Differential evolution for feature selection: a fuzzy wrapper-filter approach.
Emrah HancerPublished in: Soft Comput. (2019)
Keyphrases
- differential evolution
- feature selection
- wrapper method
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- particle swarm optimization pso
- parameter optimization
- test functions
- fuzzy sets
- mutation operator
- optimization method
- feature ranking
- evolution strategy
- sequential forward
- genetic algorithm
- hybrid algorithm
- constrained optimization problems
- feature space
- multi objective optimization
- fuzzy logic
- support vector
- evolutionary programming
- feature selection algorithms
- fuzzy controller
- multi objective
- support vector machine
- crossover operator
- numerical optimization problems
- global optimization problems
- harmony search
- real coded
- machine learning
- initial population
- particle swarm
- fuzzy clustering
- model selection
- neural network
- direct search
- solving global optimization problems
- evolutionary strategy
- step size
- membership functions
- fuzzy rules
- genetic programming