| 海明距离参数对基于海明距离遗传算法的影响 |
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| 引用本文： | 张雷. 海明距离参数对基于海明距离遗传算法的影响[J]. 吉林林学院学报, 2010, 0(3): 286-288 |
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| 作者姓名： | 张雷 |
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| 作者单位： | 运城学院公共计算机教学部,山西运城044000 |
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| 基金项目： | 山西省高校科技开发项目（20091151）; 运城学院2009年度院级基础研究项目（JC-2009017） |
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| 摘 要： | 在遗传算法中引入基于海明距离的排挤机制,可以有效地防止早熟现象的发生.通过典型函数进行测试证明,海明距离参数设置的大小在一定程度上会对遗传操作的结果产生影响,若设置不合理,会阻碍遗传算法寻优方向,造成遗传算法收敛不到最优解,最后提出解决方案.
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| 关 键 词： | 海明距离 遗传算法 早熟 参数影响 |
The Influence of Hamming Distance Parameter on Genetic Algorithm Based on Hamming Distance |
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| ZHANG Lei. The Influence of Hamming Distance Parameter on Genetic Algorithm Based on Hamming Distance[J]. , 2010, 0(3): 286-288 |
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| Authors: | ZHANG Lei |
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| Affiliation: | ZHANG Lei(Public Computer Teaching Department of Yuncheng University,Yuncheng 044000,China) |
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| Abstract: | The introduction of the exclusion mechanism based on the Hamming distance in the Genetic Algorithm can effectively prevent the occurrence of the Premature Convergence.By using the typical function tests to demonstrate that,the size of the Hamming distance parameter would have an impact on the results of genetic manipulation,if the setting is unreasonable,it will hinder the direction of genetic algorithm optimization,and make genetic algorithm not reach optimal solution,finally the solutions are presented. |
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| Keywords: | Hamming distance genetic algorithm premature convergence parameter influence |
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