DocumentCode
1616211
Title
Tractable conservative constraint satisfaction problems
Author
Bulatov, Andrei A.
Author_Institution
Comput. Lab., Oxford Univ., UK
fYear
2003
Firstpage
321
Lastpage
330
Abstract
In a constraint satisfaction problem (CSP), the aim is to find an assignment of values to a given set of variables, subject to specified constraints. The CSP is known to be NP-complete in general. However, certain restrictions on the form of the allowed constraints can lead to problems solvable in polynomial time. Such restrictions are usually imposed by specifying a constraint language. The principal research direction aims to distinguish those constraint languages, which give rise to tractable CSPs from those which do not. We achieve this goal for the widely used variant of the CSP, in which the set of values for each individual variable can be restricted arbitrarily. Restrictions of this type can be expressed by including in a constraint language all possible unary constraints. Constraint languages containing all unary constraints will be called conservative. We completely characterize conservative constraint languages that give rise to CSP classes solvable in polynomial time. In particular, this result allows us to obtain a complete description of those (directed) graphs H for which the List H-Coloring problem is polynomial time solvable.
Keywords
computational complexity; constraint handling; graph colouring; logic programming languages; CSP; NP-complete problem; conservative constraint; constraint language; constraint satisfaction problem; polynomial time; problem solving; unary constraint; variable set; Computer science; Constraint theory; Laboratories; Logic; Polynomials;
fLanguage
English
Publisher
ieee
Conference_Titel
Logic in Computer Science, 2003. Proceedings. 18th Annual IEEE Symposium on
ISSN
1043-6871
Print_ISBN
0-7695-1884-2
Type
conf
DOI
10.1109/LICS.2003.1210072
Filename
1210072
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