Abstract
In this paper we present a generalization of belief functions over fuzzy events. In particular we focus on belief functions defined in the algebraic framework of finite MV-algebras of fuzzy sets. We introduce a fuzzy modal logic to formalize reasoning with belief functions on many-valued events. We prove, among other results, that several different notions of belief functions can be characterized in a quite uniform way, just by slightly modifying the complete axiomatization of one of the modal logics involved in the definition of our formalism.
Original language | English |
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Pages (from-to) | 491-512 |
Number of pages | 22 |
Journal | International Journal of Approximate Reasoning |
Volume | 54 |
Issue number | 4 |
DOIs | |
Publication status | Published - Jun 2013 |
Bibliographical note
Copyright 2012 Elsevier B.V., All rights reserved.ASJC Scopus subject areas
- Theoretical Computer Science
- Applied Mathematics
- Software
- Artificial Intelligence