TítuloCombination and Soft-Normalization of Belief Functions on MV-Algebras
Publication TypeConference Paper
Year of Publication2012
AuthorsFlaminio T, Godo L, Kroupa T
Conference NameModeling Decisions for Artificial Intelligence, MDAI 2012
Volume7647
EditionV. Torra et al.
EditorialSpringer-Verlag Berlin Heidelberg
Conference LocationGirona (Spain)
Paginación23-34
Resumen

Extending the notion of belief functions to fuzzy sets leads to the generalization of several key concepts of the classical Dempster- Shafer theory. In this paper we concentrate on characterizing normalized belief functions and their fusion by means of a generalized Dempster rule of combination. Further, we introduce soft-normalization that arises by either rising up the usual level of contradiction above 0, or by decreasing the classical level of normalization below 1.