• DocumentCode
    3408963
  • Title

    A new dynamic clustering algorithm for interval grey number

  • Author

    Shunxiang, Wu ; Junjie, Yang ; Wenchang, Wei ; Lihua, Lin ; Zhifeng, Luo

  • Author_Institution
    Dept. of Amtumation, Xiamen Univ., Xiamen, China
  • fYear
    2009
  • fDate
    10-12 Nov. 2009
  • Firstpage
    713
  • Lastpage
    718
  • Abstract
    In this paper, the grey dynamic clustering algorithm of interval grey number is proposed by the joint application of the basic idea of fuzzy equivalent clustering and the method of grey system theory. Firstly, the similarity coefficient formula of interval grey number is discussed, and then the clustering of interval grey number is realized by making use of transitive closure method. This algorithm combines the grey system theory and the fuzzy set theory, which expands the range of classical equivalent clustering algorithms from the legible number to the interval grey number. Therefore, it´s more versatile, and its effectiveness is testified by an example.
  • Keywords
    fuzzy set theory; grey systems; pattern clustering; fuzzy equivalent clustering algorithm; fuzzy set theory; grey dynamic clustering algorithm; grey system theory; interval grey number; transitive closure method; Clustering algorithms; Decision making; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Heuristic algorithms; Intelligent systems; Mathematics; Turning; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4914-9
  • Electronic_ISBN
    978-1-4244-4916-3
  • Type

    conf

  • DOI
    10.1109/GSIS.2009.5408218
  • Filename
    5408218