[1]肖人彬,曹鹏彬,刘 勇.工程免疫计算:基本概念与研究框架[J].智能系统学报,2007,2(6):27-37.
 XIAO Ren-bin,CAO Peng-bin,LIU Yong.Engineering immune computing: fundamentals and a research framework[J].CAAI Transactions on Intelligent Systems,2007,2(6):27-37.
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工程免疫计算:基本概念与研究框架

参考文献/References:
[1] de CASTRO L N, TIMMIS J. Artificial immune system: a new computational int elligence approach[M]. Berlin: SpingerVerlag, 2002.[2]肖人彬,王磊. 人工免疫系统:原理、模型、分析及展望[J]. 计算机学报,2002,25(12):1281-1293.
?XIAO Renbin, WANG Lei. Artificial immune system: principle, models, analysis and perspectives[J]. Chinese Journal of Computers, 2002, 25(12):1281-1293.
[3]DE CASTRO L N, VON ZUBEN F J. Artificial immune system (part I): bas ic theory and application[R].[S.l.],1999.
[4]黄席樾,张著洪,何传江,等. 现代智能算法理论及应用[M]. 北京:科学出版社,2005.
[5] FORREST S, HOFMEYR S A, SOMAYAJI A. Computer immunology[J]. Communicatio ns of the ACM,1997,40(10):88-96.
[6] DASGUPTA D, ATTOH-OKINE N. Immunity based systems: a survey[A]. Proceedi ngs of IEEE International Conference on Systems, Man, and Cybernetics,Computational Cybernetics and Simulation[C]. Orlando: IEEE Press, 1997.
[7]丁永生,任立红. 人工免疫系统:理论和应用[J]. 模式识别与人工智能,2 0 00,13(1):52-59.
DING Yongsheng, REN Lihong. Artificial immune systems: theory and applications[ J]. Pattern Recognition and Artificial Intelligence, 2000, 13(1): 52-59.
[8]焦李成,杜海峰. 人工免疫系统进展与展望[J]. 电子学报,2003,31(10) :1540-1548.
JIAO Licheng, DU Haifeng. Development and prospect of the artificial immune syst em[J]. Acta Electronica Sinica, 2003, 31(10): 1540-1548.
[9]CHUN J S, LIM J P, JUNG H K. Optimal design of synchronous motor wit h parameter correction using immune algorithm[J]. IEEE Transactions on Energy Conversion, 1999, 14(3): 610-615.
[10]LIU Y, XIAO R B. Optimal synthesis of mechanisms for path generati on using refined numerical representation based model and AIS based searching method[J] . ASME Journal of Mechanical Design, 2005, 127(4): 688-691.
[11]李广强, 滕弘飞, 霍军周. 并行混合免疫算法及其在布局设计中的应用[J] . 机械工程学报,2003,39(6):79-85.
?LI Guangqiang, TENG Hongfei, HUO Junzhou. Parallel hybrid immune algoritm and its applications to layout design[J]. Chinese Journal of Mechanical Engineerin g, 2003, 39(6): 79-85.
[12]曹先彬, 郑 振, 刘克胜,等. 免疫进化策略及其在二次布局求解中的应用[J ]. 计算机工程,2000,26(3):1-10.
CAO Xianbin, ZHENG Zhen, LIU Kesheng, et al. Research on quadratic assignment pr oblem using an immune evolution strategy[J]. Computer Engineering, 2000, 26(3) : 1-10.
[13]肖人彬. 基于免疫计算的机构轨迹综合[J]. 计算机辅助设计与图形学学报,2004,16(6):812-818.
XIAO Renbin. Mechanism path synthesis based on immune computing[J]. Journal of ComputerAided Design & Computer Graphics, 2004, 16(6): 812-818. 
[14]TIMMIS J, KNIGHT T.Data mining:a heuristic approach[M]. Hershey :Idea Publishing Group,2001.
?[15]WATKINS A, BOGGESS L. A new classifier based on resource limited ar tificial immune systems[A]. Proceedings of Congress on Evolutionary Computation[C]. Washington, 2002.
?[16]XIAO R B, TAO Z W, LIU Y. Isomorphism identification of kinematic c hains us ing novel evolutionary approaches[J]. ASME Journal of Computing and Informatio n Science, 2005, 5(1): 18-24.
[17]肖人彬,库 琼,曹鹏彬. 基于免疫聚类识别的耦合功能规划方法与实例[J ]. 计算机集成制造系统,2006,12(9):1421-1430.
 XIAO Renbin, KU Qiong, CAO Pengbing. Coupling function planning & practical exam p le based on immune clustering recognition approach[J]. Computer Integrated Man ufacturing Systems, 2006, 12(9): 1421-1430.
[18]CAO P B, XIAO R B. Assembly planning optimization using a novel imm une appr oach[J]. International Journal of Advanced Manufacturing Technology, 2007, 31( 7-8): 770-782.
