A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection.
Xubin WangYunhe WangKa-Chun WongXiangtao LiPublished in: CoRR (2021)
Keyphrases
- differential evolution
- feature selection
- parameter optimization
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- test functions
- convergence speed
- mutation operator
- particle swarm optimization
- genetic algorithm
- constrained optimization problems
- particle swarm optimization pso
- premature convergence
- optimization method
- multi objective optimization
- global optimization problems
- function optimization problems
- adaptive differential evolution
- control parameters
- crossover operator
- numerical optimization problems
- particle swarm
- artificial bee colony
- evolution strategy
- hybrid algorithm
- feature space
- direct search
- real coded
- machine learning
- support vector
- multi objective optimization problems
- multi objective
- evolutionary programming
- biogeography based optimization
- model selection
- function optimization
- optimization problems
- evolutionary computation
- particle swarm optimization algorithm