• DocumentCode
    2908559
  • Title

    Generalisations of the concept of a non-stationary fuzzy set - a starting point to a formal discussion

  • Author

    Garibaldi, Jonathan M. ; Jaroszewski, Marcin

  • Author_Institution
    Sch. of Comput. Sci., Univ. of Nottingham, Nottingham
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    2313
  • Lastpage
    2319
  • Abstract
    In this paper we propose the concept of an instantiative fuzzy set which, in our opinion, constitutes a meaningful addition to the notion of a non-stationary fuzzy set. We begin with a formal definition of an instantiative fuzzy set, and follow specifying basic classes of instantiative fuzzy set operators: the union, the intersection and the complement. Furthermore, we provide formal definitions of selected notions relevant to instantiative fuzzy sets. At the end, we present a subclasses of instantiative fuzzy sets that might be useful for dealing with randomness and vagueness simultaneously. The work presented in this paper is at a very preliminary stage; it is meant as a starting point to a formal discussion on the capture of different facets of uncertainty.
  • Keywords
    fuzzy set theory; mathematical operators; complement; instantiative fuzzy set operators; intersection; nonstationary fuzzy set; uncertainty; union; Computer science; Decision making; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Humans; Hybrid intelligent systems; Temperature sensors; Uncertainty; Weather forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630691
  • Filename
    4630691