Název: About Two Consonant Conflicts of Belief Functions
Autoři: Daniel, M. ; Kratochvíl, Václav
Typ dokumentu: Příspěvky z konference
Konference/Akce: Workshop on Uncertainty Processing (WUPES’18), Třeboň (CZ), 20180606
Rok: 2018
Jazyk: eng
Abstrakt: General belief functions usually bear some internal conflict which comes mainly from disjoint focal elements. Analogously, there is often some conflict between two (or more) belief functions. After the recent observation of hidden conflicts (seminar CJS’17 [17]), appearing at belief functions with disjoint focal elements, importance of interest in conflict of belief functions has increased. This theoretical contribution introduces a new approach to conflicts (of belief functions). Conflicts are considered independently of any combination rule and of any distance measure. Consonant conflicts are based on consonant approximations of belief functions in general; two special cases of the consonant approach based on consonant inverse pignistic and consonant inverse plausibility transforms are discussed. Basic properties of the newly defined conflicts are presented, analyzed and briefly compared with our original approaches to conflict (combinational conflict, plausibility conflict and comparative conflict), with the recent conflict based on non-conflicting parts, as well as with W. Liu’s degree of conflict.
Klíčová slova: belief function; conflict; consonant
Číslo projektu: GA16-12010S (CEP)
Poskytovatel projektu: GA ČR
Zdrojový dokument: Proceedings of the 11 th Workshop on Uncertainty Processing, ISBN 978-80-7378-361-7

Instituce: Ústav teorie informace a automatizace AV ČR (web)
Informace o dostupnosti dokumentu: Dokument je dostupný na externích webových stránkách.
Externí umístění souboru: http://wupes.utia.cas.cz/proceedings/proceedings.pdf
Původní záznam: http://hdl.handle.net/11104/0285276

Trvalý odkaz NUŠL: http://www.nusl.cz/ntk/nusl-383514


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