A Comprehensive Survey of Fuzzy Implication Functions

Fuzzy implication functions are a key area of study in fuzzy logic, extending the classical logical conditional to handle truth degrees in the interval $[0,1]$. While existing literature often focuses on a limited number of families, in the last ten years many new families have been introduced, each defined by specific construction methods and having different key properties. This survey aims to provide a comprehensive and structured overview of the diverse families of fuzzy implication functions, emphasizing their motivations, properties, and potential applications. By organizing the information schematically, this document serves as a valuable resource for both theoretical researchers seeking to avoid redundancy and practitioners looking to select appropriate operators for specific applications.

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Journal
ArXiv.org
Published
2025-02-06
Primary Topic
Advanced Algebra and Logic
Type
article
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article

A Comprehensive Survey of Fuzzy Implication Functions

ArXiv.org
Advanced Algebra and Logic
article

A Comprehensive Survey of Fuzzy Implication Functions

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Abstract

Fuzzy implication functions are a key area of study in fuzzy logic, extending the classical logical conditional to handle truth degrees in the interval $[0,1]$. While existing literature often focuses on a limited number of families, in the last ten years many new families have been introduced, each defined by specific construction methods and having different key properties. This survey aims to provide a comprehensive and structured overview of the diverse families of fuzzy implication functions, emphasizing their motivations, properties, and potential applications. By organizing the information schematically, this document serves as a valuable resource for both theoretical researchers seeking to avoid redundancy and practitioners looking to select appropriate operators for specific applications.

ArXiv.org
Slovak Academy of Sciences (SK)
Openalex Percentile: Top 47%
Advanced Algebra and Logic
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A Comprehensive Survey of Fuzzy Implication Functions · ArXiv.org (2025) | TGRS Research Map | TGRS