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| 基于改进微分进化算法的输电网络规划 | |
| 引用本文： | 钟红梅,张飞飞,叶长青.基于改进微分进化算法的输电网络规划[J].电气技术,2012(6):25-27. |
| 作者姓名： | 钟红梅 张飞飞 叶长青 |
| 作者单位： | 1. 广东电网公司惠州供电局,广东惠州,516003 2. 华北电力大学电气与电子工程学院,北京,102206 3. 惠州出入境检验检疫局,广东惠州,516006 |
| 摘 要： | 提出一种改进微分进化算法来求解输电网络规划问题。该算法采用控制参数自适应调整策略,保持了种群的多样性并提高了全局搜索能力。同时引入联赛选择算子,避免了应用惩罚函数法构造适应度函数时难以选择惩罚系数的问题。18节点测试系统的计算结果验证了所提算法的有效性。 |
| 关 键 词： | 输电网络规划 微分进化算法 自适应 联赛选择 |
Improved Differential Evolution Algorithm for Transmission Network Planning |
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| Zhong Hongmei,Zhang Feifei,Ye Changqing.Improved Differential Evolution Algorithm for Transmission Network Planning[J].Electrical Engineering,2012(6):25-27. | |
| Authors: | Zhong Hongmei Zhang Feifei Ye Changqing |
| Affiliation: | 1.Huizhou Power Supply Bureau of Guangdong Power Grid Corporation,Huizhou,Guangdong 516003;2.School of Electrical and Electronic Engineering,North China Electric Power University,Beijing 102206;3.Huizhou Entry-exit Inspection and Quarantine Bureau,Huizhou,Guangdong 516006) |
| Abstract: | An improved differential evolution algorithm for transmission network planning is presented.The self-adaptive control parameter strategy is employed,so the diversity of population can be kept and the global searching ability is improved.Tournament selection operator is introduced to avoid the difficulty of select the penalty coefficient while formulating the fitness function.The numeric results on 18-bus test system show the effectiveness of the proposed algorithm. |
| Keywords: | transmission network planning differential evolution algorithm self-adaptive tournament selection |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |