期刊文献+

人工免疫系统及其在控制领域中的应用 被引量:6

ARTIFICIAL IMMUNE SYSTEM AND ITS APPLICATION IN CONTROL FIELD
下载PDF
导出
摘要 本文介绍了人工免疫系统及其在控制领域中的应用,首先简要介绍生物免疫系统可被发展用于人工免疫系统的相关机理,然后给出基于生物免疫系统机理开发的、并应用于控制领域的人工免疫网络模型和免疫学习算法,接着举例说明近年来人工免疫系统在控制领域中的最新研究结果,最后给出了进一步的研究工作. In this paper, artificial immune system and its applications in control field are presented. Firstly, the corresponding mechanisms of biological immune system that can be developed for artificial immune system are introduced briefly. Secondly, artificial immune network models and immune learning algorithms based on artificial immune system developed for application in control field are presented. Thirdly, the new applied researches served for control field based on artificial immune system are illustrated. Finally, the directions for further study are also provided.
出处 《信息与控制》 CSCD 北大核心 2003年第1期45-50,共6页 Information and Control
关键词 生物免疫系统 人工免疫系统 人工免疫系统模型 控制 biological immune system, artificial immune system, artificial immune system models, con- trol
  • 相关文献

参考文献37

  • 1[1]Dasgupta D, Attoh-Okine N. Immunity-based System: A Survey. In: Proc 1997 IEEE Int Conf on System Man and Cybernetics, Orlando, FL, USA, 1997, 1:369~374
  • 2[2]Jerne N K. The Immune System. Scientific America, 1973, 229(1): 52~60
  • 3[3]Jerne N K. Towards a Network Theory of the Immune System. Annual Immunology, 1974, 125C:373~389
  • 4[4]Perelson A S. Immune Network Theory. Immunological Review, 1989, 10:5~36
  • 5[5]Vertosick F T, Kelly R H. Immune Network Theory: A Role for Parallel Distributed Processing? Immunology, 1989, 66:1~7
  • 6[6]Celada F, Seiden P E. A Computer Model of Cellular Interaction in the Immune System. Immunology Today, 1992, 13(2):56~62
  • 7[8]Ishida Y, Adachi N. Active Noise Control by an Immune Algorithm: Adaptation Immune System as an Evolution. In: Proc 1996 IEEE Int Conf on Evolutionary Computation, Nagoya, Japan, 1996, 150~153
  • 8[9]Ishiguro A, Kondo T, Watanabe Y, et al. Emergent Construction of Artificial Immune Networks for Autonomous Mobile Robots. In: Proc 1997 IEEE Int Conf on System, Man and Cybernetics, Orlando, FL, USA, 1997, 2: 1222~1228
  • 9[10]Ishiguro A, Kuboshiki S, Ichikawa S, et al. Gait Control of Hexapod Walking Robots Using Mutual-Coupled immune Networks. Advanced Robotics, 1996, 10(2):179~195
  • 10[11]Ishiguro A, Watanabe Y, Uchikawa Y. An Immunological Approach to Dynamic Behavior Control for Autonomous Mobile Robots. In: Proc 1995 IEEE/RSJ Int Conf on Intelligent Robots and Systems. Pittsburgh, PA, USA, 1995, 1:495~500

二级参考文献3

  • 1Ying H,Automatica,1990年,26卷,3期,513页
  • 2Qi X M,Fuzzy Sets Systems,1997年,91卷,279页
  • 3Tang Z,Proc 27th Int Symp on Multiple- valued L ogic.Antigo-nish,1997年,233页

共引文献97

同被引文献85

  • 1庄健,王孙安.基于人工免疫网络机器人路径规划算法的进一步研究[J].系统仿真学报,2004,16(5):1017-1019. 被引量:12
  • 2王再英.轴流风机防喘振分析及基于SLPC的防喘振控制系统设计[J].化工自动化及仪表,2005,32(4):61-64. 被引量:3
  • 3于瀛,侯朝桢.基于危险理论的免疫识别新算法[J].控制与决策,2005,20(9):1026-1029. 被引量:5
  • 4陈述彭 鲁学军 等.地理信息系统导论[M].北京:科学出版社0,2000..
  • 5[1]DE CASTRO L N, VON ZUBEN F J. Artificial Immune Systems: Part Ⅰ-Basic Theory and Applications (Tech Rep-RT DCA 01/99) [R]. Campinas, SP: State University of Campinas, 1999.
  • 6Farmer J D,Packard N H,Perelson A S. The immune system, adaptation, and machine learning[J]. Physics, 1986, 22D(1 -3) :187 -204.
  • 7Dasgupta D. Artificial Immune Systems and Their Applications [ M ].Berlin: Spfrnger-Verlag, 1999. 3-23.
  • 8Anon. 1st International Conference on Artificial Immune Systems(ICARIS-2002) [ EB/OL]. http ://www. abet. ac. uk/^icawww/CFP.htm, 2002.
  • 9Richard O, Andy M. A hardware artificial immune system and embryonic array for fault tolerant systems [ J ]. Genetic Programming and Evolvable Machines 2003, 4(4) : 359 -382.
  • 10Chun J S, Jung H K, Hahn S Y. A study on comparison of optimization performance between immune algorithm and other heuristic algorithms[ J]. IEEE Transactions on Magnetics, 1998, 34(5 ) : 2972 -2975.

引证文献6

二级引证文献22

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部