Surrogate-assisted Differential Evolution with Adaptation of Training Data Selection Criterion.
Kei NishiharaMasaya NakataPublished in: SSCI (2022)
Keyphrases
- differential evolution
- selection criterion
- training data
- learning algorithm
- evolutionary algorithm
- decision trees
- model selection
- optimization algorithm
- support vector machine
- particle swarm optimization
- mutual information
- differential evolution algorithm
- variable selection
- particle swarm optimization pso
- genetic algorithm
- optimization method
- mutation operator
- feature selection
- model selection criteria
- numerical optimization problems
- training set
- supervised learning
- classification accuracy
- multi objective
- crossover operator
- data sets
- parameter optimization
- labeled data
- cross validation
- real coded
- global optimization problems
- solving global optimization problems
- optimization problems
- feature extraction