• DocumentCode
    3220268
  • Title

    Immunized adaptive critics

  • Author

    KrishnaKumar, K. ; Neidhoefer, J.

  • Author_Institution
    Dept. of Aerosp. Eng. & Mech., Alabama Univ., Tuscaloosa, AL, USA
  • Volume
    4
  • fYear
    1997
  • fDate
    9-12 Jun 1997
  • Firstpage
    2283
  • Abstract
    Immunized computational systems combine a priori knowledge with the adapting capabilities of immune systems to provide a powerful alternative to currently available techniques for intelligent control. In this paper, we present our perspective on various levels of intelligent control and relate them to similar functioning in human immune systems. A technique for implementing immunized computational systems as adaptive critics is presented and the technique is then applied to a control problem to document the effectiveness of this approach
  • Keywords
    dynamic programming; intelligent control; learning systems; neurocontrollers; heuristic dynamic programming; immunized adaptive critics; immunized computational systems; intelligent control; learning systems; neural nets; Adaptive control; Adaptive systems; Control systems; Dynamic programming; Error correction; Feedback control; Humans; Immune system; Intelligent control; Programmable control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks,1997., International Conference on
  • Conference_Location
    Houston, TX
  • Print_ISBN
    0-7803-4122-8
  • Type

    conf

  • DOI
    10.1109/ICNN.1997.614406
  • Filename
    614406