• DocumentCode
    2419825
  • Title

    A New Method for Designing and Reduction of Neuro-Fuzzy Systems

  • Author

    Cpalka, Krzysztof ; Rutkowski, Leszek

  • Author_Institution
    Czestochowa Univ. of Technol., Czestochowa
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    1851
  • Lastpage
    1857
  • Abstract
    In the paper we develop a new method for designing and reduction of neuro-fuzzy systems. The method is based on the concept of the weighted triangular norms. In subsequent stages we reduce number of inputs, number of rules and number of antecedents. The method is tested using well known benchmarks.
  • Keywords
    fuzzy neural nets; fuzzy set theory; benchmark; fuzzy set theory; neuro-fuzzy system; weighted triangular norm; Artificial intelligence; Benchmark testing; Design methodology; Fuzzy neural networks; Fuzzy sets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2006 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    0-7803-9488-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.2006.1681957
  • Filename
    1681957
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2419825