Computational Cost Reduction in Wrapper Approaches for Feature Selection: A Case of Study Using Permutational-Based Differential Evolution.
Jesús-Arnulfo Barradas-PalmerosEfrén Mezura-MontesRafael Rivera-LópezHéctor-Gabriel Acosta-MesaPublished in: CEC (2024)
Keyphrases
- differential evolution
- feature selection
- computational cost
- evolutionary algorithm
- differential evolution algorithm
- optimization method
- hybrid algorithm
- constrained optimization problems
- convergence speed
- particle swarm optimization pso
- optimization algorithm
- particle swarm optimization
- test functions
- support vector
- evolution strategy
- biogeography based optimization
- evolutionary programming
- parameter optimization
- premature convergence
- feature ranking
- control system
- mutation operator
- initial population
- crossover operator
- genetic algorithm
- model selection
- evolutionary computation