| 基于免疫的多峰极值遗传搜索算法 |
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| 引用本文： | 孟红云,刘三阳.基于免疫的多峰极值遗传搜索算法[J].系统工程与电子技术,2003,25(4):477-479. |
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| 作者姓名： | 孟红云 刘三阳 |
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| 作者单位： | 西安电子科技大学应用数学系,陕西,西安,710071 |
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| 基金项目： | 国家自然科学基金(69972036) |
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| 摘 要： | 寻找多极值点是一个具有广泛应用价值的问题。在传统遗传算法基础上,引入免疫算子用来搜索多峰函数的极值点,其中免疫算子依次通过疫苗提取、接种疫苗和免疫选择三个步骤来完成。实验测试结果表明,该算法对一元函数和多元函数都有很好的效果。
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| 关 键 词： | 免疫算子 遗传算法 疫苗 多极值点 |
| 文章编号： | 1001-506X(2003)04-0477-03 |
| 修稿时间： | 2002年1月22日 |
A Genetic Searching Algorithm for a Multi-Maximum Point Based on Immunity |
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| MENG Hong-yun,LIU San-yang.A Genetic Searching Algorithm for a Multi-Maximum Point Based on Immunity[J].System Engineering and Electronics,2003,25(4):477-479. |
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| Authors: | MENG Hong-yun LIU San-yang |
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| Abstract: | Searching a multi-maximum point is an important problem with a wide-ranging application. Based on the analysis of classical genetic algorithm, an improved genetic searching algorithm for multi-maximum points is proposed by introducing an immune operator which is realized by vaccine extraction, vaccination and immune selection in turn. Simulation test illustrates that the presented algorithm is efficient for both one-variable functions and multi-variable functions. |
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| Keywords: | Immune operator Genetic algorithm Vaccine Multi-maximum point |
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