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The Ethereal
The Power of Arc Consistency for CSPs Defined by Partially-Ordered Forbidden Patterns
April 27, 2016 ยท The Ethereal ยท ๐ Logic in Computer Science
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Authors
Martin C. Cooper, Stanislav ลฝivnรฝ
arXiv ID
1604.07981
Category
cs.CC: Computational Complexity
Cross-listed
cs.AI
Citations
12
Venue
Logic in Computer Science
Last Checked
6 months ago
Abstract
Characterising tractable fragments of the constraint satisfaction problem (CSP) is an important challenge in theoretical computer science and artificial intelligence. Forbidding patterns (generic sub-instances) provides a means of defining CSP fragments which are neither exclusively language-based nor exclusively structure-based. It is known that the class of binary CSP instances in which the broken-triangle pattern (BTP) does not occur, a class which includes all tree-structured instances, are decided by arc consistency (AC), a ubiquitous reduction operation in constraint solvers. We provide a characterisation of simple partially-ordered forbidden patterns which have this AC-solvability property. It turns out that BTP is just one of five such AC-solvable patterns. The four other patterns allow us to exhibit new tractable classes.
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