JOURNAL ARTICLE

The complexity of temporal constraint satisfaction problems

Manuel BodirskyJan Kára

Year: 2010 Journal:   Journal of the ACM Vol: 57 (2)Pages: 1-41   Publisher: Association for Computing Machinery

Abstract

A temporal constraint language is a set of relations that has a first-order definition in(Q;<), the dense linear order of the rational numbers. We present a complete complexity classification of the constraint satisfaction problem (CSP) for temporal constraint languages: if the constraint language is contained in one out of nine temporal constraint languages, then the CSP can be solved in polynomial time; otherwise, the CSP is NP-complete. Our proof combines model-theoretic concepts with techniques from universal algebra, and also applies the so-called product Ramsey theorem, which we believe will useful in similar contexts of constraint satisfaction complexity classification. An extended abstract of this article appeared in the proceedings of STOC'08.

Keywords:
Constraint satisfaction problem Constraint satisfaction Constraint (computer-aided design) Constraint graph Local consistency Complexity of constraint satisfaction Constraint satisfaction dual problem Time complexity Constraint logic programming Set (abstract data type) Mathematics Order (exchange) Computer science Discrete mathematics Theoretical computer science Artificial intelligence Programming language

Metrics

146
Cited By
12.24
FWCI (Field Weighted Citation Impact)
50
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Constraint Satisfaction and Optimization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Graph Theory Research
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Logic, Reasoning, and Knowledge
Physical Sciences →  Computer Science →  Artificial Intelligence

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