| 基于Matlab遗传算法工具箱的优化计算实现 |
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| 引用本文： | 陈秋莲,王成栋.基于Matlab遗传算法工具箱的优化计算实现[J].现代电子技术,2007,30(2):124-126,129. |
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| 作者姓名： | 陈秋莲 王成栋 |
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| 作者单位： | 1. 广西大学,计算机与电子信息学院,广西,南宁,530004
2. 南宁利隆消防检测有限公司,广西,南宁,530003 |
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| 基金项目： | 广西大学校科研和教改项目 |
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| 摘 要： | 遗传算法是一种基于生物自然选择与遗传机理的随机搜索与优化方法。遗传算法求解复杂优化问题的巨大潜力及其在工业工程领域的成功应用,而受到了广泛关注。Matlab的遗传算法工具箱具有使用简单方便,计算可靠,快捷高效和图形结果可视化等特点,具有广阔的应用前景。主要介绍了基于Matlab遗传算法工具箱,深入分析其编码方式、初始群体、选择、交叉、变异操作及适应度函数的实现方法。最后给出应用实例,验证了Matlab遗传算法优化工具的有效性。
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| 关 键 词： | 遗传算法 遗传算法 工具箱 溶化过程 |
| 文章编号： | 1004-373X（2007）02-124-03 |
| 收稿时间： | 2006-07-26 |
| 修稿时间： | 2006-07-26 |
Optimization of Genetic Algorithm Toolbox Based on Matlab |
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| CHEN Qiulian,WANG Chengdong.Optimization of Genetic Algorithm Toolbox Based on Matlab[J].Modern Electronic Technique,2007,30(2):124-126,129. |
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| Authors: | CHEN Qiulian WANG Chengdong |
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| Affiliation: | 1. College of Computer and Information Engineering, Guangxi University, Nanning, 530004, China; 2. Nanning Lilong Fire Control Detection Co. Ltd., Nanning, 530003, China |
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| Abstract: | Genetic algorithm is a random search and optimization method based on natural select and genetic mechanism of the living beings.It is successfully used in solving the complex optimization and the industrial engineering problem,and has attracted a lot of attention.GA toolbox is convenient to be used and has the characteristics such as as reliable calculation,high efficiency and visualized graphic results,so it has a broad application prospect.This paper introduces the GA toolbox.Expounds on the Encoding,Initiation,Selection,Xover,Mutation operation and Fitness function.Finally simulation shows the effectiveness and practicability of the GAOT in Matlab. |
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| Keywords: | Matlab |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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