• DocumentCode
    1668150
  • Title

    A resource limited artificial immune classifier

  • Author

    Watkins, Andrew B. ; Boggess, Lois C.

  • Author_Institution
    Comput. Lab., Kent Univ., Canterbury, UK
  • Volume
    1
  • fYear
    2002
  • Firstpage
    926
  • Lastpage
    931
  • Abstract
    This paper presents a new supervised learning paradigm inspired by mechanisms exhibited in immune systems. This work provides an explication of a resource limited artificial immune classification algorithm, named AIRS (Artificial Immune Recognition System), and provides results on simulated data sets to demonstrate the fundamental behavior of the algorithm
  • Keywords
    biocybernetics; evolutionary computation; learning (artificial intelligence); pattern classification; AIRS; artificial immune recognition system; immune systems; resource limited artifical immune classillcation; supervised learning paradigm; Biological system modeling; Classification algorithms; Cloning; Computational modeling; Computer science; Equations; Euclidean distance; Immune system; Laboratories; Supervised learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    0-7803-7282-4
  • Type

    conf

  • DOI
    10.1109/CEC.2002.1007049
  • Filename
    1007049
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1668150