Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution.
Jesús-Arnulfo Barradas-PalmerosRafael Rivera-LópezEfrén Mezura-MontesHéctor-Gabriel Acosta-MesaPublished in: WILE/HIS/CIAPP@MICAI (2023)
Keyphrases
- experimental study
- differential evolution
- feature subset selection
- evolutionary algorithm
- particle swarm optimization
- differential evolution algorithm
- optimization algorithm
- convergence speed
- feature subset
- mutation operator
- optimization method
- feature selection
- evolution strategy
- multi objective optimization
- particle swarm optimization pso
- selection algorithm
- artificial bee colony
- experimental evaluation
- estimation of distribution algorithms
- parameter optimization
- genetic algorithm
- numerical optimization problems
- selected features
- function optimization problems
- global optimization problems
- solving global optimization problems
- real coded
- multi objective
- crossover operator
- random sampling
- clustering algorithm
- simulated annealing
- optimization problems
- image classification
- evolutionary computation