Feature subset selection using differential evolution and a statistical repair mechanism.
Rami N. KhushabaAhmed Al-AniAdel Al-JumailyPublished in: Expert Syst. Appl. (2011)
Keyphrases
- differential evolution
- feature subset selection
- evolutionary algorithm
- convergence speed
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- optimization method
- feature subset
- feature selection
- genetic algorithm
- particle swarm optimization pso
- numerical optimization problems
- estimation of distribution algorithms
- artificial bee colony
- multi objective optimization
- mutation operator
- global optimization problems
- evolution strategy
- selection algorithm
- crossover operator
- evolutionary strategy
- function optimization problems
- pso algorithm
- selected features
- optimization problems
- parameter optimization
- multi objective
- solving global optimization problems
- genetic programming
- support vector machine
- artificial neural networks
- optimal solution