• DocumentCode
    3164698
  • Title

    Partial orders on the truth value algebra of finite type-2 fuzzy sets

  • Author

    Harding, John ; Walker, Coral ; Walker, Elbert

  • Author_Institution
    Dept. of Math. Sci., New Mexico State Univ., Las Cruces, NM, USA
  • fYear
    2013
  • fDate
    24-28 June 2013
  • Firstpage
    163
  • Lastpage
    168
  • Abstract
    The elements of the truth value algebra of type-2 fuzzy sets are all mappings of the unit interval into itself, with operations given by various convolutions of the pointwise operations. This algebra can be specialized and generalized in various interesting ways. Here we replace each copy of the unit interval by a finite chain, and define operations analogously. Among these are two binary operations which are idempotent, commutative, and associative, and thus each yields a partial order. Here we investigate these partial orders. It is easy to show that each is a lattice. One principal concern is with the partial order given by the intersection of these two partial orders, which we call the double order. Some results are that two functions are incomparable under the double order unless they have the same least upper bound, and that the set of functions with a given least upper bound is a lattice under the double order. Thus the algebra itself is an antichain of lattices in a natural way.
  • Keywords
    algebra; fuzzy set theory; binary operations; double order; finite type-2 fuzzy sets; least upper bound; partial orders; pointwise operations; truth value algebra; Equations; Fuzzy sets; Indexes; Lattices; Manganese; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
  • Conference_Location
    Edmonton, AB
  • Type

    conf

  • DOI
    10.1109/IFSA-NAFIPS.2013.6608393
  • Filename
    6608393