Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization.
Genghui LiLindong XieZhenkun WangHuajun WangMaoguo GongPublished in: Inf. Sci. (2023)
Keyphrases
- search strategy
- evolutionary algorithm
- search strategies
- optimization problems
- search space
- search algorithm
- function optimization
- evolution strategy
- model selection
- multi objective
- feature vectors
- optimization method
- machine learning
- support vector machine
- classification accuracy
- effective pruning
- support vector
- decision trees
- combinatorial search
- global optimization
- search heuristics
- text classification
- feature selection
- genetic algorithm
- support vector machine svm
- supervised learning
- support vector regression
- constrained optimization
- regression problems
- feature extraction
- fitness function
- simulated annealing
- hill climbing
- np hard
- regression method
- feature space
- numeric values