• DocumentCode
    3221339
  • Title

    Associative aggregation functions representing different scale types

  • Author

    Fodor, János ; Rudas, Imre J.

  • Author_Institution
    Inst. of Intell. Eng. Syst., Budapest Tech, Budapest, Hungary
  • fYear
    2009
  • fDate
    26-29 Jan. 2009
  • Firstpage
    39
  • Lastpage
    43
  • Abstract
    In aggregation problems different types of information items can occur. In spite of such diversity, it is possible to reinterpret them approximately in a unique formal setting by means of profiles: an extension of fuzzy set membership functions. Then the original aggregation problem can be modelled by an appropriate profile aggregation. Therefore, in this paper we concentrate on and reconsider some aggregation operators used especially in fuzzy logic. This view is based on the specific role that the same range - the closed unit interval - plays according to different interpretations. On one hand, triangular norms are capable of reflecting the closed unit interval as a negative scale, while triangular conorms interpret it as a positive scale. Both scales are unipolar. On the other hand, uninorms and nullnorms represent a bipolar scale interpretation of the same closed unit interval.
  • Keywords
    fuzzy logic; fuzzy set theory; appropriate profile aggregation; associative aggregation functions; bipolar scale interpretation; closed unit interval; fuzzy logic; fuzzy set membership functions; negative scale; nullnorms; positive scale; triangular conorms; triangular norms; uninorms; Computational intelligence; Cybernetics; Decision theory; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Intelligent systems; Mathematics; Physics; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Cybernetics, 2009. ICCC 2009. IEEE International Conference on
  • Conference_Location
    Palma de Mallorca
  • Print_ISBN
    978-1-4244-5310-8
  • Electronic_ISBN
    978-1-4244-5311-5
  • Type

    conf

  • DOI
    10.1109/ICCCYB.2009.5393935
  • Filename
    5393935