Title :
Arc consistency for factorable relations
Author_Institution :
Sch. of Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
An optimal arc consistency algorithm AC-4 was given by R. Mohr and T.C. Henderson (1986). AC-4 has costO(ea2), and cost(na2) 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;
Conference_Titel :
Tools for Artificial Intelligence, 1991. TAI '91., Third International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
0-8186-2300-4
DOI :
10.1109/TAI.1991.167113