• DocumentCode
    3058739
  • Title

    Fuzzy computational reasoning and neural networks

  • Author

    Xingui, He

  • Author_Institution
    Beijing Inst. of Syst. Eng., China
  • fYear
    1990
  • fDate
    6-9 Nov 1990
  • Firstpage
    706
  • Lastpage
    711
  • Abstract
    A novel logic named fuzzy computational reasoning is presented, and two concrete reasoning methods based on the logic, data-driven computational reasoning and goal-driven computational reasoning are proposed. In these reasoning procedures, reasoning is computing. In addition, the author presents the concept of a fuzzy neural network in which a neuron is represented by an inference rule and a neural network is represented by a set of inference rules. The behavior models of the neural networks are based on the computational reasoning. Finally, a descriptive language to describe the fuzzy neural networks is designed
  • Keywords
    fuzzy logic; inference mechanisms; neural nets; behavior models; data-driven computational reasoning; descriptive language; fuzzy computational reasoning; fuzzy neural network; goal-driven computational reasoning; inference rule; logic; Computer networks; Fuzzy logic; Fuzzy neural networks; Fuzzy reasoning; Fuzzy systems; Law; Legal factors; Multivalued logic; Neural networks; Waste materials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools for Artificial Intelligence, 1990.,Proceedings of the 2nd International IEEE Conference on
  • Conference_Location
    Herndon, VA
  • Print_ISBN
    0-8186-2084-6
  • Type

    conf

  • DOI
    10.1109/TAI.1990.130424
  • Filename
    130424