|Table of Contents|

Study on Immune Control Algorithm and Application(PDF)

南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

Issue:
2005年04期
Page:
29-33
Research Field:
Publishing date:

Info

Title:
Study on Immune Control Algorithm and Application
Author(s):
SU Jianyuan
College of Electric Engineering,Hohai University,Jiangsu Nanjing 210024,China
Keywords:
immune;  contro ; l system;  feedback;  an tigen;  an tibody;  affin ity;  c lone
PACS:
TP18
DOI:
-
Abstract:
B io log ica l immune system. s learn ing and m em ory and se l-f adapting and robustness o ffer m odern contro l theo ry and eng ineer new research approach. B io log ica l immune system. s co rrespond ing m echanism s are in troduced. S im ilarities o f b io log ica l imm une system and artific ia l immune system and contro l system are illum inated. Imm une m ode ls and a lgor ithm s and imm une contro l. s new resea rches and app lications are summ ar ized. A further study is po inted out in immune contro l fie ld from theoretica l ana ly sis and a lgo rithm research and fusion resea rch and applied research. So are the research directions about artificial imm une system to apply to aspect o f adaptive contro ,l inte ll-i g ent contro,l feedback con tro ,l sequential con tro ,l robo t behav ior contro,l and au to-adapted d isturbance neutra lizing agent. The resu lts indicate that the imm une contro l has ex trem e ly broad pro spect o f app lication and it is a cha lleng ing research top ic.

References:

