• DocumentCode
    2035432
  • Title

    Study on decision support method based on Extenics and BP Neural Network

  • Author

    Qiao, Zhongliang

  • Author_Institution
    Res. Inst., Chinese People´´s Armed Police Force Acad., Langfang, China
  • Volume
    3
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    1055
  • Lastpage
    1059
  • Abstract
    By means of extension method and BP neural network, a new qualitative and quantitative decision technique is established to make decision effectively. The process obtains the index weight with the Neural Network and computes the incidence degree and adopts the optimal degree decision approach by Extenics. An example is used to illustrate and validate advantages of the method. The result indicates that this method, simple and clear, is not only easier to be implemented on computer but also can be used to carry out decision better. The approach is flexible and can be extended into other fields.
  • Keywords
    backpropagation; decision support systems; neural nets; BP neural network; decision support method; extenics; extension method; incidence degree; index weight; optimal degree decision; qualitative decision technique; quantitative decision technique; Adaptation model; Artificial neural networks; Biological system modeling; Decision support systems; Eigenvalues and eigenfunctions; Indexes; Mathematical model; BP neural network; decision support; incidence degree; weight;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569574
  • Filename
    5569574