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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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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. |
format | Online Article Text |
id | pubmed-7474761 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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