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Optimal control of a fractional order model for granular SEIR epidemic with uncertainty
In this study, we present a general formulation for the optimal control problem to a class of fuzzy fractional differential systems relating to SIR and SEIR epidemic models. In particular, we investigate these epidemic models in the uncertain environment of fuzzy numbers with the rate of change expr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7338880/ https://www.ncbi.nlm.nih.gov/pubmed/32834700 http://dx.doi.org/10.1016/j.cnsns.2020.105312 |
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author | Dong, Nguyen Phuong Long, Hoang Viet Khastan, Alireza |
author_facet | Dong, Nguyen Phuong Long, Hoang Viet Khastan, Alireza |
author_sort | Dong, Nguyen Phuong |
collection | PubMed |
description | In this study, we present a general formulation for the optimal control problem to a class of fuzzy fractional differential systems relating to SIR and SEIR epidemic models. In particular, we investigate these epidemic models in the uncertain environment of fuzzy numbers with the rate of change expressed by granular Caputo fuzzy fractional derivatives of order β ∈ (0, 1]. Firstly, the existence and uniqueness of solution to the abstract fractional differential systems with fuzzy parameters and initial data are proved. Next, the optimal control problem for this fractional system is proposed and a necessary condition for the optimality is obtained. Finally, some examples of the fractional SIR and SEIR models are presented and tested with real data extracted from COVID-19 pandemic in Italy and South Korea. |
format | Online Article Text |
id | pubmed-7338880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73388802020-07-07 Optimal control of a fractional order model for granular SEIR epidemic with uncertainty Dong, Nguyen Phuong Long, Hoang Viet Khastan, Alireza Commun Nonlinear Sci Numer Simul Article In this study, we present a general formulation for the optimal control problem to a class of fuzzy fractional differential systems relating to SIR and SEIR epidemic models. In particular, we investigate these epidemic models in the uncertain environment of fuzzy numbers with the rate of change expressed by granular Caputo fuzzy fractional derivatives of order β ∈ (0, 1]. Firstly, the existence and uniqueness of solution to the abstract fractional differential systems with fuzzy parameters and initial data are proved. Next, the optimal control problem for this fractional system is proposed and a necessary condition for the optimality is obtained. Finally, some examples of the fractional SIR and SEIR models are presented and tested with real data extracted from COVID-19 pandemic in Italy and South Korea. Elsevier B.V. 2020-09 2020-04-30 /pmc/articles/PMC7338880/ /pubmed/32834700 http://dx.doi.org/10.1016/j.cnsns.2020.105312 Text en © 2020 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Dong, Nguyen Phuong Long, Hoang Viet Khastan, Alireza Optimal control of a fractional order model for granular SEIR epidemic with uncertainty |
title | Optimal control of a fractional order model for granular SEIR epidemic with uncertainty |
title_full | Optimal control of a fractional order model for granular SEIR epidemic with uncertainty |
title_fullStr | Optimal control of a fractional order model for granular SEIR epidemic with uncertainty |
title_full_unstemmed | Optimal control of a fractional order model for granular SEIR epidemic with uncertainty |
title_short | Optimal control of a fractional order model for granular SEIR epidemic with uncertainty |
title_sort | optimal control of a fractional order model for granular seir epidemic with uncertainty |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7338880/ https://www.ncbi.nlm.nih.gov/pubmed/32834700 http://dx.doi.org/10.1016/j.cnsns.2020.105312 |
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