• DocumentCode
    2111371
  • Title

    Research on Fuzzy MCDM Method Based on Wavelet Neural Network Model

  • Author

    Chen, Ke ; Li, Jianxiang

  • Author_Institution
    Comput. Eng. Dept., Suzhou Vocational Univ., Suzhou
  • Volume
    1
  • fYear
    2008
  • fDate
    20-22 Dec. 2008
  • Firstpage
    371
  • Lastpage
    374
  • Abstract
    In the problem of multiple criteria decision making, there are situations in which information is incomplete or imprecise or views that are subjective or endowed with linguistic characteristics creating a "fuzzy" decision making environment, some index can\´t be expressed by certain number, just only expressed by linguistic words, under this situation, we must use fuzzy decision making method. In this paper, after analyzing the problem of multiple criteria decision making and the current methods, we bring forward a method of constituting weight assignment model by using fuzzy wavelet neural network to improve the method of multiple criteria decision making, therefore making the weight more objective and accurate. Then according to the weight we obtained, we use the fuzzy VIKOR algorithm to make decision. At last the numerical illustrations prove the new model to be effective and scientific.
  • Keywords
    decision making; decision support systems; fuzzy neural nets; linguistics; wavelet transforms; constituting weight assignment model; fuzzy VIKOR algorithm; fuzzy multiple criteria decision making; fuzzy wavelet neural network; linguistic words; MCDM proble; Neural Network; fuzzy VIKOR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering, 2008. ISISE '08. International Symposium on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-2727-4
  • Type

    conf

  • DOI
    10.1109/ISISE.2008.285
  • Filename
    4732238