Conflicts within and between belief functions

Authors:
Milan Daniel
Affiliations:
Institute of Computer Science, Academy of Sciences of the Czech Republic, Prague 8, Czech Republic
Venue:
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Year:
2010

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Abstract

This contribution deals with conflicts of belief functions. Internal conflicts of belief functions and conflicts between belief functions are described and analyzed here. Differences between belief functions are distinguished from conflicts between them. Three new different approaches to conflicts are presented: combinational, plausibility, and comparative. The presented approaches to conflicts are compared to Liu's interpretation of conflicts. Belief functions, Dempster-Shafer theory, internal conflict, conflict between belief functions, combinational conflict, plausibility conflict, comparative conflict.