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一种基于共享度模型的改进Rete算法

孙新 严西敏 尚煜茗 欧阳童 董阔

自动化学报2017,Vol.43Issue(9):1571-1579,9.
自动化学报2017,Vol.43Issue(9):1571-1579,9.DOI:10.16383/j.aas.2017.c160674

一种基于共享度模型的改进Rete算法

An Improved Rete Algorithm Using Shared Degree Model

孙新 1严西敏 1尚煜茗 1欧阳童 1董阔1

作者信息

  • 1. 北京理工大学计算机学院北京市海量语言信息处理与云计算应用工程技术研究中心 北京 100081
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摘要

Abstract

Expert system is an important brunch of artificial intelligence.Knowledge representation and inference engine is an important part of the expert system.As an efficient pattern-matching algorithm,Rete algorithm can solve the ratiocination efficiency problem in expert system.However,there always exist the problems such as storage and efficiency in building and using Rete network.In this paper,we introduce the idea of finite automata,and the pattern sharing degree and node sharing degree model into Rete algorithm.We propose a Rete network construction and inference algorithm to reduce the complexity of Rete network and improve the speed of Rete network inference.Finally,experimental results show that it can reduce the complexity of the network greatly and raise the inference speed.

关键词

专家系统/Rete算法/有穷自动机/推理机

Key words

Expert system/Rete/finite automaton/ratiocination machine

引用本文复制引用

孙新,严西敏,尚煜茗,欧阳童,董阔..一种基于共享度模型的改进Rete算法[J].自动化学报,2017,43(9):1571-1579,9.

基金项目

国家高技术研究发展计划(863计划)(2015AA015404)资助 Supported by National High Technology Research and Development Program of China (863 Program) (2015AA015404) (863计划)

自动化学报

OA北大核心CSCDCSTPCD

0254-4156

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