Higher-Order Fuzzy Logics and their Categorical Semantics: Higher-Order Linear Completeness and Baaz Translation via Substructural Tripos Theory

被引:0
|
作者
Maruyama, Yoshihiro [1 ]
机构
[1] Australian Natl Univ, Res Sch Comp Sci, Canberra, ACT, Australia
关键词
higher-order fuzzy logic; categorical semantics; linear completeness; Baaz translation; tripos theory; MTL; SETS; DUALITY;
D O I
10.1109/FUZZ45933.2021.9494453
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
There are, in general, two kinds of logical foundations of mathematics, namely set theory and higher-order logic (aka. type theory). Fuzzy set theory and class theory have been studied extensively for a long time. Studies on higher-order fuzzy logic, by contrast, just started more recently and there is much yet to be done. Here we introduce higher-order fuzzy logics over MTL (monoidal t-norm logic; uniform foundations of fuzzy logics such as Hajek's basic logic, Lukasiewicz logic, and Godel logic); higher-order MTL boils down to the standard higher-order intuitionistic logic (i.e., the internal logic of topos) with the pre-linearity axiom when equipped with the contraction rule. We give uniform categorical semantics for all higher-order fuzzy logics over MTL in terms of tripos theory. We prove the linear completeness of tripos semantics for higher-order fuzzy logics, and a tripos-theoretical Baaz translation theorem, which allows us to simulate higher-order classical logic within fuzzy logics. The relationships between topos theory and fuzzy set theory have been pursued for a long time; yet no complete topos semantics of fuzzy set theory has been found. Here we give complete tripos semantics of higher-order fuzzy logic (or fuzzy type theory).
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页数:6
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