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Improved multi-objective artificial bee colony algorithm for optimal power flow problem
Ma LB(马连博); Hu KY(胡琨元); Zhu YL(朱云龙); Chen HN(陈瀚宁)
作者部门信息服务与智能控制技术研究室
关键词Cooperative Artificial Colony Algorithm Optimal Power Flow Multi-objective Optimization
发表期刊JOURNAL OF CENTRAL SOUTH UNIVERSITY
ISSN2095-2899
2014
卷号21期号:11页码:4220-4227
收录类别SCI ; EI
EI收录号20150100392355
WOS记录号WOS:000345081500023
产权排序1
资助机构National Natural Science Foundation of China [61105067, 61174164]
摘要The artificial bee colony (ABC) algorithm is improved to construct a hybrid multi-objective ABC algorithm, called HMOABC, for resolving optimal power flow (OPF) problem by simultaneously optimizing three conflicting objectives of OPF, instead of transforming multi-objective functions into a single objective function. The main idea of HMOABC is to extend original ABC algorithm to multi-objective and cooperative mode by combining the Pareto dominance and divide-and-conquer approach. HMOABC is then used in the 30-bus IEEE test system for solving the OPF problem considering the cost, loss, and emission impacts. The simulation results show that the HMOABC is superior to other algorithms in terms of optimization accuracy and computation robustness.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Metallurgy & Metallurgical Engineering
关键词[WOS]GENETIC ALGORITHM ; OPTIMIZATION ; EVOLUTION
WOS研究方向Metallurgy & Metallurgical Engineering
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/15451
专题信息服务与智能控制技术研究室
通讯作者Ma LB(马连博)
作者单位1.Department of Information Service and Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.University of Chinese Academy of Sciences, Beijing, China
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GB/T 7714
Ma LB,Hu KY,Zhu YL,et al. Improved multi-objective artificial bee colony algorithm for optimal power flow problem[J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY,2014,21(11):4220-4227.
APA Ma LB,Hu KY,Zhu YL,&Chen HN.(2014).Improved multi-objective artificial bee colony algorithm for optimal power flow problem.JOURNAL OF CENTRAL SOUTH UNIVERSITY,21(11),4220-4227.
MLA Ma LB,et al."Improved multi-objective artificial bee colony algorithm for optimal power flow problem".JOURNAL OF CENTRAL SOUTH UNIVERSITY 21.11(2014):4220-4227.
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