Investigating Multi-Operator Differential Evolution for Feature Selection.
Essam Soliman DebieSaber Mohammed ElsayedDaryl Leslie EssamRuhul A. SarkerPublished in: ACALCI (2016)
Keyphrases
- differential evolution
- feature selection
- parameter optimization
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- test functions
- adaptive differential evolution
- optimization method
- constrained optimization problems
- genetic algorithm
- numerical optimization problems
- particle swarm optimization pso
- evolutionary programming
- function optimization problems
- hybrid algorithm
- multi objective optimization
- mutation operator
- premature convergence
- multi objective
- evolution strategy
- direct search
- global optimization problems
- solving global optimization problems
- pso algorithm
- support vector
- evolutionary strategy
- numerical optimization
- model selection
- feature space
- particle swarm
- particle swarm optimization algorithm
- control method
- global optimization
- evolutionary computation
- real coded
- selection operator
- optimization problems
- support vector machine
- machine learning