[ 1] 丁永生, 任立红. 一种新颖的模糊自调整免疫反馈控制系统[ J] . 控制与决策, 2000, 15( 4): 443- 446.
[ 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.
[ 3] 扬孔雨, 王秀峰. 免疫记忆遗传算法及其完全收敛性研究[ J]. 计算机工程与应用, 2005, 41( 12): 47 -50.
[ 4] 余建军, 郑锋, 孙树栋. 一种新的免疫算法[ J]. 计算机工程与应用, 2004, 40( 23): 1 -3.
[ 5] 武彬, 吴耿锋, 马飞, 等. 基于免疫算法的移动机器人路径规划系统[ J]. 计算机工程, 2004, 30( 12): 122- 123.
[ 6] 王粉花, 孙一康, 王新平. 基于免疫算法的模糊神经网络在板厚板形控制中的应用[ J]. 信息与控制, 2004, 33( 4): 504 -506.
[ 7] 左兴权, 李士勇. 一种基于人工免疫原理的最优模糊神经网络控制器[ J]. 信息与控制, 2004, 33 ( 3): 380 -384.
[ 8] 杜海峰, 王建安. 基于ART 人工免疫网络的数据浓缩方法研究[ J]. 模式识别与人工智能, 2001, 14( 12): 401- 405.
[ 9] Jerne N K. Tow ards a netwo rk theory of the immune system [ J]. Annua l Imm unology, 1974, 125C: 373- 389.
[ 10] H unt J, Timm is J, CookeD, et al. Jisy s: TheDeve lopm ent of an Artificial Immune System for RealWo rld Applications [M ]. Ber lin: Springer-Verlag, 1999.
[ 11] H unt J, Cooke D. Lea rning using an artificial imm une system [ J]. Journa l o f Netwo rk and Computer App lications, 1996, 19( 2): 189 -212.
[ 12] Fo rrest S, Perelson A S, A llen L, et al. Se l-f nonse lf discr im ina tion in a com puter [ C ] / / Proceedings o f IEEE Sym po sium on Research in Security and Priv acy. CA: IEEE Compu ter Soc iety Press, 1994: 221 -231.
[ 13] Farm er J D, Packard N H. The immune-sy stem, adap tation, and m achine learning [ J]. Phy sica, 1986, 22 ( 1): 187- 204.
[ 14] Varela F J, Stew art J. Dynam ics o f a class of imm une ne tw ork, g loba l stab ility o f idio type interactions [ J]. J Theoretica l B iology, 1990, 144: 93 -101.
[ 15] Ishiguro A, Kondo T, W a tanabe Y, et al. Em ergen t construction of artificia l imm une netwo rks for au tonom ous m obile robo ts [ C] / / Proc 1997 IEEE Int Conf on System, M an and Cyberne tics. Or lando, 1997: 1222- 1228.
[ 16] Ish iguro A, Kubo shik i S, Ich ikaw a S, et al. Ga it contro l of hex apod w alking robo ts using mutua-l coup led imm une ne tw orks [ J]. Adv anced Robo tics, 1996, 10( 2) : 179- 195.
[ 17] Lee D W, S im K B. Ar itifica l immune netwo rk-based cooperative contro l in co llective autonomous robots [ C ] / / Proc 6th IEEE IntWo rkshop on Robo t and H um an Commun ica tion. Senda:i IEEE, 1997: 58 -63.
[ 18] M itsum oto N, Fukuda T, Arai F, et el. Contro l of the distr ibuted autonom ous robotic sy stem based on the biolog ically inspired immuno log ical artifical immune system [ C] / / Proc 1997 IEEE int Conf on Robo tics and Automa tion. A lbuquerque, 1997: 3551- 3556.
[ 19] Takahashi K, yam ada T. Application of an imm une feedback m echanism to contro l system s [ J]. JSME Internationa l Journa l ( Series C ), 1998, 41( 2): 184 -191.
[ 20] Leandro N de Castro, Fe rnando J V Z. Learn ing and optim ization using the c lona l se lection pr inc iple [ C ] / / IEEE Transactions on Evo lutionary Com puta tion, Spec ial Issue on A rtific ial Immune System, 2001.
[ 21] Perelson A. Imm une netwo rk theory [ J] . Immuno log ical Rev iew, 1989, 110: 5 -36. [ 22] Ish ida Y, Adach iN. Active nois
e control by an immune a lgor ithm: adapta tion in immune sy stem as an evo lution [ C ] / / Proc ICEC 96. Nagoya, 1996: 150 -153.
[ 23 ] Kr ishnaKum ar K, Ne idhoefer J. Immunized adaptive cr itics fo r leve l 2 intelligent control [ C ] / / Proc of the IEEE SMC. 97. O rlando, 1997.
[ 24] Ootsuki J T, Sek iguch i T. App lication of the imm une sy stem netw ork concept to sequentia l control [ C ] / / Proc IEEE SMC. 99. Tokyo, 1999: 869 -874.
[ 25] Dary l Bradley, Andy Tyrre l.l A ha rdw are immune system fo r benchm ark state m achine error detection [ C ] / / Proceed ing s o f the specia l sessions on artificia l imm une sy stem s in Congress on Evo lutionary Com putation. H onolu lu: IEEE W orld Congress on Com puta tiona l In tell-i gence, 2002.
[ 26] CytoCom N etwork [ EB /OL]. [ 2000-09-15]. http: / / www. csc. liv. ac. uk / cy tocom / index. h tml .
[ 27] Towards an A rtifical Immune System fo r Netw ork Intrusion Detection: An Investig ation of C lona l Se lec tion w ith a Negativ e Se lec tion Operator [ EB /OL]. http: / /www. dcs. kc.l ac. uk / sta ff/ jungwon /Computer Immune. html .
[ 28] Spec ia l Sess ion on Artificia l Immune System s at the Congress on Evo lutionary Com putation ( CEC ) [ EB /OL]. [ 2003-12-08]. http: / /v lab. ee. nus. edu. sg / kctan / sscec2003. h tml.
[ 29] Second Internationa l Con ference on A rtific ia l Imm une Sy stem s( ICAR IS) [ EB /OL] . [ 2003-09-01 ]. Ed inburgh: Nap ier Un ive rsity. http: / /www. aber. ac. uk / icawww /IC3 / icaris2003. htm.
[ 30] B ers in,i Va re la. The imm une lea rning m echanism s: reinfo rcem ent, recruitm ent and the ir applica tions [ J]. Computing w ith B iolog ica lM e taphors, 1994, 1( 2) : 166- 192.
[ 31] 徐敏, 苏建元. OOPN 和PNOO 建模技术研究[ J]. 电脑与信息技术, 2005, 13( 5): 5- 7.
[ 32] 冷波, 苏建元. 聚类融合控制算法研究[ J]. 自动化博览, 2005, 22( 5): 67- 68.

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Last Update: 2013-04-29