• DocumentCode
    3423276
  • Title

    On structure of generalized intuitionistic fuzzy rough sets

  • Author

    Liu, Guilong ; Liu, Jie

  • Author_Institution
    Sch. of Inf. Sci., Beijing Language & Culture Univ., Beijing, China
  • fYear
    2009
  • fDate
    17-19 Aug. 2009
  • Firstpage
    419
  • Lastpage
    423
  • Abstract
    Intuitionistic fuzzy sets, originally proposed by Atanassov in 1986, are an attractive extension of fuzzy sets, which enriches the latter with extra features to represent uncertainty. The concept of IF rough sets comes from the combination of IF sets and rough sets. This paper studies axiomatic characterization of IF rough sets. The lower and upper approximations are respectively characterized by two simple axioms. We also consider lattice theoretical properties of IF rough sets and show that the set of all definable IF sets is a completely distributive lattice.
  • Keywords
    fuzzy set theory; rough set theory; IF rough sets; fuzzy rough sets; intuitionistic fuzzy sets; Fuzzy sets; Humans; Information science; Lattices; Rough sets; Set theory; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing, 2009, GRC '09. IEEE International Conference on
  • Conference_Location
    Nanchang
  • Print_ISBN
    978-1-4244-4830-2
  • Type

    conf

  • DOI
    10.1109/GRC.2009.5255087
  • Filename
    5255087