Two ways to grow tissue for artificial immune systems

被引:0
|
作者
Bentley, PJ [1 ]
Greensmith, J
Ujjin, S
机构
[1] UCL, Dept Comp Sci, London WC1E 6BT, England
[2] Univ Nottingham, Sch Comp Sci, ASAP, Nottingham NG8 1BB, England
来源
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
An immune system without tissue is like evolution without genes. Something very important is missing. Here we present the novel concept of tissue for artificial immune systems. Much like the genetic representation of genetic algorithms, tissue provides an interface between problem and immune algorithm, Two tissue-growing algorithms are presented with experimental results illustrating their abilities to dynamically cluster data and provide useful signals. The use of tissue to provide an innate immune response driving the adaptive response of conventional immune algorithms is then discussed.
引用
收藏
页码:139 / 152
页数:14
相关论文
共 50 条
  • [21] Optima, extrema, and artificial immune systems
    Hone, A
    Kelsey, J
    ARTIFICIAL IMMUNE SYSTEMS, PROCEEDINGS, 2004, 3239 : 80 - 90
  • [22] An interdisciplinary perspective on artificial immune systems
    Timmis, J.
    Andrews, P.
    Owens, N.
    Clark, E.
    EVOLUTIONARY INTELLIGENCE, 2008, 1 (01) : 5 - 26
  • [23] Theoretical advances in artificial immune systems
    Timmis, J.
    Hone, A.
    Stibor, T.
    Clark, E.
    THEORETICAL COMPUTER SCIENCE, 2008, 403 (01) : 11 - 32
  • [24] Associative Properties of Artificial Immune Systems
    Borowik, Barbara
    Borowik, Bohdan
    Kucwaj, Jan
    Laird, Chris
    Laird, Sophie
    ICSES 2008 INTERNATIONAL CONFERENCE ON SIGNALS AND ELECTRONIC SYSTEMS, CONFERENCE PROCEEDINGS, 2008, : 247 - 250
  • [25] Special issue on artificial immune systems
    Jon Timmis
    Paul Andrews
    Emma Hart
    Swarm Intelligence, 2010, 4 : 245 - 246
  • [26] Special issue on artificial immune systems
    Aickelin, Uwe
    EVOLUTIONARY INTELLIGENCE, 2008, 1 (02) : 83 - 84
  • [27] Special issue on artificial immune systems
    Timmis, Jon
    Andrews, Paul
    Hart, Emma
    SWARM INTELLIGENCE, 2010, 4 (04) : 245 - 246
  • [28] On artificial immune systems and swarm intelligence
    Jon Timmis
    Paul Andrews
    Emma Hart
    Swarm Intelligence, 2010, 4 : 247 - 273
  • [29] On artificial immune systems and swarm intelligence
    Timmis, Jon
    Andrews, Paul
    Hart, Emma
    SWARM INTELLIGENCE, 2010, 4 (04) : 247 - 273