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使用基于中医思想的蚁群算法求解配电网重构
引用本文:王超学,崔杜武,崔颖安,谢炎林.使用基于中医思想的蚁群算法求解配电网重构[J].中国电机工程学报,2008,28(7):13-18.
作者姓名:王超学  崔杜武  崔颖安  谢炎林
作者单位:1. 西安建筑科技大学信息与控制工程学院,陕西省,西安市,710055
2. 西安理工大学计算机科学与工程学院,陕西省,西安市,710048
3. 中国国电集团公司贵阳发电厂,贵州省,贵阳市,550002
摘    要:提出使用基于中医思想的蚁群算法(a novel ant colony system based on traditional Chinese medicine theory,CACS)求解配电网重构问题。针对配电网重构问题的特点,采用基于基本环路的解的编码方式,设计适合于配电网重构的解元件库、保健算子和治病算子,从而将CACS应用到配电网重构问题中。在IEEEE33和IEEE69节点的100次仿真测试中,CACS全部找到最优解,且最快收敛代数分别为3和7、平均收敛代数分别为22.16和59.92。同相关文献中的智能算法测试结果对比表明,CACS在保证解的质量的前提下,不但计算效率高,而且鲁棒性好。

关 键 词:中医思想  保健算子  治病算子  解元件库  配电网重构
文章编号:0258-8013(2008)07-0013-06
收稿时间:2006-11-09
修稿时间:2007年2月11日

Distribution Network Reconfiguration Using a Novel Ant Colony System Based on Traditional Chinese Medicine Theory
WANG Chao-xue,CUI Du-wu,CUI Ying-an,XIE Yan-lin.Distribution Network Reconfiguration Using a Novel Ant Colony System Based on Traditional Chinese Medicine Theory[J].Proceedings of the CSEE,2008,28(7):13-18.
Authors:WANG Chao-xue  CUI Du-wu  CUI Ying-an  XIE Yan-lin
Abstract:Distribution network reconfiguration using a novel ant colony system based on traditional Chinese medicine theory (CACS) is proposed. In view of the characteristic of distribution network reconfiguration, the codification strategy based on the basic loops is adopted, and the solution components pool and the nourishing operator and the remedying operator are designed. In the 100 times tests of IEEE 33-bus and IEEE 69-bus distribution networks, CACS can find the global best solution in each test, and the fastest convergence generations are 3 and 7 respectively, and the average ones are 22.16 and 59.92 respectively. The simulation results show that CACS promises prominent performance not only in the convergence speed but also in the quality of solution and robustness when compared with algorithms in pertinent literatures.
Keywords:traditional Chinese medicine theory  nourishing operator  remedying operator  eugenic solution components pool  distribution network reconfiguration
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