A unified approach to fuzzy random variables
The concept of fuzzy random variable was introduced as an analogous notion to random variables in order to extend statistical analysis to situations when the outcomes of some random experiment are fuzzy sets. But in contrary to the classical statistical methods no unique definition has been established yet. In this paper a set-theoretical concept of fuzzy random variable will be presented. This notion provides a useful framework to compare different concepts of fuzzy random variables, using methods of general topology and drawing on results from topological measure theory and the theory of analytic spaces. As the main result, it will be shown that the introduced concept of fuzzy random variable is a unification of the already known ones. (C) 2001 Elsevier Science B.V. All rights reserved.
fuzzy random variable topological measure theory analytic spaces representation of fuzzy sets hausdorff metric metrics on spaces of fuzzy subsets puri/ralescu fuzzy random variable kwakernaak fuzzy random variable kuratowski's theorem frolik's theorem