Surrogate model selection for evolutionary multiobjective optimization.
Martin PilátRoman NerudaPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- model selection
- evolutionary multiobjective optimization
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- regression model
- machine learning
- mixture model
- statistical learning
- nsga ii
- sample size
- statistical inference
- gaussian process
- feature selection
- variable selection
- information criterion
- generalization error
- neural network
- error estimation
- selection criterion
- multi objective
- bayesian methods
- bayesian information criterion
- marginal likelihood
- optimization problems