An enhanced binary Rat Swarm Optimizer based on local-best concepts of PSO and collaborative crossover operators for feature selection.
Mohammed A. AwadallahMohammed Azmi Al-BetarMalik Shehadeh BraikAbdelaziz I. HammouriIyad Abu DoushRaed Abu ZitarPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- crossover operator
- particle swarm optimization
- mutation operator
- feature selection
- differential evolution
- real coded genetic algorithms
- particle swarm optimization pso
- swarm intelligence
- optimization algorithm
- fitness function
- pso algorithm
- inertia weight
- particle swarm
- evolutionary algorithm
- genetic algorithm ga
- genetic algorithm
- particle swarm optimization algorithm
- population diversity
- premature convergence
- multi objective
- text categorization
- traveling salesman problem
- explore the search space
- multi swarm
- memetic algorithm
- convergence speed
- genetic operators
- support vector
- metaheuristic
- function optimization
- genetic programming
- evolutionary process
- text classification
- binary representation
- optimization method
- particle swarm optimizer
- feature set
- hybrid algorithm
- feature subset
- ant colony optimization
- convergence rate
- feature space
- global optimization
- search space
- feature extraction
- nsga ii
- particle swarm optimisation