A novel clustering-based differential evolution with 2 multi-parent crossovers for global optimization.
Gang LiuYuanxiang LiXin NieHao ZhengPublished in: Appl. Soft Comput. (2012)
Keyphrases
- global optimization
- differential evolution
- particle swarm optimization
- evolutionary algorithm
- pso algorithm
- convergence speed
- test functions
- differential evolution algorithm
- optimization method
- optimization algorithm
- evolutionary programming
- mutation operator
- particle swarm optimization pso
- multi objective optimization
- multi objective
- genetic algorithm
- constrained optimization problems
- global search
- particle swarm
- hybrid algorithm
- numerical optimization problems
- global optimization problems
- ant colony algorithm
- premature convergence
- particle swarm optimization algorithm
- evolution strategy
- global solution
- parameter optimization
- binary particle swarm optimization
- function optimization problems
- ant colony optimization
- particle swarm optimizer
- constrained global optimization
- real coded
- image completion
- solving global optimization problems
- swarm intelligence
- metaheuristic
- evolutionary strategy
- routing problem
- biogeography based optimization
- step size
- search space