| 遗传算法算子优化的应用 |
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| 引用本文： | 殷凤琴,秦奋涛.遗传算法算子优化的应用[J].现代计算机,2008(8). |
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| 作者姓名： | 殷凤琴 秦奋涛 |
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| 作者单位： | 河北北方学院理学院计算机系,张家口075000 |
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| 基金项目： | 河北省张家口市科技局科研项目 |
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| 摘 要： | 为了解决简单的遗传算法中容易出现"早熟收敛"等问题,需要对遗传算法进行改进.改善的算法采用自适应的交叉和变异算子,让交叉和变异概率随适应函数值的变化而变化.测试证明这是一种有效的优化方法,可以起到跳出"早熟",加速收敛的效果.
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| 关 键 词： | 遗传算法 算子 优化 应用 |
Application of Operators Optimization of Genetic Algorithm |
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| YIN Feng-qin,QIN Fen-tao.Application of Operators Optimization of Genetic Algorithm[J].Modem Computer,2008(8). |
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| Authors: | YIN Feng-qin QIN Fen-tao |
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| Affiliation: | YIN Feng-qin,QIN Fen-tao (Department of Computer,Hebei North University,Zhangjiakou 075000) |
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| Abstract: | In order to solve the problem of premature convergence in simple genetic algorithm, it's necessary to make some improvements on genetic algorithm. The improved algorithm adopts adaptive crossover and mutation variate according to the adaptive function value. Test shows that it's an effective optimization method, it has the effect of preventing premature, accelerating convergence. |
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| Keywords: | Genetic Algorithm Operator Optimization Application |
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