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Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination
In this work a compartmental SIR model has been proposed for describing the dynamics of COVID-19 with Caputo’s fractional derivative(FD). SIR compartmental model has been used here with fractional differential equations(FDEs). The mathematical model of the pandemic consists of three compartments nam...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9083209/ http://dx.doi.org/10.1016/j.ifacol.2022.04.101 |
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author | Banerjee, Ramashis Biswas, Raj Kumar |
author_facet | Banerjee, Ramashis Biswas, Raj Kumar |
author_sort | Banerjee, Ramashis |
collection | PubMed |
description | In this work a compartmental SIR model has been proposed for describing the dynamics of COVID-19 with Caputo’s fractional derivative(FD). SIR compartmental model has been used here with fractional differential equations(FDEs). The mathematical model of the pandemic consists of three compartments namely susceptible, infected and recovered individuals. The dynamics of the pandemic COVID-19 with FDEs for showing the effect of memory as most of the cell biological systems can be described accurately by FDEs Time dependent control(Effective vaccination) has been applied model to formulated fractional optimal control problem(FOCP) to reduce the viral load. Pontryagin’s Maximum Principle(PMP) has been used to formulate FOCP. An effective vaccination is very helpful for controlling the pandemic, which is observed through the numerical simulation via Grunwald-Letnikov(G-L) approximation. All numerical simulation work has been carried in MATLAB platform. |
format | Online Article Text |
id | pubmed-9083209 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90832092022-05-09 Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination Banerjee, Ramashis Biswas, Raj Kumar IFAC-PapersOnLine Article In this work a compartmental SIR model has been proposed for describing the dynamics of COVID-19 with Caputo’s fractional derivative(FD). SIR compartmental model has been used here with fractional differential equations(FDEs). The mathematical model of the pandemic consists of three compartments namely susceptible, infected and recovered individuals. The dynamics of the pandemic COVID-19 with FDEs for showing the effect of memory as most of the cell biological systems can be described accurately by FDEs Time dependent control(Effective vaccination) has been applied model to formulated fractional optimal control problem(FOCP) to reduce the viral load. Pontryagin’s Maximum Principle(PMP) has been used to formulate FOCP. An effective vaccination is very helpful for controlling the pandemic, which is observed through the numerical simulation via Grunwald-Letnikov(G-L) approximation. All numerical simulation work has been carried in MATLAB platform. , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 2022 2022-05-09 /pmc/articles/PMC9083209/ http://dx.doi.org/10.1016/j.ifacol.2022.04.101 Text en © 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 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 Banerjee, Ramashis Biswas, Raj Kumar Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination |
title | Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination |
title_full | Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination |
title_fullStr | Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination |
title_full_unstemmed | Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination |
title_short | Fractional optimal control of compartmental SIR model of COVID-19: Showing the impact of effective vaccination |
title_sort | fractional optimal control of compartmental sir model of covid-19: showing the impact of effective vaccination |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9083209/ http://dx.doi.org/10.1016/j.ifacol.2022.04.101 |
work_keys_str_mv | AT banerjeeramashis fractionaloptimalcontrolofcompartmentalsirmodelofcovid19showingtheimpactofeffectivevaccination AT biswasrajkumar fractionaloptimalcontrolofcompartmentalsirmodelofcovid19showingtheimpactofeffectivevaccination |