• DocumentCode
    2435990
  • Title

    Management Decision-Making Based on Fuzzy Neural Network

  • Author

    Yao, Yuan ; Zhou, Xiaokun ; Dong, Peng

  • Author_Institution
    Inf. Sci. & Technol. Inst., Zhengzhou, China
  • fYear
    2010
  • fDate
    7-9 May 2010
  • Firstpage
    2454
  • Lastpage
    2456
  • Abstract
    In this paper, it proposes fuzzy neural network(NN) system which is used for management decision-making and composed of three separate networks. The system´s input can be both figures and vector language. The system´s output exceeds the standard neural network - two-valued logic state. Based on the ambiguity function, NN´s back-propagation algorithm and the monotonic function NN model the paper proposes the learning algorithm which is suitable for the fuzzy neural network. The system can well adapt to the management problems which are complex and ambiguous.
  • Keywords
    backpropagation; decision making; fuzzy neural nets; management science; ambiguity function; back-propagation; fuzzy neural network; learning algorithm; management decision-making; monotonic function NN model; two-valued logic state; Artificial neural networks; Biological neural networks; Biological system modeling; Decision making; Fuzzy neural networks; Fuzzy sets; Vectors; fuzzy; management decision-making; neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Business and E-Government (ICEE), 2010 International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-0-7695-3997-3
  • Type

    conf

  • DOI
    10.1109/ICEE.2010.620
  • Filename
    5592645