A generalized membership function of a fuzzy set A in a fixed set Z = {z} is established as a mapping m(z;A): Z → X into a mathematical system S = (X; R), which is structured by a set R = {Ri, i qq I} of polyadic relations Ri qq Xr(i). The mathematical system S = (X; R) being interpreted as a 'quality measurement scale' (QMS), a value m(z0; A) qq X may be treated as a measure for the quality 'membership in the fuzzy set A'. For the generalized membership function an universal form is found, namely the form of the universal membership function u(z; A): Z → X′, which maps the fixed set Z into mathematical system S′ = (X′; Rqq), the mathematical system S′ being an universal representation for the initial system S = (X; R). The structure Rqq of the universal mathematical system is formed from so-called chain-dominance r(i)-adic relations Rqq r(i) (R (i)), which are induced by corresponding order relations R (i). Measurement theoretical interpretation for the universal representation S′ of an arbitrary mathematical system S is given and the fundamental role of ordinal measurement scales in fuzzy sets theory is discussed.

Original languageEnglish
StatePublished - 1 Jan 1999
EventProceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99 - Seoul, South Korea
Duration: 22 Aug 199925 Aug 1999

Conference

ConferenceProceedings of the 1999 IEEE International Fuzzy Systems Conference, FUZZ-IEEE'99
CitySeoul, South Korea
Period22/08/9925/08/99

    Scopus subject areas

  • Chemical Health and Safety
  • Software
  • Safety, Risk, Reliability and Quality

ID: 36692592