1. 哈尔滨理工大学自动化学院
2. 绥化学院电子工程系
纸质出版:2010
移动端阅览
满春涛, 盛桂敏. 改进的协同粒子群优化算法[J]. 哈尔滨理工大学学报, 2010,15(6):51-53.
MAN Chun-tao, SHENG Gui-min. An Improved Algorithm Based on Cooperative Particle Swarm Optimization[J]. 2010, 15(6): 51-53.
满春涛, 盛桂敏. 改进的协同粒子群优化算法[J]. 哈尔滨理工大学学报, 2010,15(6):51-53. DOI:
MAN Chun-tao, SHENG Gui-min. An Improved Algorithm Based on Cooperative Particle Swarm Optimization[J]. 2010, 15(6): 51-53. DOI:
针对协同粒子群优化算法存在停滞
不能保证收敛到局部或全局最优值的问题
提出一种改进的协同粒子群优化算法(CCPSO-Hk)
该算法将混沌理论引入协同粒子群算法(Chaos PSO)中
利用混沌运动的随机性、遍历性和规律性等改善了协同粒子群算法(Cooperate Particle Swarm Optimization)的性能.通过仿真验证算法的有效性.
Because the cooperative Particlive Swarm Optimization falls into the local optimum easily
and cannot be guaranteed to the optimal value of local or global convergence
an improved method is designed
called CCPSO-Hk.The algorithm introduces the chaos PSO into the cooperative particle swarm optimization
and improves the cooperative particle swarm optimization performance making use of the random
ergodicity and regularity.The simulation results show that the proposed method is effective for complex function opt...
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