• DocumentCode
    2902172
  • Title

    Discussion of approximation error bounds to the class of fuzzy system

  • Author

    Chen, Gang

  • Author_Institution
    Dept. of Math., Dalian Maritime Univ., Dalian
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    21
  • Lastpage
    26
  • Abstract
    The standard fuzzy systems are established with partition of normal quadratic polynomial membership functions and normal trigonometric membership functions. Based on the systems established and the standard fuzzy systems with partition of normal triangle functions, approximation error bounds problems are discussed by interpolation theory. Universal approximation error bounds of these fuzzy systems from SISO to MISO are given and their relations are founded. The error remainder term and auxiliary function are employed for the first time in proving process. Moreover, advantage and shortcoming of the three fuzzy systems are compared and correlative conclusions are obtained. Finally, computing examples are given and the validity of the conclusions is confirmed.
  • Keywords
    fuzzy systems; interpolation; polynomial approximation; MISO; SISO; approximation error bounds; auxiliary function; error remainder term; interpolation theory; normal quadratic polynomial membership functions; normal triangle functions; normal trigonometric membership functions; standard fuzzy systems; Approximation algorithms; Approximation error; Approximation methods; Engines; Fuzzy logic; Fuzzy systems; Gaussian approximation; Interpolation; Polynomials; Spline;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630337
  • Filename
    4630337