| 基于AIS的时变函数优化 |
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| 引用本文： | 徐雪松,邓智,王勇.基于AIS的时变函数优化[J].吉首大学学报(自然科学版),2005,26(4):41-44. |
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| 作者姓名： | 徐雪松 邓智 王勇 |
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| 作者单位： | 华东交通大学电气与电子工程学院,江西,南昌,330013;江西财经学院信息工程学院,江西,南昌,330013 |
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| 摘 要： | 借鉴生物免疫系统优化机理，构造一种人工免疫系统，用于求解时变函数优化问题.该方法采用高变异克隆选择作为主要的搜索算子，通过免疫网络的构造和在线调整，实现进化过程优势个体模式的自组织记忆.仿真结果表明该算法具有较好的时变函数优化效果.
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| 关 键 词： | 人工免疫系统 时变函数 优化 |
| 文章编号： | 1007-2985（2005）04-0041-04 |
| 收稿时间： | 2005-08-11 |
| 修稿时间： | 2005年8月11日 |
Optimization of Time- Varied Functions Based on AIS |
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| XU Xue-song,DENG Zhi,WANG Yong.Optimization of Time- Varied Functions Based on AIS[J].Journal of Jishou University(Natural Science Edition),2005,26(4):41-44. |
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| Authors: | XU Xue-song DENG Zhi WANG Yong |
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| Institution: | (1.College of Electrical and Electronic Engineering,East China Jiao Tong University，Nanchang 330013，China；2.College of Information Engineering,Jiangxi Finance and Economic University，Nanchang 330013，China) |
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| Abstract: | Referring to inmune optimization mechanism, an artificial immune system for time - varied functions optimization is presented. In this paper, a clone and selection operator is constructed to act as the main search operator by mimic the clone and selection process of B cell, and a immune network is constructed to realize self-organization and memory of the optimal and is used to conduct the following search process. The simulation results show that the algorihm has good perfonrmance on optimization for time- varied functions. |
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| Keywords: | artificial immune system time - varied function optimization |
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