In this paper we study the computational complexity of Fuzzy Qualitative Temporal Algebra (QAfuz), a framework that combines qualitative temporal constraints between points and intervals, and allows modelling vagueness and uncertainty. Its tractable fragments can be identified by generalizing the results obtained for crisp Constraint Satisfaction Problems (CSPs) to fuzzy CSPs (FCSPs); to do this, we apply a general methodology based on the notion of -cut. In particular, the results concerning the tractability of Qualitative Algebra QA, obtained in a recent study by different authors, can be extended to identify the tractable algebras of the fuzzy Qualitative Algebra QAfuz in such a way that the obtained set is maximal, namely any maximal tractable fuzzy algebra belongs to this set.
Tractable Fragments of Fuzzy Qualitative Algebra
BADALONI, SILVANA;FALDA, MARCO;
2008
Abstract
In this paper we study the computational complexity of Fuzzy Qualitative Temporal Algebra (QAfuz), a framework that combines qualitative temporal constraints between points and intervals, and allows modelling vagueness and uncertainty. Its tractable fragments can be identified by generalizing the results obtained for crisp Constraint Satisfaction Problems (CSPs) to fuzzy CSPs (FCSPs); to do this, we apply a general methodology based on the notion of -cut. In particular, the results concerning the tractability of Qualitative Algebra QA, obtained in a recent study by different authors, can be extended to identify the tractable algebras of the fuzzy Qualitative Algebra QAfuz in such a way that the obtained set is maximal, namely any maximal tractable fuzzy algebra belongs to this set.
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