Cargando…
A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic
The COVID-19 pandemic has ravaged almost every part of the world, causing severe loss of life and economic damage to the world economy. This study proposes a mathematical model of SARS-COV-2 by considering the high-risk population. We establish the local and global stability of the model based on a...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276502/ http://dx.doi.org/10.1016/j.dajour.2023.100273 |
_version_ | 1785060093333602304 |
---|---|
author | Fatmawati Chukwu, C.W. Alqahtani, R.T. Alfiniyah, C. Herdicho, F.F. Tasmi |
author_facet | Fatmawati Chukwu, C.W. Alqahtani, R.T. Alfiniyah, C. Herdicho, F.F. Tasmi |
author_sort | Fatmawati |
collection | PubMed |
description | The COVID-19 pandemic has ravaged almost every part of the world, causing severe loss of life and economic damage to the world economy. This study proposes a mathematical model of SARS-COV-2 by considering the high-risk population. We establish the local and global stability of the model based on a threshold. The local and global sensitivity analysis is conducted to predict the epidemiological parameters responsible for driving the infection. Using the Pontryagin maximum principle and optimal control theory, we included four time-dependent controls to assess the impact of five different strategies on our model. Results from numerical simulation of the model with controls show that the number of infections decreased. Finally, the cost-effectiveness analysis shows the most effective strategy with the lowest intervention cost. |
format | Online Article Text |
id | pubmed-10276502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Author(s). Published by Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102765022023-06-21 A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic Fatmawati Chukwu, C.W. Alqahtani, R.T. Alfiniyah, C. Herdicho, F.F. Tasmi Decision Analytics Journal Article The COVID-19 pandemic has ravaged almost every part of the world, causing severe loss of life and economic damage to the world economy. This study proposes a mathematical model of SARS-COV-2 by considering the high-risk population. We establish the local and global stability of the model based on a threshold. The local and global sensitivity analysis is conducted to predict the epidemiological parameters responsible for driving the infection. Using the Pontryagin maximum principle and optimal control theory, we included four time-dependent controls to assess the impact of five different strategies on our model. Results from numerical simulation of the model with controls show that the number of infections decreased. Finally, the cost-effectiveness analysis shows the most effective strategy with the lowest intervention cost. The Author(s). Published by Elsevier Inc. 2023-09 2023-06-17 /pmc/articles/PMC10276502/ http://dx.doi.org/10.1016/j.dajour.2023.100273 Text en © 2023 The Author(s) 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 Fatmawati Chukwu, C.W. Alqahtani, R.T. Alfiniyah, C. Herdicho, F.F. Tasmi A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic |
title | A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic |
title_full | A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic |
title_fullStr | A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic |
title_full_unstemmed | A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic |
title_short | A Pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the COVID-19 epidemic |
title_sort | pontryagin’s maximum principle and optimal control model with cost-effectiveness analysis of the covid-19 epidemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276502/ http://dx.doi.org/10.1016/j.dajour.2023.100273 |
work_keys_str_mv | AT fatmawati apontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT chukwucw apontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT alqahtanirt apontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT alfiniyahc apontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT herdichoff apontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT tasmi apontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT fatmawati pontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT chukwucw pontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT alqahtanirt pontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT alfiniyahc pontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT herdichoff pontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic AT tasmi pontryaginsmaximumprincipleandoptimalcontrolmodelwithcosteffectivenessanalysisofthecovid19epidemic |