Title :
Handling Various Forms of Inconsistency in Possibilistic Logic
Author :
Dubois, Didier ; Prade, Henri
Author_Institution :
Inst. de Rech. en Inf. de Toulouse (IRIT), Univ. of Toulouse, Toulouse, France
fDate :
Aug. 29 2011-Sept. 2 2011
Abstract :
Possibilistic logic results from the application of possibility theory to classical logic, here propositional logic. Central in standard possibilistic logic (where propositional logic formulas are associated with lower bounds of their necessity measures), is the notion of inconsistency level of a possibilistic logic base. Formulas whose weight is strictly above this inconsistency level constitute a sub-base free of any inconsistency. However, several extensions, such as para consistent or multiple sources extensions of possibilistic logic, or extensions involving other possibility theory measures, provide other forms of inconsistency, while enlarging the representation power of possibilistic logic. The paper offers a structured overview of the various forms of inconsistency that can be accommodated in possibilistic logic.
Keywords :
formal logic; possibility theory; possibilistic logic; possibility theory; propositional logic; Cognition; Fuzzy sets; Knowledge based systems; Possibility theory; Semantics; Syntactics; Uncertainty; formatting; style; styling;
Conference_Titel :
Database and Expert Systems Applications (DEXA), 2011 22nd International Workshop on
Conference_Location :
Toulouse
Print_ISBN :
978-1-4577-0982-1
DOI :
10.1109/DEXA.2011.39