DocumentCode
3319429
Title
Computational Complexity Study of Fuzzy Qualitative Temporal Algebra
Author
Badaloni, Silvana ; Falda, Marco ; Giacomin, Massimiliano
Author_Institution
Dept. of Inform. Eng., Padova
fYear
2007
fDate
23-26 July 2007
Firstpage
1
Lastpage
5
Abstract
Starting from the complexity classification of qualitative algebra recently proposed by Jonsson and Krokhin, we study the tractable fragments of fuzzy qualitative algebra QAfuz, an integrated framework able to deal with qualitative temporal constraints between points and intervals affected by vagueness and uncertainty. To do this we generalize the results obtained for the classical case exploiting the notion of alpha-cut in relating the QAfuz tractable fragments to their QA classical counterparts. In order to guarantee the applicability of Path-Consistency algorithm, we prove that the identified fragments are algebras. Besides, we also prove that the set of the identified tractable fuzzy fragments is maximal.
Keywords
algebra; computational complexity; constraint theory; fuzzy set theory; computational complexity; fuzzy qualitative temporal algebra; path-consistency algorithm; temporal constraints; tractable fuzzy fragments; uncertainty; vagueness; Algebra; Computational complexity; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Quality management; Resumes; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
Conference_Location
London
ISSN
1098-7584
Print_ISBN
1-4244-1209-9
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2007.4295616
Filename
4295616
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