A negative selection algorithm base on the self R-tree

被引：0
作者：
Wang, Kunpeng [1 ]
机构：
[1] China West Normal Univ, Nanchong, Peoples R China
来源：
INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4 | 2013年 / 411-414卷
关键词：
artificial immune; immune detector; negative selection; R-Tree; ARTIFICIAL IMMUNE-SYSTEM;
D O I：
10.4028/www.scientific.net/AMM.411-414.2007
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
In this article, we present a new negative selection algorithm which the self data is organized as a R-Tree structure. And the negative selection process could be transformed into the data query process in the self R-Tree, if a new detector is indexed in any leaf node it will be dropped. As the time complexity of data query process in the tree is in the log level, the negative selection process of our algorithm is superior to the linearly comparation procedure in the traditional negative selection algorithms.
引用
收藏
页码：2007 / 2012
页数：6
相关论文
共 12 条
  • [1] Andrzej C., P INT MULT COMP SCI, P91
  • [2] antonin G., P INT C MAN DAT ACM, P47
  • [3] Artificial immune systems for assembly sequence planning exploration
    Chang, Chien-Cheng
    Tseng, Hwai-En
    Meng, Ling-Peng
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2009, 22 (08) : 1218 - 1232
  • [4] Artificial immune pattern recognition for structure damage classification
    Chen, Bo
    Zang, Chuanzhi
    [J]. COMPUTERS & STRUCTURES, 2009, 87 (21-22) : 1394 - 1407
  • [5] Forrest S., 1994, P IEEE COMP SOC S RE, V1, P202
  • [6] González F, 2003, LECT NOTES COMPUT SC, V2787, P261
  • [7] Ji Z, 2004, LECT NOTES COMPUT SC, V3102, P287
  • [8] V-detector: An efficient negative selection algorithm with "probably adequate" detector coverage
    Ji, Zhou
    Dasgupta, Dipankar
    [J]. INFORMATION SCIENCES, 2009, 179 (10) : 1390 - 1406
  • [9] Design of an Artificial Immune System for fault detection: A Negative Selection Approach
    Laurentys, C. A.
    Ronacher, G.
    Palhares, R. M.
    Caminhas, W. M.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (07) : 5507 - 5513
  • [10] Stephen S. L., 2008, BIOSYSTEMS, V94, P34
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