Logics for belief functions on MV-algebras |
| |
Authors: | Tommaso Flaminio Lluís Godo Enrico Marchioni |
| |
Affiliation: | Artificial Intelligence Research Institute (IIIA), Spanish National Research Council (CSIC), Campus de la Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain |
| |
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. |
| |
Keywords: | |
本文献已被 ScienceDirect 等数据库收录! |
|