Probability theory of fuzzy events


Mirko Navara
EUSFLAT 2005, Jordi Girona, 1-3, E-08034, Barcelona, Spain
EUSFLAT 2005: Fourth Conference of the European Society for Fuzzy Logic and Technology and 11 Rencontres Francophones sur la Logique Floue et ses Applications
Pages 325-329
September, 2005

Abstract

We compare two approaches to probability on systems of fuzzy sets---measures on tribes as introduced by Butnariu and Klement and measures on MV-algebras with product studied by Rie\v{c}an and Mundici. We show that these two approaches overlap significantly and they confirm the original proposal of probability measure on fuzzy sets by Zadeh.

Keywords

Probability measure, fuzzy set, tribe, MV-algebra, MV-algebra with product


Bibtex entry

@InProceedings{Navara-EUSFLAT05,
  author =      {Mirko Navara},
  title =       {Probability theory of fuzzy events},
  year =        {2005},
  pages =       {325--329},
  booktitle =   {EUSFLAT 2005: Fourth Conference of the European Society for
                 Fuzzy Logic and Technology and 11 Rencontres Francophones sur
                 la Logique Floue et ses Applications},
  publisher =   {Universitat Polit{\'e}cnica de Catalunya},
  address =     {Jordi Girona, 1-3, E-08034, Barcelona, Spain},
  isbn =        {84-7653-872-3},
  book_pages =  {1336},
  month =       {September},
  day =         {7-9},
  venue =       {Barcelona, Spain},
  organization ={European Society for Fuzzy Logic and Technology (EUSFLAT)},
  annote = {We compare two approaches to probability on systems of
    fuzzy sets---measures on tribes as introduced by Butnariu and
    Klement and measures on MV-algebras with product studied by
    Rie\v{c}an and Mundici.  We show that these two approaches overlap
    significantly and they confirm the original proposal of
    probability measure on fuzzy sets by Zadeh. },
  keywords =    {Probability measure, fuzzy set, tribe, MV-algebra, 
                 MV-algebra with product},
}