Fuzzy rule representation and knowledge base construction in expert system

Yongchang Ren, Xuguang Chai, Tao Xing, Xiaoji Chen
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引用次数: 5

Abstract

Fuzzy rule is the core of fuzzy expert system, which use relational database methods knowledge to build knowledge base, the combination of database and knowledge base is the development trend of the knowledge base. This paper describes the fuzzy rules first, including fuzzy logic, fuzzy production rules, multi-dimensional fuzzy rules; and studies the fuzzy rule representation, including the general rule representation and fuzzy rule representation; finally researches the construction of knowledge base, including the Knowledge Base System Structure and knowledge base table structure. The results show that the type knowledge of fuzzy rule reflects the relationship between the rules of deductive reasoning logical implication of the way to the database is a natural extension from the database to the knowledge base, which has some theoretical and practical value.
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专家系统中的模糊规则表示与知识库构建
模糊规则是模糊专家系统的核心,它利用关系数据库的方法建立知识库,数据库与知识库的结合是知识库的发展趋势。本文首先介绍了模糊规则,包括模糊逻辑、模糊产生规则、多维模糊规则;研究了模糊规则表示,包括一般规则表示和模糊规则表示;最后研究了知识库的构建,包括知识库系统结构和知识库表结构。结果表明,模糊规则的类型知识反映了演绎推理规则之间的关系,逻辑蕴涵的方式是从数据库向知识库的自然延伸,具有一定的理论和实用价值。
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