Hybridization of Differential Evolution and Particle Swarm Optimization in a New Algorithm: DEPSO-2S.
Abbas El DorMaurice ClercPatrick SiarryPublished in: ICAISC (SIDE-EC) (2012)
Keyphrases
- particle swarm optimization
- differential evolution
- hybrid algorithm
- optimization algorithm
- differential evolution algorithm
- test functions
- particle swarm
- particle swarm optimization pso
- premature convergence
- particle swarm optimization algorithm
- global optimization problems
- numerical optimization problems
- function optimization problems
- genetic algorithm
- evolution strategy
- convergence speed
- evolutionary programming
- pso algorithm
- constrained optimization problems
- ant colony optimization
- evolutionary algorithm
- harmony search
- search space
- optimization method
- global search
- mutation operator
- metaheuristic
- multi objective
- swarm intelligence
- population diversity
- function optimization
- evolutionary strategy
- inertia weight
- particle swarm optimizer
- solution quality
- particle swarm optimisation
- global optimization
- direct search
- multi objective optimization problems
- multi objective optimization
- biogeography based optimization
- opposition based learning
- crossover operator