• DocumentCode
    3730321
  • Title

    Approximation of regular fuzzy neural networks based on Sugeno integral

  • Author

    Shan Cao

  • Author_Institution
    Sch. of Sci., Commun. Univ. of China, Beijing, China
  • fYear
    2015
  • Firstpage
    39
  • Lastpage
    43
  • Abstract
    We study approximation of fuzzy neural networks on regular subadditive fuzzy measure spaces. We shall show that four-layer regular fuzzy neural networks can approximate any fuzzy-valued measurable function for fuzzy integral (Sugeno integral) and the Shilkret integral norm, respectively. Since the continuity of fuzzy measures is not required, the previous results obtained by other researchers are generalized.
  • Keywords
    "Fuzzy neural networks","Extraterrestrial measurements","Iron","Manganese","Feedforward neural networks"
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2015 12th International Conference on
  • Type

    conf

  • DOI
    10.1109/FSKD.2015.7381911
  • Filename
    7381911
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3730321