A particle swarm optimization algorithm with random learning mechanism and Levy flight for optimization of atomic clusters.
Bailu YanZheng ZhaoYingcheng ZhouWenyan YuanJian LiJun WuDaojian ChengPublished in: Comput. Phys. Commun. (2017)
Keyphrases
- particle swarm optimization algorithm
- learning mechanism
- particle swarm
- global search
- particle swarm optimization
- convergence speed
- estimation of distribution algorithms
- evolution strategy
- global optimization
- pso algorithm
- clustering algorithm
- learning process
- learning algorithm
- improved pso algorithm
- inertia weight
- learned knowledge
- multilevel thresholding
- optimization method
- premature convergence
- optimization algorithm
- search control knowledge
- fuzzy clustering
- data clustering
- differential evolution
- computer simulation
- particle swarm optimisation