Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection.
Behrouz AhadzadehMoloud AbdarFatemeh SafaraLeyla AghaeiSeyedali MirjaliliAbbas KhosraviSalvador GarcíaFakhri KarrayU. Rajendra AcharyaPublished in: Appl. Soft Comput. (2024)
Keyphrases
- differential evolution
- stochastic search
- dimensionality reduction
- feature selection
- evolutionary algorithm
- particle swarm optimization
- differential evolution algorithm
- optimization algorithm
- feature extraction
- machine learning
- parameter optimization
- simulated annealing
- model selection
- genetic algorithm
- numerical optimization problems
- variable selection
- pattern recognition
- high dimensional data
- high dimensionality
- particle swarm optimization pso
- optimization problems
- mutation operator
- principal component analysis
- high dimensional
- consistency checking
- support vector
- solving global optimization problems