| 混沌惯性权值调整策略的粒子群优化算法 |
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| 引用本文： | 吴秋波,王允诚,赵秋亮,吴昌荣. 混沌惯性权值调整策略的粒子群优化算法[J]. 计算机工程与应用, 2009, 45(7): 49-51. DOI: 10.3778/j.issn.1002-8331.2009.07.016 |
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| 作者姓名： | 吴秋波 王允诚 赵秋亮 吴昌荣 |
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| 作者单位： | 成都理工大学能源学院,成都,610059;中国石油川庆钻探工程公司地球物理勘探公司,成都,610213;成都理工大学能源学院,成都,610059;浙江海洋学院机电工程学院,浙江,舟山,316000 |
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| 摘 要： | 粒子群优化算法是一种新颖的智能优化算法。惯性权值对粒子群优化算法的性能有着重要的影响。在分析已有的惯性权值调整策略的基础上,提出了混沌惯性权值调整策略,该策略将惯性权值用一个混沌变量来描述。标准测试函数实验表明,在不影响优化结果精度的情况下,混沌惯性权值调整策略的粒子群优化算法收敛速度较已有方法有了明显的提高。
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| 关 键 词： | 粒子群优化算法 惯性权值 混沌 |
| 收稿时间： | 2008-06-11 |
| 修稿时间： | 2008-9-23 |
Particle Swarm Optimization algorithm with Chaotic Inertia Weight adjusting strategy |
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| WU Qiu-bo,ANG Yun-cheng,ZHAO Qiu-lian,WU Chang-rong. Particle Swarm Optimization algorithm with Chaotic Inertia Weight adjusting strategy[J]. Computer Engineering and Applications, 2009, 45(7): 49-51. DOI: 10.3778/j.issn.1002-8331.2009.07.016 |
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| Authors: | WU Qiu-bo ANG Yun-cheng ZHAO Qiu-lian WU Chang-rong |
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| Affiliation: | WU Qiu-bo,WANG Yun-cheng,ZHAO Qiu-liang,WU Chang-rong 1.College of Energy,Chengdu University of Technology,Chengdu 610059,China 2.Geophysical Prospecting Company,CNPC Chuanqing Drilling & Exploration Corporation,Chengdu 610213,China 3.College of Electromechanical Engineering,Zhejiang Ocean University,Zhoushan,Zhejiang 316000,China |
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| Abstract: | Particle Swarm Optimization algorithm(PSO) is a new intelligent optimization paradigm.The inertia weight is very important to the performance of PSO.Based on analyzing existing inertia weight adjustment strategy,a novel method,Chaotic Inertia Weight strategy(CIW) is proposed,which describes the inertia weight as a chaotic variable.Results of three benchmark functions indicate the PSO with CIW has been significantly improved on convergence speed comparing with other existing methods,while keeping the excelle... |
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| Keywords: | Particle Swarm Optimization（PSO） inertia weight chaos |
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