• DocumentCode
    2104466
  • Title

    General fuzzy systems are function approximators

  • Author

    Ying, Hao

  • Author_Institution
    Dept. of Physiol. & Biophys., Texas Univ. Med. Branch, Galveston, TX, USA
  • fYear
    1993
  • fDate
    15-17 Dec 1993
  • Firstpage
    1739
  • Abstract
    Proves, in a constructive way, that general fuzzy systems can uniformly approximate any real continuous function on a compact domain to any degree of accuracy. Furthermore, the author reveals the underlying mechanism of such function approximation: the fuzzy systems can uniformly approximate any polynomials which, according to the Weierstrass approximation theorem, can uniformly approximate any continuous function on a compact domain. It is shown that as the approximation accuracy approaches zero, the number of fuzzy rules needed for the approximation approaches ∞
  • Keywords
    approximation theory; function approximation; fuzzy logic; fuzzy set theory; polynomials; Weierstrass approximation theorem; approximation accuracy; compact domain; continuous function; function approximators; fuzzy rules; general fuzzy systems; polynomials; real continuous function; Biomedical computing; Biomedical engineering; Biophysics; Control systems; Function approximation; Fuzzy control; Fuzzy sets; Fuzzy systems; Hybrid intelligent systems; Physiology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1993., Proceedings of the 32nd IEEE Conference on
  • Conference_Location
    San Antonio, TX
  • Print_ISBN
    0-7803-1298-8
  • Type

    conf

  • DOI
    10.1109/CDC.1993.325486
  • Filename
    325486