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Conference Paper (Czech conference)

A Step towards Upper-bound of Conflict of Belief Functions based on Non-conflicting Parts

Daniel M., Kratochvíl Václav

: Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19), p. 29-40 , Eds: Inuiguchi Masahiro, Jiroušek Radim, Kratochvíl Václav

: Czech-Japan Seminar on Data Analysis and Decision Making 2019 (CJS’19) /22./, (Nový Světlov, CZ, 20190925)

: GA19-04579S, GA ČR

: Belief functions, Dempster-Shafer theory, Uncertainty, Conflict-ing belief masses, Conflict between belief functions, Hidden conflict

: http://library.utia.cas.cz/separaty/2019/MTR/kratochvil-0510447.pdf

(eng): This study compares the size of conflict based on non-conflicting parts of belief functions $Conf$ with the sum of all multiples of bbms of disjoint focal elements of belief functions in question. In general, we make an effort to reach a simple upper bound function for $Conf$. (Nevertheless, the maximal value of conflict is, of course, equal to 1 for fully conflicting belief functions). We apply both theoretical research using the recent results on belief functions and also experimental computational approach here.

: BD

: 10102