An Analysis on the Effect of Selection on Exploration in Particle Swarm Optimization and Differential Evolution.
Stephen ChenAntonio Bolufé RöhlerJames MontgomeryTim HendtlassPublished in: CEC (2019)
Keyphrases
- parameter estimation
- differential evolution
- particle swarm optimization
- evolutionary algorithm
- convergence speed
- parameter optimization
- particle swarm optimization pso
- test functions
- optimization algorithm
- pso algorithm
- particle swarm optimization algorithm
- multi objective
- optimization method
- evolutionary programming
- differential evolution algorithm
- evolution process
- genetic algorithm
- multi objective optimization
- hybrid algorithm
- evolution strategy
- particle swarm
- global optimization problems
- function optimization problems
- mutation operator
- particle swarm optimizer
- multi objective problems
- premature convergence
- numerical optimization problems
- direct search
- swarm intelligence