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Article

A Unified Framework for the Upper and Lower Discretizations of Fuzzy Implications

School of Artificial Intelligence, Taizhou University, Taizhou 318000, China
Axioms 2026, 15(1), 19; https://doi.org/10.3390/axioms15010019 (registering DOI)
Submission received: 28 November 2025 / Revised: 21 December 2025 / Accepted: 25 December 2025 / Published: 26 December 2025
(This article belongs to the Special Issue Advances in Fuzzy Logic and Fuzzy Implications)

Abstract

In this paper, we investigate the discretization of fuzzy implications using rounding functions. Our discretization method is a unified framework of the upper and lower discretization methods of Munar-Covas et al. Furthermore, we examine the extent to which the essential properties of these fuzzy implications are preserved in our discretization process.
Keywords: discretization; fuzzy implications; discrete implications discretization; fuzzy implications; discrete implications

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MDPI and ACS Style

Dai, S. A Unified Framework for the Upper and Lower Discretizations of Fuzzy Implications. Axioms 2026, 15, 19. https://doi.org/10.3390/axioms15010019

AMA Style

Dai S. A Unified Framework for the Upper and Lower Discretizations of Fuzzy Implications. Axioms. 2026; 15(1):19. https://doi.org/10.3390/axioms15010019

Chicago/Turabian Style

Dai, Songsong. 2026. "A Unified Framework for the Upper and Lower Discretizations of Fuzzy Implications" Axioms 15, no. 1: 19. https://doi.org/10.3390/axioms15010019

APA Style

Dai, S. (2026). A Unified Framework for the Upper and Lower Discretizations of Fuzzy Implications. Axioms, 15(1), 19. https://doi.org/10.3390/axioms15010019

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