A modular hybridization of particle swarm optimization and differential evolution.
Rick BoksHao WangThomas BäckPublished in: GECCO Companion (2020)
Keyphrases
- differential evolution
- particle swarm optimization
- hybrid algorithm
- pso algorithm
- convergence speed
- particle swarm optimization pso
- test functions
- differential evolution algorithm
- multi objective
- mutation operator
- optimization method
- particle swarm
- particle swarm optimization algorithm
- global optimization
- swarm intelligence
- premature convergence
- evolution strategy
- particle swarm optimizer
- constrained optimization problems
- evolutionary algorithm
- evolutionary programming
- global optimization problems
- optimization algorithm
- metaheuristic
- biogeography based optimization
- adaptive differential evolution
- direct search
- global search
- multi objective optimization
- numerical optimization problems
- genetic algorithm
- real coded
- inertia weight
- evolutionary strategy
- function optimization problems
- parameter optimization
- crossover operator
- population diversity
- initial population
- ant colony optimization
- numerical optimization
- genetic programming
- multi objective evolutionary algorithms
- solving global optimization problems