• DocumentCode
    316258
  • Title

    Immunized adaptive critics for level 2 intelligent control

  • Author

    Kumar, K. Kranthi ; Neidhoefer, J.

  • Author_Institution
    Dept. of Aerosp. Eng. & Mech., Alabama Univ., Tuscaloosa, AL, USA
  • Volume
    1
  • fYear
    1997
  • fDate
    12-15 Oct 1997
  • Firstpage
    856
  • 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 a 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 simple two degree-of-freedom control problem as well as a more complex flight path generator for level 2, nonlinear, full-envelope, intelligent aircraft control
  • Keywords
    adaptive systems; aircraft control; dynamic programming; intelligent control; learning systems; neural nets; path planning; real-time systems; adaptive critics; aircraft control; artificial immune systems; flight path generator; heuristic dynamic programming; immunized computational systems; intelligent control; neural networks; Adaptive control; Adaptive systems; Aerospace control; Computational intelligence; Control systems; Humans; Immune system; Intelligent control; Nonlinear control systems; Programmable control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-4053-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1997.626209
  • Filename
    626209