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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...

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Autores principales: Cao, Nhung, Štěpnička, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
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.
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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
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