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    一个带有相似性关系的模糊逻辑

    A Fuzzy Logic with Similarity

    • 摘要: 模糊集与模糊逻辑是处理模糊性与不确定性信息的重要数学工具 ,相似性关系是模糊集的一个基本概念 为了在模糊逻辑中集成相似性关系并考虑其模糊推理 ,提出了一个带有相似性关系的模糊逻辑 ,给出了其语法及语义描述 在模糊谓词逻辑情形下 ,讨论并证明了基于归结与调解方法的模糊推理的有关属性 考虑到许多定理证明器和问题解决系统均是基于否证法 ,证明了归结与调解方法对模糊谓词演算的反驳完备性定理

       

      Abstract: Fuzzy sets and fuzzy logic are important and practical mathematical tools for processing uncertain and vague information, and similarity is a fundamental relation in fuzzy sets In order to integrate the similarity relation into fuzzy logic, a fuzzy logic with similarity is proposed and its syntax and semantics are given Some properties of fuzzy inference based on the resolution principle and paramodulation are discussed First, the significance of fuzzy logical inference by the resolution principle is discussed in the context of fuzzy first order logic Second, it is shown that the fuzzy logical inference by the paramodulation is always significant Finally, considering that many problem solving systems are based on reductio ad absurdum, the completeness of the resolution and paramodulation is proved for fuzzy predicate calculus

       

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