规则引擎的方法与技术进展综述OA

As an important technology for realizing automated decision-making and reasoning,rule engines have made signifi-cant breakthroughs in core methodological and technological advances in recent years,and have been widely used in network security,Internet of Things,financial risk control,intelligent manufacturing and other fields.Yet a comprehensive review on the optimization and improvement of rule engines remains absent.Taking network security as a typical application scenario,this paper systematically reviewed the methods and technical progress of rule engines,and analyzed its cross-domain applicabi-lity and optimization strategies based on typical cases in other fields.Firstly,it introduced the basic concept and architecture of a rule engine,including key components such as rule base,working memory and inference engine.Then it discussed the re-search progress of the rule engine in terms of performance improvement,rule file optimization,and functional enhancement in detail,focusing on the analysis of the improvement of the rule matching process and the synergistic optimization with intelligent technology.Finally,this paper outlined the future development trends of rule engines,providing important reference for their application across multiple domains and pointing the way for future technological innovation.