A dividing-based many-objective evolutionary algorithm for large-scale feature selection.
Haoran LiFazhi HeYaqian LiangQuan QuanPublished in: Soft Comput. (2020)
Keyphrases
- evolutionary algorithm
- feature selection
- evolutionary computation
- optimization problems
- multi objective
- fitness function
- text categorization
- differential evolution
- small scale
- genetic algorithm
- selected features
- multi class
- genetic programming
- multi objective optimization
- function optimization
- mutation operator
- genetic operators
- method for feature selection
- mutual information
- feature set
- real world
- real life
- feature space
- feature extraction
- support vector
- neural network
- simulated annealing
- irrelevant features
- evolutionary strategy
- evolutionary process
- machine learning
- multiple objectives
- feature selection algorithms
- multi task
- information gain
- gene expression data
- classification accuracy
- dimensionality reduction