Feature clustering-Assisted feature selection with differential evolution.
Peng WangBing XueJing J. LiangMengjie ZhangPublished in: Pattern Recognit. (2023)
Keyphrases
- differential evolution
- feature selection
- evolutionary algorithm
- parameter optimization
- optimization algorithm
- selecting features
- differential evolution algorithm
- convergence speed
- feature set
- particle swarm optimization
- optimization method
- clustering algorithm
- test functions
- feature subset
- mutation operator
- particle swarm optimization pso
- evolution strategy
- constrained optimization problems
- hybrid algorithm
- direct search
- multi objective optimization
- k means
- function optimization problems
- premature convergence
- genetic algorithm
- evolutionary programming
- multi objective
- numerical optimization problems
- artificial bee colony
- particle swarm
- feature vectors
- feature extraction
- genetic programming
- fitness function
- support vector machine
- model selection
- real coded
- feature space
- optimization problems
- crossover operator
- harmony search
- simulated annealing
- artificial neural networks
- initial population
- global optimization problems
- global search