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MAXIMUM OF ENTROPY FOR CREDAL SETS.

Authors :
Abellan, Joaquin
Moral, Serafin
Source :
International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems. Oct2003, Vol. 11 Issue 5, p587-597. 11p.
Publication Year :
2003

Abstract

In belief functions, there is a total measure of uncertainty that quantify the lack of knowledge and verifies a set of important properties. It is based on two measures: maximum of entropy and non-specificity. In this paper, we prove that the maximum of entropy verifies the same set of properties in a more general theory as credal sets and we present an algorithm that finds the probability distribution of maximum entropy for another interesting type of credal sets as probability intervals. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02184885
Volume :
11
Issue :
5
Database :
Academic Search Index
Journal :
International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems
Publication Type :
Academic Journal
Accession number :
11841041
Full Text :
https://doi.org/10.1142/S021848850300234X