Název: An Interpretation of Conflicting Parts of Belief Functions on Two-Element Frame of Discrement
Autoři: Daniel, Milan
Typ dokumentu: Příspěvky z konference
Konference/Akce: Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013) /16./, Mariánské Lázně (CZ), 2013-09-19 / 2013-09-22
Rok: 2013
Jazyk: eng
Abstrakt: When combining belief functions by the conjunctive rules of combination, conflicts often appear, which are assigned to empty set by un-normalized conjunctive rule or normalized by Dempster's rule of combination. This contribution is devoted to an interpretation of the conflicting part of a belief function on a two-element frame of discernment. It is based on the author's idea of the unique decomposition of such function into its conflicting and non-conflicting part (CJS 2010, Otaru). A relation of conflicting part of a belief function to internal conflict of the function is also studied and a new definition of internal conflict is introduced. New internal conflict is compared with the previous approaches. Keywords: Belief function, Dempster-Shafer theory, uncertainty, Dempster's semigroup, internal conflict, conflict between belief functions, non-conflicting part of belief function, conflicting part of belief function.
Klíčová slova: belief function; conflict between belief functions; conflicting part of belief function; Dempster's semigroup; Dempster-Shafer theory; internal conflict; non-conflicting part of belief function; uncertainty
Číslo projektu: GAP202/10/1826 (CEP)
Poskytovatel projektu: GA ČR
Zdrojový dokument: Proceedings of the 16th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013), ISBN 978-80-245-1950-0

Instituce: Ústav informatiky AV ČR (web)
Informace o dostupnosti dokumentu: Dokument je dostupný na externích webových stránkách.
Externí umístění souboru: http://cjs.fm.vse.cz/data/CJS2013_proceedings.pdf
Původní záznam: http://hdl.handle.net/11104/0224245

Trvalý odkaz NUŠL: http://www.nusl.cz/ntk/nusl-156606


Záznam je zařazen do těchto sbírek:
Věda a výzkum > AV ČR > Ústav informatiky
Konferenční materiály > Příspěvky z konference