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Constraint propagation on GPU: A case study for the AllDifferent constraint

Tardivo F.
•
Dovier A.
•
Formisano A.
altro
Pontelli E.
2023
  • journal article

Periodico
JOURNAL OF LOGIC AND COMPUTATION
Abstract
The AllDifferent constraint is a fundamental tool in Constraint Programming. It naturally arises in many problems, from puzzles to scheduling and routing applications. Such popularity has prompted an extensive literature on filtering and propagation for this constraint. This paper investigates the use of General Processing Units (GPUs) to accelerate filtering and propagation. In particular, the paper presents an efficient parallelization of the AllDifferent constraint on GPU, along with an analysis of different design and implementation choices and evaluation of the performance of the resulting system on several benchmarks.
DOI
10.1093/logcom/exad033
WOS
WOS:001002675000001
Archivio
https://hdl.handle.net/11390/1270025
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85179895386
https://ricerca.unityfvg.it/handle/11390/1270025
Diritti
metadata only access
Soggetti
  • AllDifferent

  • Constraint propagatio...

  • GPU computing

  • parallelism

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