• DocumentCode
    305679
  • Title

    Parameter sensitivity in tuning fuzzy controllers

  • Author

    Zhou, Jun ; Eklund, Patrik

  • Author_Institution
    Dept. of Comput. Sci., Umea Univ., Sweden
  • Volume
    1
  • fYear
    1996
  • fDate
    14-17 Oct 1996
  • Firstpage
    390
  • Abstract
    The purpose of this paper is to study the effect of training parameter subclasses in sequences as opposed to simultaneous learning. Parameter classes for rule bases reside mainly in membership functions but also in connectives and defuzzifications. In particular update rules also learning rates and epoch sizes needs to be considered
  • Keywords
    control system synthesis; fuzzy control; connectives; defuzzifications; fuzzy controller tuning; membership functions; parameter sensitivity; parameter subclasses; sequences; Backpropagation algorithms; Clustering methods; Fuzzy control; Fuzzy sets; Multilayer perceptrons; Noise generators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1996., IEEE International Conference on
  • Conference_Location
    Beijing
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-3280-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.1996.569802
  • Filename
    569802
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=305679