Multiobjective Differential Evolution for Feature Selection in Classification.
Peng WangBing XueJing LiangMengjie ZhangPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- differential evolution
- multi objective
- feature selection
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization
- multi objective optimization
- artificial bee colony
- classification accuracy
- multiobjective optimization problems
- differential evolution algorithm
- parameter optimization
- multi objective optimization problems
- nsga ii
- genetic algorithm
- test functions
- feature space
- support vector
- particle swarm optimization pso
- convergence speed
- multi objective problems
- support vector machine
- mutation operator
- optimization method
- solving global optimization problems
- multiple objectives
- machine learning
- simulated annealing
- feature vectors
- global optimization problems
- real coded
- function optimization problems
- model selection
- multiobjective optimization
- evolution strategy
- particle swarm
- evolutionary strategy
- initial population
- search space
- direct search
- computational intelligence
- evolutionary computation
- optimization problems