?[19]FARMER J D, PACKARD N H, PERELSON A S. The immune system, adaptati on, and machine learning[J]. Physica D,1986,22(1): 187-204.
[20]王 磊,肖人彬. 基于免疫记忆的人工免疫算法模型及其应用[J]. 模式识别与人工智能,2002,15(4):385-391.
?WANG Lei, XIAO Renbin. Artificial immune algorithm model based on immune memory [J]. Pattern Recognition and Artificial Intelligence, 2002, 15(4): 385-391.
[21]肖人彬,刘 勇,窦 刚. 面向多峰值函数优化的人工免疫网络算法特性分析[J ].模式识别与人工智能,2005,18(1):17-24.
?XIAO Renbin, LIU Yong, DOU Gang. Analysis of the artificial immune network for multimodal function optimization[J]. Pattern Recognition and Artificial Intell igence, 2005, 18(1): 17-24.
[22]王 磊,潘 进,焦李成. 免疫算法[J]. 电子学报,2000,2 8(7):74-7 9. 
WANG Lei, PAN Jin, JIAO Licheng. Immune algorithm[J]. Acta Electronica Sini ca, 2000, 28(7): 74-79.
?[23]罗小平,韦 巍. 一种基于生物免疫遗传学的新优化方法[J]. 电子学报,2 0 03,31(1):59-62.
?LUO Xiaoping, WEI Wei. A new optimization method on immunogenetics[J]. Acta El ectronica Sinica, 2003, 31(1): 59-62.
[24]HAESELEER P, FORREST S, HELMAN P. An immunological approach to c hange det ection algorithms: analysis and implications[A]. Proceedings of IEEE Symposium on Security and Privacy[C]. Oakland: IEEE Computer Society Press, 1996.
?[25]COOKE D E, HUNT J E. Recognising promoter sequences using an artifi cial imm une system[A]. Proceedings of Intelligent Systems in Molecular Biology (ISMB’ 95)[C]. Cambridge: AAAI Press, 1995.
[26]HUNT J E, COOKE D E. Learning using an artificial immune system[J ]. Journal of Network and Computer Applications, Special Issue on Intelligent Systems: Des ign and Application, 1996, 19(1): 189-212.
[27]de CASTRO L N, VON ZUBEN F J. An evolutionary immune network for d ata clust ering[A]. Proceedings of Sixth Brazilian Symposium on Neural Networks[C]. Pi scataway:IEEE Press, 2000.
[28]DASGUPTA D. An artificial immune system as a multiagent decision support system[A]. Proceedings of 1998 IEEE International Conference on Systems, Man, and Cybernetics[C]. San Diego: IEEE Press, 1998.
[29]LEE D W, JUN H B,SIM K B. Artificial immune system for realization of c ooperative strategies and group behavior in collective autonomous mobile robot s[A ]. Proceedings of Fourth International Symposium on Artificial Life and Robots [C]. Hajime: Tokyo Press, 1999.[30]LEE D W, SIM K B. Artificial immune network based coopera tive contro l in co llective autonomous mobile robots[A]. Proceedings of 6th IEEE International Wo rkshop on Robot and human communication[C]. Sendai: IEEE Press 1997.
[31]ISHIDA Y, ADACHI N. Active noise control by immune algorithm: adaptation in immune system as an evolution[A]. Proceedings of ICEC’96[C]. Piscateway :IEEE Press, 1996.
[32]SATHYANATH S, SAHIN F. AISIMAMAn artificial immune system based inte ll igent multi agent model and its application to a mine detection problem[A]. Pr oc eedings of 1st International Conference on Artificial Immune Systems[C]. Cante rbury, UK: SpingerVerlag, 2002
相似文献/References:
[1]莫宏伟,左兴权,毕晓君.人工免疫系统研究进展[J].智能系统学报,2009,4(1):21.
 MO Hong-wei,ZUO Xing-quan,BI Xiao-jun.Advances in artificial immune systems[J].CAAI Transactions on Intelligent Systems,2009,4():21.
[2]赵云丰,尹怡欣,付冬梅,等.禁忌免疫网络算法及其在函数优化中的应用[J].智能系统学报,2008,3(5):393.
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备注/Memo

收稿日期:2007-04-02.
基金项目:
国家自然科学基金资助项目(50575083);
高等学校博士点基金资助项目(200304 87054)
作者简介:
肖人彬,男,1965年生,教授,博士生导师,主要研究方向为群集智能与涌现计算、智能创新设计、复杂系统建模、管理系统模拟.主持国家自然科学基金6项,4次获得省部级科技进步奖;出版学术专著4部,其中《智能设计》获得全国优秀科技图书奖,发表学术论文10 0余篇,其中10余篇被SCI收录,60余篇被EI收录. E-mail: rbxiao@mail.hust.edu.cn
曹鹏彬,女,1974年生,讲师,博士,主要研究方向为智能设计与智能制造、智能计算及应用. E-mail: caopengbin@263.net. 
刘 勇,男,1975年生,讲师,博士,主要研究方向为智能信息处理、模式识别,发表论文10余篇. E-mail: yongliu@ctgu.edu.cn.

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