Rough membership functions: a tool for reasoning with uncertainty

Z. Pawlak, A. Skowron
1993 Banach Center Publications  
A variety of numerical approaches for reasoning with uncertainty have been investigated in the literature. We propose rough membership functions, rm-functions for short, as a basis for such reasoning. These functions have values in the interval [0, 1] and are computable on the basis of the observable information about the objects rather than on the objects themselves. We investigate properties of the rm-functions. In particular, we show that our approach is intensional with respect to the class
more » ... of all information systems [P91]. As a consequence we point out some differences between the rm-functions and the fuzzy membership functions [Z65], e.g. the rm-function values for X ∪ Y (X ∩ Y ) cannot be computed in general by applying the operation max (min) to the rm-function values for X and Y . 1991 Mathematics Subject Classification: 03B48, 68T01.
doi:10.4064/-28-1-135-150 fatcat:2ichjnq32bgltlt7vmyewsd3rm