| 基于基因调控的改进遗传算法 |
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| 引用本文： | 王焱,东野广升,王连桂. 基于基因调控的改进遗传算法[J]. 济南大学学报(自然科学版), 2006, 20(2): 144-147 |
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| 作者姓名： | 王焱 东野广升 王连桂 |
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| 作者单位： | 济南大学,控制科学与工程学院,山东,济南,250022;济南大学,图书馆,山东,济南,250022 |
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| 基金项目： | 中国科学院资助项目;济南大学校科研和教改项目 |
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| 摘 要： | 针对标准遗传算法存在个体多样性差，易陷入局部极小等缺陷，提出了基于基因调控的改进遗传算法。该方法具有结构简单、搜索速度快、操作方便等特点。典型函数测试实验及对比分析结果证明了该方法的有效性，为遗传算法的改进及智能优化方法的研究提供了一条新的途径。
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| 关 键 词： | 基因调控 遗传算法 调控算子 智能优化 |
| 文章编号： | 1671-3559(2006)02-0144-04 |
| 修稿时间： | 2005-06-03 |
An Improved Genetic Algorithm Based on Gene Regulation |
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| WANG Yan,DONGYE Guang-sheng,WANG Lian-gui. An Improved Genetic Algorithm Based on Gene Regulation[J]. Journal of Jinan University(Science & Technology), 2006, 20(2): 144-147 |
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| Authors: | WANG Yan DONGYE Guang-sheng WANG Lian-gui |
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| Abstract: | We present improved Genetic Algorithms based on Gene Regulation to the shortcomings in standard Genetic Algorithms such as difference for individual variety,easy being driven to partial infinitesimal.This method is provided with a simple structure,high-speed searching and convenient manipulation.This method is proved effective through testing with typical function and contrasting and analyzing the result.This provides a new way for the improve ment on Gene Regulation and the research in intelligent optimization. |
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| Keywords: | gene regulation genetic algorithm regulation operator intelligence optimization |
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