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Strong local consistency algorithms for table constraints
- Source :
- Constraints, Constraints, 2016, 21 (2), pp.163-197. ⟨10.1007/s10601-014-9179-1⟩, Constraints, Springer Verlag, 2016, 21 (2), pp.163-197. ⟨10.1007/s10601-014-9179-1⟩
- Publication Year :
- 2015
- Publisher :
- Springer Science and Business Media LLC, 2015.
-
Abstract
- International audience; Table constraints are important in constraint programming as they are present in many real problems from areas such as configuration and databases. As a result, numerous specialized algorithms that achieve generalized arc consistency (GAC) on table constraints have been proposed. Since these algorithms achieve GAC, they operate on one constraint at a time. In this paper we propose new filtering algo- rithms for positive table constraints that achieve stronger local consistency proper- ties than GAC by exploiting intersections between constraints. The first algorithm, called maxRPWC+, is a domain filtering algorithm that is based on the local con- sistency maxRPWC and extends the GAC algorithm of Lecoutre and Szymanek [23]. The second algorithm extends the state-of-the-art STR-based algorithms to stronger relation filtering consistencies, i.e., consistencies that can remove tu- ples from constraints’ relations. Experimental results from benchmark problems demonstrate that the proposed algorithms are quite competitive with standard GAC algorithms like STR2 in some classes of problems with intersecting table con- straints, being orders of magnitude faster in some cases.
- Subjects :
- 060201 languages & linguistics
Mathematical optimization
Relation (database)
06 humanities and the arts
02 engineering and technology
Orders of magnitude (volume)
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Constraint (information theory)
Computational Theory and Mathematics
Artificial Intelligence
0602 languages and literature
0202 electrical engineering, electronic engineering, information engineering
Benchmark (computing)
Local consistency
Constraint programming
Discrete Mathematics and Combinatorics
Table (database)
020201 artificial intelligence & image processing
Tuple
Algorithm
Software
Mathematics
Subjects
Details
- ISSN :
- 15729354 and 13837133
- Volume :
- 21
- Database :
- OpenAIRE
- Journal :
- Constraints
- Accession number :
- edsair.doi.dedup.....34f10d3af86f653c84895d68213476df