• DocumentCode
    3181590
  • Title

    Fuzzy Rule Interpolation based on Subsethood Values

  • Author

    Johanyák, Zsolt Csaba

  • Author_Institution
    Inst. of Inf. Technol., Kecskemet Coll., Kecskemet, Hungary
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    2387
  • Lastpage
    2393
  • Abstract
    Fuzzy rule interpolation methods make possible the development of fuzzy rule based systems applying a low complexity and compact rule base that contains only the most relevant rules. They are able to infer even in those regions of the antecedent space where there are no applicable rules. In this paper, we present a novel method called Fuzzy Rule Interpolation based on Subsethood Values (FRISUV) that calculates the conclusion directly from the observation and the known rules with a low complexity algorithm.
  • Keywords
    fuzzy set theory; interpolation; complexity algorithm; fuzzy rule interpolation methods; subsethood values; fuzzy rule interpolation; subsethood value;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5641956
  • Filename
    5641956
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3181590