A new penalty-based wrapper fitness function for feature subset selection with evolutionary algorithms.
Basabi ChakrabortyAtsushi KawamuraPublished in: J. Inf. Telecommun. (2018)
Keyphrases
- fitness function
- feature subset selection
- evolutionary algorithm
- feature selection
- penalty function
- feature ranking
- genetic algorithm ga
- feature subset
- evolutionary computation
- multi objective
- sequential forward
- optimization problems
- genetic programming
- genetic operators
- differential evolution
- genetic algorithm
- multi objective optimization
- constrained optimization problems
- estimation of distribution algorithms
- simulated annealing
- crossover operator
- mutation operator
- selection algorithm
- text classification
- initial population
- objective function
- particle swarm
- selected features
- optimization method
- evolution strategy
- evolutionary search
- evolutionary process
- data sets
- feature set
- mutation rate
- support vector
- evolutionary strategy
- differential evolution algorithm
- classification accuracy
- feature selection algorithms
- machine learning
- optimization algorithm
- nsga ii
- feature vectors
- artificial neural networks