A generalized real-valued measure of the inequality associated with a fuzzy random variable

Citation
Mc. Alonso et al., A generalized real-valued measure of the inequality associated with a fuzzy random variable, INT J APPRO, 26(1), 2001, pp. 47-66
Citations number
36
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
ISSN journal
0888613X → ACNP
Volume
26
Issue
1
Year of publication
2001
Pages
47 - 66
Database
ISI
SICI code
0888-613X(200101)26:1<47:AGRMOT>2.0.ZU;2-7
Abstract
Fuzzy random variables have been introduced by Purl and Ralescu as an exten sion of random sets. In this paper, we first introduce a real-valued genera lized measure of the "relative variation" (or inequality) associated with a fuzzy random variable. This measure is inspired in Csiszar's S-divergence, and extends to fuzzy random variables many well-known inequality indices. To guarantee certain relevant properties of this measure, we have to distin guish two main families of measures which will be characterized. Then, the fundamental properties are derived, and an outstanding measure in each fami ly is separately examined on the basis of an additive decomposition propert y and an additive decomposability one. Finally, two examples illustrate the application of the study in this paper. (C) 2001 Elsevier Science Inc. hll rights reserved.