Tree clustering for constraint networks

The paper offers a systematic way of regrouping constraints into hierarchical structures capable of supporting search without backtracking. The method involves the formation and preprocessing of an acyclic database that permits a large variety of queries and local perturbations to be processed swift...

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Veröffentlicht in:Artificial intelligence 1989, Vol.38 (3), p.353-366
Hauptverfasser: Dechter, Rina, Pearl, Judea
Format: Artikel
Sprache:eng
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Zusammenfassung:The paper offers a systematic way of regrouping constraints into hierarchical structures capable of supporting search without backtracking. The method involves the formation and preprocessing of an acyclic database that permits a large variety of queries and local perturbations to be processed swiftly, either by sequential backtrack-free procedures, or by distributed constraint propagation processes.
ISSN:0004-3702
1872-7921
DOI:10.1016/0004-3702(89)90037-4