• DocumentCode
    2695152
  • Title

    Comparison of a multi-layered artificial immune system with a kohonen network

  • Author

    Knight, T. ; Timmis, J.

  • Author_Institution
    FutureRoute Technol., York
  • fYear
    2007
  • fDate
    25-28 Sept. 2007
  • Firstpage
    3735
  • Lastpage
    3742
  • Abstract
    We present a novel multi-layered unsupervised learning artificial immune system (MARIA). We have employed vector quantisation to augment MARIA (and Kohonen Networks) to allow for a comparison of performance between the two systems. Analysis shows that MARIA is competitive with Kohonen Networks on some clustering tasks.
  • Keywords
    artificial immune systems; self-organising feature maps; Kohonen network; multilayered artificial immune system; vector quantisation; Artificial immune systems; Cloning; Evolutionary computation; Size control; Virtual colonoscopy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-1339-3
  • Electronic_ISBN
    978-1-4244-1340-9
  • Type

    conf

  • DOI
    10.1109/CEC.2007.4424957
  • Filename
    4424957
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2695152