• DocumentCode
    2254445
  • Title

    Generalized addition and scalar multiplication operations on Liu´s generalized intuitionistic fuzzy numbers

  • Author

    Liu, Hsiang-chuan

  • Author_Institution
    Dept. of Bioinf., Asia Univ., Wufeng, Taiwan
  • Volume
    5
  • fYear
    2010
  • fDate
    11-14 July 2010
  • Firstpage
    2736
  • Lastpage
    2741
  • Abstract
    Liu´s generalized intuitionistic fuzzy number (L-GIFN) was proposed by author´s previous work, in which, we know that if the value of extension index L equals zero, then L-GIFN is just Atanassov´s intuitionistic fuzzy number (A-IFN). However, both of Atanassov´s addition operation and scalar multiplication operation can only be used for the set of all L-GIFNs with the value of extension index zero or one, but not for other sets of all L-GIFNs with different values of extension index L. In this paper, a generalized addition operation and a scalar multiplication operation are proposed. Both of them can be used for all kinds of set of L-GIFNs with different values of extension index L. On the other hand, it is proved that Liu´s partial order is order-preserving not only for Atanassov´s addition operation and scalar multiplication operation but also for these two new operations, which can be used for constructing an ordered poset of Liu´s generalized intuitionistic fuzzy numbers to handle intuitionistic fuzzy multi-criteria fuzzy decision making problems.
  • Keywords
    decision making; fuzzy logic; fuzzy set theory; A-IFN; Atanassov´s addition operation; Atanassov´s intuitionistic fuzzy number; L-GIFN; Liu´s generalized intuitionistic fuzzy numbers; Liu´s partial order; extension index zero; generalized addition multiplication operations; generalized addition operation; intuitionistic fuzzy multicriteria fuzzy decision making problems; scalar multiplication operations; Cybernetics; Decision making; Equations; Finite element methods; Fuzzy sets; Indexes; Machine learning; Generalized addition operation; Generalized intuitionistic fuzzy number; Generalized scalar multiplication operation; Intuitionistic fuzzy number; Operation-invariant partial order;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-6526-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2010.5580946
  • Filename
    5580946