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Distribution Network Reconfiguration Based on Simulated Annealing Immune Algorithm

机译:基于模拟退火免疫算法的配电网重构

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A distribution network reconfiguration method based on simulated annealing immune (SAI) algorithm is proposed in this paper.According to the characteristics of reconfiguration, loop encoding is used and the public switches between loops are disposed in advance, so the individuals in evolution turn to be feasible.Besides, the historic and present optimal individuals are combined to construct vaccine dynamically, and not only the speed of evolution searching but also the individual performance can be improved by inoculation.On the other hand, the selection operator based on Boltzmann annealing method, high frequency mutation and immune supplement are used to keep the population diversity. Through the improvements, the early maturity is avoided effectively.Reconfiguration results show the prompt convergence and effectiveness of proposed method.
机译:提出了一种基于模拟退火免疫算法的配电网重构方法。根据重构算法的特点,采用环路编码,并预先设置环路之间的公共开关,使进化个体成为个体。此外,结合历史和当前最优个体动态构建疫苗,不仅可以通过接种提高进化搜索的速度,而且可以提高个体性能。另一方面,基于玻尔兹曼退火方法的选择算子,高频突变和免疫补充剂用于保持种群多样性。通过改进,有效避免了早熟问题。重构结果表明,该方法具有快速收敛性和有效性。

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