Title :
Impact of [0,1]-valued weights and weighted aggregation operators for possibilistic truth values
Author :
Bronselaer, Antoon ; Tré, Guy De
Author_Institution :
Dept. of Telecommun. & Inf. Process., Ghent Univ., Ghent
Abstract :
Possibilistic truth values are an elegant tool to model and reason about uncertainty concerning the (Boolean) truth value of propositions. In the framework of possibilistic truth values, aggregation operators to combine uncertainty are essential in order to make reasoning possible. This paper introduces new conjunctive and disjunctive transformations for possibilistic truth values, which are necessary to create weighted aggregation operators. Existing transformation techniques are either to strict, or they do not guarantee the normalization condition of possibility theory. The novel technique offers a best of two worlds.
Keywords :
Boolean functions; possibility theory; Boolean truth value; [0,1]-valued weights; possibilistic truth values; possibility theory; weighted aggregation operators; Constraint theory; Databases; Fuzzy sets; Information processing; Information retrieval; Possibility theory; Tree data structures; Uncertainty;
Conference_Titel :
Fuzzy Information Processing Society, 2008. NAFIPS 2008. Annual Meeting of the North American
Conference_Location :
New York City, NY
Print_ISBN :
978-1-4244-2351-4
Electronic_ISBN :
978-1-4244-2352-1
DOI :
10.1109/NAFIPS.2008.4531231
