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Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations
This paper is devoted to an optimal trajectory planning problem with uncertainty in location conditions considered as a problem of constrained optimal control for dynamical systems. Fuzzy numbers are used to incorporate uncertainty of constraints into the classical setting of the problem under consi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274651/ http://dx.doi.org/10.1007/978-3-030-50153-2_25 |
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author | Asmuss, Svetlana Budkina, Natalja |
author_facet | Asmuss, Svetlana Budkina, Natalja |
author_sort | Asmuss, Svetlana |
collection | PubMed |
description | This paper is devoted to an optimal trajectory planning problem with uncertainty in location conditions considered as a problem of constrained optimal control for dynamical systems. Fuzzy numbers are used to incorporate uncertainty of constraints into the classical setting of the problem under consideration. The proposed approach applied to dynamical systems associated with the second order linear differential equations allows to find an optimal control law at each [Formula: see text]-level using spline-based methods developed in the framework of the theory of splines in convex sets. The solution technique is illustrated by numerical examples. |
format | Online Article Text |
id | pubmed-7274651 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-72746512020-06-08 Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations Asmuss, Svetlana Budkina, Natalja Information Processing and Management of Uncertainty in Knowledge-Based Systems Article This paper is devoted to an optimal trajectory planning problem with uncertainty in location conditions considered as a problem of constrained optimal control for dynamical systems. Fuzzy numbers are used to incorporate uncertainty of constraints into the classical setting of the problem under consideration. The proposed approach applied to dynamical systems associated with the second order linear differential equations allows to find an optimal control law at each [Formula: see text]-level using spline-based methods developed in the framework of the theory of splines in convex sets. The solution technique is illustrated by numerical examples. 2020-05-16 /pmc/articles/PMC7274651/ http://dx.doi.org/10.1007/978-3-030-50153-2_25 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 Asmuss, Svetlana Budkina, Natalja Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations |
title | Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations |
title_full | Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations |
title_fullStr | Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations |
title_full_unstemmed | Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations |
title_short | Optimal Control Under Fuzzy Conditions for Dynamical Systems Associated with the Second Order Linear Differential Equations |
title_sort | optimal control under fuzzy conditions for dynamical systems associated with the second order linear differential equations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274651/ http://dx.doi.org/10.1007/978-3-030-50153-2_25 |
work_keys_str_mv | AT asmusssvetlana optimalcontrolunderfuzzyconditionsfordynamicalsystemsassociatedwiththesecondorderlineardifferentialequations AT budkinanatalja optimalcontrolunderfuzzyconditionsfordynamicalsystemsassociatedwiththesecondorderlineardifferentialequations |