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免疫算法理论及应用研究 被引量：7

Research on Immune Algorithm Theory and its Application
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摘要 免疫算法是一种新兴的仿生算法,已成为计算智能研究的热点。首先介绍了免疫算法产生、发展和基本原理,并详细讨论了免疫算法的分类,然后讨论了免疫算法理论在许多领域中的发展应用,最后指出了免疫算法理论的研究方向和发展前景。 Immune algorithm is a novel category of bionic algorithm. It has become a hotspot in the area of computational intelligence. Firstly, the history, development and basic principle of immune algorithm is introduced, and the classification of immune algorithm is discussed. Then, the applications of immune principle in many new domains are also provided. Finally, some remarks on the further research and directions are presented.
作者 胡风新 郭红瑾 孙运芳
机构地区 中原石油勘探局通信管理处
出处 《计算机与数字工程》 2009年第7期46-49,共4页 Computer & Digital Engineering
关键词 免疫算法 人工免疫系统 智能计算 immune algorithm, artificial Immune system （AIS）, intelligent computation
分类号 TP18 [自动化与计算机技术—控制理论与控制工程]
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参考文献30

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二级参考文献17

  • 1Jungwon Kim ,Peter J Bentley.Towards an Artificial Immune System for Network Intrusion Detection:An investigation of Dynamic Clonal Selection[C].In:the Congress on Evolutionary Computation(CEC-2002), Honolulu, 2002-05-12-17 : 1015 - 1020.
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  • 3Junwon Kim,Peter J Bentley.A Model of Gene Library Evolution in the Dynamic Clonal Selection Algorithm[C].In:Proceedings of the First International Conference on Artificial Immune Systems(ICARIS) Canterbury, 2002-09-9-11 : 57-65.
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  • 6Steven Andrew Hofmeyer.An Immunological Model of Distributed Detection and Its Application to Computer Security[D].PhD Dissertation.University of New Mexico, 1999.
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  • 8陈国良，遗传算法及其应用，1996年
  • 9吴敬毓，医学免疫学，1995年
  • 10Ying H，Automatica，1990年，26卷，3期，513页

共引文献534

同被引文献55

引证文献7

二级引证文献22

计算机与数字工程
2009年 第7期

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