Uni-Rete : specializing the Rete match algorithm for the unique-attribute representation

Abstract

Abstract: "The combinatorial match in production systems (rule- based systems) is problematical in several areas of production system application: real-time performance, learning new productions for performance improvement, modeling human cognition, and parallelization. The unique-attribute representation is a promising approach to eliminate match combinatorics. Earlier investigations have focused on the ability of unique-attributes to alleviate the problems caused by combinatorial match [Tambe, Newell and Rosenbloom 90]. This paper reports on an additional benefit of unique-attributes: a specialized match algorithm called Uni-Rete.Uni-Rete is a specialization of the widely used Rete match algorithm for unique-attributes, and it has shown over 10-fold speedup over Rete in performing match.