Binary Genetic Swarm Optimization: A Combination of GA and PSO for Feature Selection.
Manosij GhoshRitam GuhaImran AlamPriyank LohariwalDevesh JalanRam SarkarPublished in: J. Intell. Syst. (2020)
Keyphrases
- swarm optimization
- particle swarm optimization pso
- genetic algorithm ga
- genetic algorithm
- pso algorithm
- feature selection
- swarm intelligence
- particle swarm optimization
- particle swarm optimisation
- ant colony optimization
- hybrid algorithm
- feature subset
- hybrid pso
- simulated annealing
- parameter optimization
- fitness function
- optimization algorithm
- crossover and mutation operators
- hybrid particle swarm optimization
- differential evolution
- text categorization
- inertia weight
- island model
- metaheuristic
- particle swarm
- evolutionary computing
- premature convergence
- genetic operators
- evolutionary algorithm
- particle swarm optimization algorithm
- multi objective
- neural network
- test functions
- parameter settings
- global optimization
- genetic search
- genetic programming
- feature space
- optimization method
- feature set
- search capabilities
- faster convergence
- computational intelligence
- global search
- multi class