DocumentCode
2390193
Title
Arc consistency for factorable relations
Author
Perlin, Mark
Author_Institution
Sch. of Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA
fYear
1991
fDate
10-13 Nov 1991
Firstpage
340
Lastpage
345
Abstract
An optimal arc consistency algorithm AC-4 was given by R. Mohr and T.C. Henderson (1986). AC-4 has costO (ea 2), and cost(na 2) for scene labeling. Although their algorithm is indeed optimal, under certain conditions a constraint satisfaction problem can be transformed into a less complex problem. Conditions and mechanisms are presented for such transformations, and it is shown how to factor relations into more manageable components. A description is given of how factorization can reduce AC-4´s cost to O (ea ), and this result is applied to RETE match
Keywords
artificial intelligence; computational complexity; inference mechanisms; pattern recognition; AC-4; RETE match; arc consistency; constraint satisfaction problem; factorable relations; scene labeling; Computer science; Costs; Filtering; IEL; Labeling; Layout; Libraries; Pain; Search problems; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools for Artificial Intelligence, 1991. TAI '91., Third International Conference on
Conference_Location
San Jose, CA
Print_ISBN
0-8186-2300-4
Type
conf
DOI
10.1109/TAI.1991.167113
Filename
167113
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