| 基于模糊遗传算法的配电网络重构 |
| |
| 引用本文： | 刘莉,陈学允.基于模糊遗传算法的配电网络重构[J].中国电机工程学报,2000,20(2):66-69. |
| |
| 作者姓名： | 刘莉 陈学允 |
| |
| 作者单位： | 哈尔滨工业大学,黑龙江省,哈尔滨市,150001 |
| |
| 摘 要： | 提出了一种模糊遗传算法（ＦＧＡ），对交叉率和变异率进行模糊控制，有效地提高了收敛速度，避免了不成熟收敛。将ＦＧＡ用到配电网络重构中，取得了较好效果。另外本文提出用支路的开关状态（０或１）作为控制参数，避开了繁琐的编码方法，缩短了染色体长度，同时对交叉位置的选取、变异的进行等提出了独特的方案，所有这些都极大地提高了计算效率。
|
| 关 键 词： | 模糊遗传算法 配电网络 网络重构 |
| 文章编号： | 0258-8013 (2000) 01-0066-04 |
| 修稿时间： | 1999-01-04 |
RECONFIGURATION OF DISTRIBUTION NETWORKS BASED ON FUZZY GENETIC ALGORITHMS |
| |
| LIU Li,CHEN Xue-yun.RECONFIGURATION OF DISTRIBUTION NETWORKS BASED ON FUZZY GENETIC ALGORITHMS[J].Proceedings of the CSEE,2000,20(2):66-69. |
| |
| Authors: | LIU Li CHEN Xue-yun |
| |
| Abstract: | A fuzzy genetic algorithms is
proposed. FGA can improve the performance of GA by means of controlling the crossover rate
Pc and mutation rate Pm. It can improve the speed of convergence and avoid premature
convergence. The status of each switch in distribution networks is naturally represented
by a control parameter 0 or 1. The length of string is much shorter than those proposed by
others. Special design on the select of crossover position and implementation of mutation
are adopted, which accelerates the calculating process. |
| |
| Keywords: | fuzzy genetic algorithms distribution networks reconfiguration |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
