TítuloBelief Functions on MV-algebras of Fuzzy Events Based on Fuzzy Evidence
Publication TypeConference Paper
Year of Publication2011
AuthorsFlaminio T, Godo L, Marchioni E
Conference NameECSQARU 2011
Volume6717
EditionWeiru Liu
EditorialSpringer
Conference LocationBelfast, Northern Ireland, UK
Paginación628-639
Date Published29/06/2011
Resumen

Recently Kroupa has proposed a generalization of belief functions on MV-algebras, the latter being the chosen algebraic setting for fuzzy (or many-valued) events. However, Kroupa's belief functions evaluate the degree of belief in the occurrence of fuzzy events by taking into account (weighted) evidence on classical subsets. In other words, the focal elements, used in determining the degree of belief, are classical sets. Within the MV-algebraic setting, the aim of the present work is to introduce a generalization of Kroupa belief functions that allows to deal with fuzzy events supported by evidence on fuzzy subsets.