Original title: A Step towards Upper-bound of Conflict of Belief Functions based on Non-conflicting Parts
Authors: Daniel, M. ; Kratochvíl, Václav
Document type: Papers
Conference/Event: Czech-Japan Seminar on Data Analysis and Decision Making 2019 (CJS’19) /22./, Nový Světlov (CZ), 20190925
Year: 2019
Language: eng
Abstract: 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.
Keywords: Belief functions; Conflict between belief functions; Conflict-ing belief masses; Dempster-Shafer theory; Hidden conflict; Uncertainty
Project no.: GA19-04579S (CEP)
Funding provider: GA ČR
Host item entry: Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19), ISBN 978-80-7378-400-3

Institution: Institute of Information Theory and Automation AS ČR (web)
Document availability information: Fulltext is available at external website.
External URL: http://library.utia.cas.cz/separaty/2019/MTR/kratochvil-0510447.pdf
Original record: http://hdl.handle.net/11104/0302535

Permalink: http://www.nusl.cz/ntk/nusl-407963


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