• DocumentCode
    49863
  • Title

    Distributive Equations of Fuzzy Implications Based on Continuous Triangular Conorms Given as Ordinal Sums

  • Author

    Xie, Aifang ; Li, Cong ; Liu, Hongying

  • Author_Institution
    School of Mathematics, Shandong University, Jinan, China
  • Volume
    21
  • Issue
    3
  • fYear
    2013
  • fDate
    Jun-13
  • Firstpage
    541
  • Lastpage
    554
  • Abstract
    Recently, the distributive equations of fuzzy implications based on t -norms or t-conorms have become a focus of research. The solutions to these equations can help people design the structures of fuzzy systems in such a way that the number of rules is largely reduced. This paper studies the distributive functional equation I(x,S_1(y,z))=S_2(I(x,y),I(x,z)) , where S_1 and S_2 are two continuous t -conorms given as ordinal sums, and I:[\\hbox {0},{1}]^2\\rightarrow [\\hbox {0},{1}] is a binary function which is increasing with respect to the second place. If there is no summand of S_2 in the interval [I({1},\\hbox {0}),I({1},{1})] , we get its continuous solutions directly. If there are summands of S_2 in the interval [I({1},\\hbox {0}),I({1},{1})] , by defining a new concept called feasible correspondence and using this concept, we describe the solvability of the distributive equation above and characterize its general continuous solutions. When I is restricted to fuzzy implications, it is showed that there is no continuous solution to this equation. We characterize its fuzzy implication solutions, which are continuous on (\\hbox {0},{1}]\\times [\\hbox {0},{1}] .
  • Keywords
    Accuracy; Additives; Equations; Explosions; Fuzzy systems; Generators; Indexes; Continuous t-conorms; distributive functional equations; fuzzy implications; ordinal sums;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2012.2221719
  • Filename
    6319381