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Optimal Control of Shigellosis with Cost-Effective Strategies

In this paper, we apply optimal control theory to the model for shigellosis. It is assumed that education campaign, sanitation, and treatment are the main controls for this disease. The aim is to minimize the number of infections resulting from contact with careers, infectious population, and contam...

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Autores principales: Edward, Stephen, Shaban, Nyimvua, Mureithi, Eunice
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7474761/
https://www.ncbi.nlm.nih.gov/pubmed/32908585
http://dx.doi.org/10.1155/2020/9732687
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author Edward, Stephen
Shaban, Nyimvua
Mureithi, Eunice
author_facet Edward, Stephen
Shaban, Nyimvua
Mureithi, Eunice
author_sort Edward, Stephen
collection PubMed
description In this paper, we apply optimal control theory to the model for shigellosis. It is assumed that education campaign, sanitation, and treatment are the main controls for this disease. The aim is to minimize the number of infections resulting from contact with careers, infectious population, and contaminated environments while keeping the cost of associated controls minimum. We achieve this aim through the application of Pontryagin's Maximum Principle. Numerical simulations are carried out by using both forward and backward in time fourth-order Runge-Kutta schemes. We simulate the model under different strategies to investigate which option could yield the best results. The findings show that the strategy combining all three control efforts (treatment, sanitation, and education campaign) proves to be more beneficial in containing shigellosis than the rest. On the other hand, cost-effectiveness analysis is performed via incremental cost-effectiveness ratio (ICER). The findings from the ICER show that a strategy incorporating all three controls (treatment, sanitation, and education campaign) is the most cost-effective of all strategies considered in the study.
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spelling pubmed-74747612020-09-08 Optimal Control of Shigellosis with Cost-Effective Strategies Edward, Stephen Shaban, Nyimvua Mureithi, Eunice Comput Math Methods Med Research Article In this paper, we apply optimal control theory to the model for shigellosis. It is assumed that education campaign, sanitation, and treatment are the main controls for this disease. The aim is to minimize the number of infections resulting from contact with careers, infectious population, and contaminated environments while keeping the cost of associated controls minimum. We achieve this aim through the application of Pontryagin's Maximum Principle. Numerical simulations are carried out by using both forward and backward in time fourth-order Runge-Kutta schemes. We simulate the model under different strategies to investigate which option could yield the best results. The findings show that the strategy combining all three control efforts (treatment, sanitation, and education campaign) proves to be more beneficial in containing shigellosis than the rest. On the other hand, cost-effectiveness analysis is performed via incremental cost-effectiveness ratio (ICER). The findings from the ICER show that a strategy incorporating all three controls (treatment, sanitation, and education campaign) is the most cost-effective of all strategies considered in the study. Hindawi 2020-08-28 /pmc/articles/PMC7474761/ /pubmed/32908585 http://dx.doi.org/10.1155/2020/9732687 Text en Copyright © 2020 Stephen Edward et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Edward, Stephen
Shaban, Nyimvua
Mureithi, Eunice
Optimal Control of Shigellosis with Cost-Effective Strategies
title Optimal Control of Shigellosis with Cost-Effective Strategies
title_full Optimal Control of Shigellosis with Cost-Effective Strategies
title_fullStr Optimal Control of Shigellosis with Cost-Effective Strategies
title_full_unstemmed Optimal Control of Shigellosis with Cost-Effective Strategies
title_short Optimal Control of Shigellosis with Cost-Effective Strategies
title_sort optimal control of shigellosis with cost-effective strategies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7474761/
https://www.ncbi.nlm.nih.gov/pubmed/32908585
http://dx.doi.org/10.1155/2020/9732687
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