Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization.
Beatriz A. GarroHumberto SossaRoberto Antonio VázquezPublished in: ICSI (1) (2011)
Keyphrases
- differential evolution
- particle swarm optimization
- convergence speed
- pso algorithm
- particle swarm optimization pso
- evolutionary algorithm
- evolutionary methods
- differential evolution algorithm
- multi objective
- test functions
- optimization algorithm
- hybrid algorithm
- optimization method
- particle swarm optimization algorithm
- global optimization
- swarm intelligence
- mutation operator
- particle swarm
- genetic algorithm
- parameter optimization
- premature convergence
- evolution strategy
- numerical optimization problems
- multi objective optimization
- metaheuristic
- evolutionary programming
- global optimization problems
- ant colony optimization
- direct search
- particle swarm optimizer
- constrained optimization problems
- crossover operator
- function optimization problems
- multi objective problems
- population diversity
- evolutionary strategy
- initial population
- global search
- real coded
- pid controller
- solving global optimization problems
- function optimization
- numerical optimization
- control system
- fitness function
- opposition based learning