| 基于混沌人工鱼群算法的输电网规划方法 |
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| 引用本文： | 聂宏展,王毕元,孙金红,马元生. 基于混沌人工鱼群算法的输电网规划方法[J]. 电网技术, 2010, 34(12) |
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| 作者姓名： | 聂宏展 王毕元 孙金红 马元生 |
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| 作者单位： | 东北电力大学,电气工程学院,吉林省,吉林市,132012;营口供电公司,辽宁省,营口市,115002 |
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| 基金项目： | 东北电力大学研究生创新基金的资助 |
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| 摘 要： | 人工鱼群算法收敛速度快,但存在早熟收敛现象;混沌优化算法具有遍历性、随机性和对初值敏感的特点,虽然全局搜索能力强,但收敛速度慢。大规模输电网规划方法对求解速度的要求越来越高,为此结合人工鱼群算法和混沌优化算法,提出了适用于输电网规划的混沌人工鱼群算法,该算法继承了混沌优化算法特点,使人工鱼群在搜索过程中避免陷入局部极值,同时改进了人工鱼的视野和游动步长,加快了寻优效率。算例结果验证了该算法的可行性。
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| 关 键 词： | 输电网规划 人工鱼群算法 混沌优化算法 混沌人工鱼群算法 |
Transmission Network Planning Based on Chaotic Artificial Fish Swarm Algorithm |
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| NIE Hongzhan,WANG Biyuan,SUN Jinhong,MA Yuansheng. Transmission Network Planning Based on Chaotic Artificial Fish Swarm Algorithm[J]. Power System Technology, 2010, 34(12) |
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| Authors: | NIE Hongzhan WANG Biyuan SUN Jinhong MA Yuansheng |
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| Affiliation: | NIE Hongzhan1,WANG Biyuan1,SUN Jinhong2,MA Yuansheng2(1.School of Electrical Engineering,Northeast Dianli University,Jilin 132012,Jilin Province,China,2.Yingkou Power Supply Company,Yingkou 115002,Liaoning Province,China) |
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| Abstract: | Artificial fish swarm algorithm can rapidly converge,but there is the defect of premature convergence;although chaotic optimization algorithm possesses strong searching capability due to its features of ergodicity,randomness and sensitivity to initial value,however it converges slowly.At present large-scale transmission network planning method put a higher and higher demand on solution speed,to meet this demand a chaotic artificial fish swarm algorithm suitable for transmission planning is proposed by integ... |
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| Keywords: | transmission network expansion planning artificial fish swarm algorithm(AFSA) chaotic optimization algorithm(COA) chaotic artificial fish swarm algorithm(CAFSA) |
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