cs.AI updates on arXiv.org 09月23日 13:12
模糊逻辑中的唯一性条件研究
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本文对模糊逻辑系统中模糊蕴含函数的唯一性条件进行研究,探讨了在连续模糊否定假设下,$(U,N)$-蕴含不必然具有唯一表示,并对连续与非连续底层函数的不变范数的唯一性条件进行了全面研究。

arXiv:2509.16299v1 Announce Type: new Abstract: Fuzzy implication functions constitute fundamental operators in fuzzy logic systems, extending classical conditionals to manage uncertainty in logical inference. Among the extensive families of these operators, generalizations of the classical material implication have received considerable theoretical attention, particularly $(S,N)$-implications constructed from t-conorms and fuzzy negations, and their further generalizations to $(U,N)$-implications using disjunctive uninorms. Prior work has established characterization theorems for these families under the assumption that the fuzzy negation $N$ is continuous, ensuring uniqueness of representation. In this paper, we disprove this last fact for $(U,N)$-implications and we show that they do not necessarily possess a unique representation, even if the fuzzy negation is continuous. Further, we provide a comprehensive study of uniqueness conditions for both uninorms with continuous and non-continuous underlying functions. Our results offer important theoretical insights into the structural properties of these operators.

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模糊逻辑 蕴含函数 唯一性条件
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