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Bibliografie

Conference Paper (international conference)

Combination and Soft-Normalization of Belief Functions on MV-Algebras

Flaminio T., Godo L., Kroupa Tomáš

: 9th International Conference on Modeling Decisions for Artificial Intelligence MDAI 2012, p. 23-34

: The 9th International Conference on Modeling Decisions for Artificial Intelligence, (Girona, ES, 21.11.2012-23.11.2012)

: GAP402/12/1309, GA ČR

: belief function, Dempster rule

: 10.1007/978-3-642-34620-0_4

: http://library.utia.cas.cz/separaty/2012/MTR/kroupa-combination and soft-normalization of belief functions on mv-algebras.pdf

(eng): 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.

: BA