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On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations

This article analyzes a regularized set of fuzzy differential equations with respect to an uncertain parameter. We provide sufficient conditions for the correctness of a new regularization scheme. For the resulting family of regularized fuzzy differential equations, the following properties are anal...

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Detalles Bibliográficos
Autores principales: Martynyuk, Anatoliy, Stamov, Gani, Stamova, Ivanka, Martynyuk-Chernienko, Yulya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378660/
https://www.ncbi.nlm.nih.gov/pubmed/37509956
http://dx.doi.org/10.3390/e25071010
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author Martynyuk, Anatoliy
Stamov, Gani
Stamova, Ivanka
Martynyuk-Chernienko, Yulya
author_facet Martynyuk, Anatoliy
Stamov, Gani
Stamova, Ivanka
Martynyuk-Chernienko, Yulya
author_sort Martynyuk, Anatoliy
collection PubMed
description This article analyzes a regularized set of fuzzy differential equations with respect to an uncertain parameter. We provide sufficient conditions for the correctness of a new regularization scheme. For the resulting family of regularized fuzzy differential equations, the following properties are analyzed, and efficient criteria are proposed: successive approximations, continuity, global existence of solutions, existence of approximate solutions, existence of solutions in the autonomous case. In addition, we develop stability criteria for the regularized family of fuzzy differential equations on the basis of the comparison technique and the method of nonlinear integral inequalities. We expect that the derived results will inspire future research work in this direction.
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spelling pubmed-103786602023-07-29 On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations Martynyuk, Anatoliy Stamov, Gani Stamova, Ivanka Martynyuk-Chernienko, Yulya Entropy (Basel) Article This article analyzes a regularized set of fuzzy differential equations with respect to an uncertain parameter. We provide sufficient conditions for the correctness of a new regularization scheme. For the resulting family of regularized fuzzy differential equations, the following properties are analyzed, and efficient criteria are proposed: successive approximations, continuity, global existence of solutions, existence of approximate solutions, existence of solutions in the autonomous case. In addition, we develop stability criteria for the regularized family of fuzzy differential equations on the basis of the comparison technique and the method of nonlinear integral inequalities. We expect that the derived results will inspire future research work in this direction. MDPI 2023-06-30 /pmc/articles/PMC10378660/ /pubmed/37509956 http://dx.doi.org/10.3390/e25071010 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Martynyuk, Anatoliy
Stamov, Gani
Stamova, Ivanka
Martynyuk-Chernienko, Yulya
On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations
title On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations
title_full On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations
title_fullStr On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations
title_full_unstemmed On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations
title_short On the Analysis of Regularized Fuzzy Systems of Uncertain Differential Equations
title_sort on the analysis of regularized fuzzy systems of uncertain differential equations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378660/
https://www.ncbi.nlm.nih.gov/pubmed/37509956
http://dx.doi.org/10.3390/e25071010
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