Title :
Constraint satisfaction for production system match
Author_Institution :
Sch. of Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
An attempt is made to improve production system match by incorporating the arc consistency (AC) algorithm, in the RETE algorithm. This approach combines the constraint graphs of RETE and AC into a single network, which is then incrementally updated. Empirical studies show the technique to be most efficacious with expensive rules. Thus, by using the lookahead from AC preprocessing, in many cases costly RETE computation can be effectively reduced
Keywords :
constraint handling; inference mechanisms; AC preprocessing; RETE algorithm; arc consistency; constraint graphs; constraint satisfaction; lookahead; production system match; Artificial intelligence; Computer architecture; Computer science; Contracts; Costs; Filtering; Humans; Libraries; Nuclear magnetic resonance; Production systems;
Conference_Titel :
Tools with Artificial Intelligence, 1992. TAI '92, Proceedings., Fourth International Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
0-8186-2905-3
DOI :
10.1109/TAI.1992.246376