• DocumentCode
    507232
  • Title

    Improved Weighted Fuzzy Inference and its Application in High-rise Structural Performance Evaluation

  • Author

    Zhang Shi-hai ; Zhang Shi-zhong ; Liu Shu-Jun ; Ou Jin-ping ; Wang Guang-yuan

  • Author_Institution
    Sch. of Civil Eng., Harbin Inst. of Technol., Harbin, China
  • Volume
    6
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    301
  • Lastpage
    305
  • Abstract
    Firstly, analysizing the structural characteristics and the shortage of traditional evaluation methods, we produced the fuzzy reasoning methods, given the basic model of this method and introduced seven kinds of Mamdani algorithm. Secondly, combining fuzzy integrated evaluation with the fuzzy inference, we produced the improved weighted multi-input fuzzy reference algorithm. Thirdly, the engineering example was given. The result shown: this method is not only overcome the deficiencies of traditional method cannot consider the relative importance of multi-input, but also overcome the deficiencies of the fuzzy comprehensive evaluation can not deal directly with linguistic variables and experts evaluation strategy. This method can meet the needs of the multi-level, multi-performance structural form selection; the evaluation results are intuitive, effective, and take full advantage of it in accumulated experience and strategy.
  • Keywords
    fuzzy reasoning; structural engineering computing; Mamdani algorithm; experts evaluation strategy; fuzzy comprehensive evaluation; fuzzy integrated evaluation; fuzzy reasoning; high-rise structural performance evaluation; improved weighted fuzzy inference; linguistic variables; multilevel structural form selection; multiperformance structural form selection; structural characteristics; weighted multiinput fuzzy reference algorithm; Algorithm design and analysis; Buildings; Civil engineering; Diversity reception; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Inference algorithms; Natural languages; Takagi-Sugeno model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.361
  • Filename
    5359853