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Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations
This paper focuses on searching sufficient conditions for the solvability of systems of partial fuzzy relational equations. In the case of solvable systems, we provide solutions of the systems. Two standard systems of fuzzy relational equations – namely the systems built on the basic composition and...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274352/ http://dx.doi.org/10.1007/978-3-030-50146-4_8 |
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author | Cao, Nhung Štěpnička, Martin |
author_facet | Cao, Nhung Štěpnička, Martin |
author_sort | Cao, Nhung |
collection | PubMed |
description | This paper focuses on searching sufficient conditions for the solvability of systems of partial fuzzy relational equations. In the case of solvable systems, we provide solutions of the systems. Two standard systems of fuzzy relational equations – namely the systems built on the basic composition and on the Bandler-Kohout subproduct – are considered under the assumption of partiality. Such an extension requires to employ partial algebras of operations for dealing with undefined values. In this investigation, we consider seven most-known algebras of undefined values in partial fuzzy set theory such as the Bochvar, Bochvar external, Sobociński, McCarthy, Nelson, Kleene, and the Łukasiewicz algebra. Conditions that are sufficient for the solvability of the systems are provided. The crucial role will be played by the so-called boundary condition. |
format | Online Article Text |
id | pubmed-7274352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-72743522020-06-05 Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations Cao, Nhung Štěpnička, Martin Information Processing and Management of Uncertainty in Knowledge-Based Systems Article This paper focuses on searching sufficient conditions for the solvability of systems of partial fuzzy relational equations. In the case of solvable systems, we provide solutions of the systems. Two standard systems of fuzzy relational equations – namely the systems built on the basic composition and on the Bandler-Kohout subproduct – are considered under the assumption of partiality. Such an extension requires to employ partial algebras of operations for dealing with undefined values. In this investigation, we consider seven most-known algebras of undefined values in partial fuzzy set theory such as the Bochvar, Bochvar external, Sobociński, McCarthy, Nelson, Kleene, and the Łukasiewicz algebra. Conditions that are sufficient for the solvability of the systems are provided. The crucial role will be played by the so-called boundary condition. 2020-05-18 /pmc/articles/PMC7274352/ http://dx.doi.org/10.1007/978-3-030-50146-4_8 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Cao, Nhung Štěpnička, Martin Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations |
title | Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations |
title_full | Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations |
title_fullStr | Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations |
title_full_unstemmed | Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations |
title_short | Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations |
title_sort | sufficient solvability conditions for systems of partial fuzzy relational equations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274352/ http://dx.doi.org/10.1007/978-3-030-50146-4_8 |
work_keys_str_mv | AT caonhung sufficientsolvabilityconditionsforsystemsofpartialfuzzyrelationalequations AT stepnickamartin sufficientsolvabilityconditionsforsystemsofpartialfuzzyrelationalequations |