companion) (2017)
Keyphrases
- gaussian process regression
- evolution strategy
- evolutionary algorithm
- gaussian process
- differential evolution
- cma es
- gaussian processes
- covariance function
- step size
- particle swarm optimization algorithm
- optimization methods
- convergence speed
- genetic algorithm
- latent variables
- global search
- optimization algorithm
- probabilistic model