DocumentCode
390741
Title
A dichotomy theorem for constraints on a three-element set
Author
Bulatov, Andrei A.
Author_Institution
Comput. Lab., Oxford Univ., UK
fYear
2002
fDate
2002
Firstpage
649
Lastpage
658
Abstract
The Constraint Satisfaction Problem (CSP) provides a common framework for many combinatorial problems. The general CSP is known to be NP-complete; however, certain restrictions on the possible form of constraints may affect the complexity, and lead to tractable problem classes. There is, therefore, a fundamental research direction, aiming to separate those subclasses of the CSP which are tractable, from those which remain NP-complete. In 1978 Schaefer gave an exhaustive solution of this problem for the CSP on a 2-element domain. In this paper we generalise this result to a classification of the complexity of CSPs on a 3-element domain. The main result states that every subclass of the CSP defined by a set of allowed constraints is either tractable or NP-complete, and the criterion separating them is that conjectured by Bulatov et al. (2001). We also exhibit a polynomial time algorithm which, for a given set of allowed constraints, determines whether if this set gives rise to a tractable problem class. To obtain the main result and the algorithm we extensively use the algebraic technique for the CSP developed by Jeavons (1998) and Bulatov et al.
Keywords
combinatorial mathematics; computational complexity; constraint theory; operations research; set theory; 3-element domain; algebraic technique; combinatorial problems; constraint satisfaction problem; constraints; dichotomy theorem; polynomial time algorithm; subclass; three-element set; tractable problem class; Artificial intelligence; Computational complexity; Computer science; Constraint theory; Laboratories; Linear systems; Machine vision; Polynomials; Processor scheduling; Spatial databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Foundations of Computer Science, 2002. Proceedings. The 43rd Annual IEEE Symposium on
ISSN
0272-5428
Print_ISBN
0-7695-1822-2
Type
conf
DOI
10.1109/SFCS.2002.1181990
Filename
1181990
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