Multiobjective optimization algorithm with dynamic operator selection for feature selection in high-dimensional classification.
Wenhong WeiManlin XuanLingjie LiQiuzhen LinZhong MingCarlos A. Coello CoelloPublished in: Appl. Soft Comput. (2023)
Keyphrases
- optimization algorithm
- multi objective
- feature selection
- high dimensionality
- high dimensional
- evolutionary algorithm
- classification accuracy
- feature space
- optimization method
- artificial bee colony
- support vector
- multi objective optimization
- differential evolution
- text classification
- selection operator
- feature set
- machine learning
- multiobjective optimization
- particle swarm optimization pso
- evolutionary multi objective
- genetic algorithm
- particle swarm optimization
- multiple objectives
- optimization strategy
- classification models
- objective function
- small sample
- high dimension
- nsga ii
- feature selection algorithms
- dimensionality reduction
- microarray data
- hybrid optimization algorithm
- bi objective
- feature extraction
- training set
- wrapper method
- selecting relevant features
- text categorization
- feature subset selection
- support vector machine
- feature vectors
- min max
- pareto optimal
- instance selection
- feature subset
- gene expression data
- low dimensional
- evolutionary computation