TY - GEN
T1 - Higher-Order Fuzzy Logics and their Categorical Semantics
T2 - 2021 IEEE CIS International Conference on Fuzzy Systems, FUZZ 2021
AU - Maruyama, Yoshihiro
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/7/11
Y1 - 2021/7/11
N2 - 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 Hájek's basic logic, Lukasiewicz logic, and Gödel logic); higher-order MTL boils down to the standard higherorder 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).
AB - 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 Hájek's basic logic, Lukasiewicz logic, and Gödel logic); higher-order MTL boils down to the standard higherorder 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).
KW - Baaz translation
KW - categorical semantics
KW - higher-order fuzzy logic
KW - linear completeness
KW - MTL
KW - tripos theory
UR - http://www.scopus.com/inward/record.url?scp=85114694342&partnerID=8YFLogxK
U2 - 10.1109/FUZZ45933.2021.9494453
DO - 10.1109/FUZZ45933.2021.9494453
M3 - Conference contribution
AN - SCOPUS:85114694342
T3 - IEEE International Conference on Fuzzy Systems
BT - IEEE CIS International Conference on Fuzzy Systems 2021, FUZZ 2021 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 11 July 2021 through 14 July 2021
ER -