Hybridising Particle Swarm optimisation with Differential Evolution for Feature Selection in Classification.
Ke ChenBing XueMengjie ZhangFengyu ZhouPublished in: CEC (2020)
Keyphrases
- differential evolution
- particle swarm optimisation
- feature selection
- optimization algorithm
- test functions
- premature convergence
- evolutionary algorithm
- evolution strategy
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- mutation operator
- parameter optimization
- particle swarm optimization pso
- pso algorithm
- support vector
- biogeography based optimization
- optimization method
- particle swarm
- feature space
- support vector machine
- hybrid algorithm
- evolution process
- genetic algorithm
- machine learning
- multi objective optimization
- crossover operator
- feature vectors
- evolutionary programming
- model selection
- evolutionary computation
- optimisation problems
- multi objective
- fitness function
- evolutionary strategy
- genetic programming
- function optimization
- feature reduction
- global optimization
- particle swarm optimization algorithm