A Comparative Study of Genetic Algorithms, Particle Swarm Optimization, and Differential Evolution in Problem of Feature Selection through Structure Retention.
Sharifah Sakinah Syed AhmadWitold PedryczPublished in: GEM (2010)
Keyphrases
- differential evolution
- particle swarm optimization
- genetic algorithm
- evolutionary algorithm
- parameter optimization
- feature selection
- particle swarm optimization pso
- mutation operator
- differential evolution algorithm
- convergence speed
- optimization method
- pso algorithm
- optimization algorithm
- multi objective
- test functions
- hybrid algorithm
- evolution strategy
- premature convergence
- constraint handling
- constrained optimization problems
- evolutionary strategy
- global optimization
- swarm intelligence
- particle swarm
- evolutionary programming
- real coded
- crossover operator
- particle swarm optimization algorithm
- ant colony optimization
- numerical optimization problems
- global optimization problems
- multi objective optimization
- function optimization problems
- metaheuristic
- evolution process
- evolutionary methods
- neural network
- initial population
- fitness function
- solving global optimization problems
- multi objective optimization problems
- simulated annealing
- optimization problems
- harmony search
- genetic programming
- particle swarm optimizer
- evolutionary computation