人工免疫系统理论基础研究和分析

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摘要人工免疫系统是一个相对新的研究领域。人类免疫系统的生物模型，特别是克隆选择理论、免疫网络理论、否定选择理论和危险理论，已经被抽象成相应的算法并被成功地应用到各个工程领域。尽管这些算法成功解决相关的工程问题，但是，到目前为止，理论研究并没有取得进展。本文首先讨论了人工免疫系统的生物学基础，然后给出了克隆选择、否定选择和免疫网络三种AIS算法，并详细地对它们进行了理论分析。

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	作者相关文章
	邓小武
	李森林胡萍

关键词 ：人工免疫系统, 克隆选择, 否定选择, 危险理论, 免疫网络

Abstract：Artificial immune systems (AIS) constitute a relatively new area of bio-inspired computing. Biological models of the natural immune system, in particular the theories of clonal selection, immune networks and negative selection, have provided the inspiration for AIS algorithms. Moreover, such algorithms have been successfully employed in a wide variety of different application areas. However, despite these practical successes, until recently there has been a dearth of theory to justify their use. In this paper, the existing theoretical work on AIS is reviewed. After the presentation of a simple example of each of the three main types of AIS algorithm, details of thetheoretical analysis for each of these types are given.

Key words： Artificial immune systems Clonal selection Negative selection Danger theory Immune networks

收稿日期: 1900-01-01 年卷期日期: 2011-08-10 出版日期: 2011-08-10

引用本文:

邓小武李森林胡萍. 人工免疫系统理论基础研究和分析[J]. , 2011, 1(08): 0-0.
Deng xiao-wu Li sen-lin Hu Ping. Theoretical Research and Analysis in Artificial Immune Systems. , 2011, 1(08): 0-0.

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http://www.computertelecom.com.cn/CN/ 或 http://www.computertelecom.com.cn/CN/Y2011/V1/I08/0