| 一种基于正交实验设计的遗传算法 |
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| 引用本文： | 姚文俊.一种基于正交实验设计的遗传算法[J].中南民族大学学报(自然科学版),2004,23(1):62-65. |
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| 作者姓名： | 姚文俊 |
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| 作者单位： | 中南民族大学电子与信息工程学院,武汉,430074 |
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| 摘 要： | 将正交实验设计法与遗传算法结合,介绍了正交初始化的种群和正交的交叉算子,得到一种正交遗传算法.经仿真实验,该算法收敛性和解的质量均优于标准遗传算法.
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| 关 键 词： | 正交实验法 遗传算法 正交数组 初始种群 交叉算子 |
| 文章编号： | 1672-4321(2004)01-0062-04 |
| 修稿时间： | 2003年9月1日 |
An Improved Genetic Algorithm Based on Orthogonal Experimental Design Method |
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| Yao Wenjun Lect,College of Electronics and Information Engineering,SCUFN,Wuhan ,China.An Improved Genetic Algorithm Based on Orthogonal Experimental Design Method[J].Journal of South-Central Univ for,2004,23(1):62-65. |
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| Authors: | Yao Wenjun Lect College of Electronics and Information Engineering SCUFN Wuhan China |
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| Institution: | Yao Wenjun Lect,College of Electronics and Information Engineering,SCUFN,Wuhan 430074,China |
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| Abstract: | In this paper, the orthogonal experimental design method and Genetic Algorithm are integrated,and generates the initial population and designs the orthogonal crossover operator. It gives an Orthogonal Genetic Algorithm. The new Algorithm is presented on MATLAB, the advantage of fast convergence and high precision can be indicated in the simulation. |
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| Keywords: | orthogonal experimental design method Genetic Algorithm orthogonal array initial population orthogonal crossover |
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