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An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant
In this paper we formulated and analyzed an optimal deterministic eco-epidemiological model for the dynamics of maize streak virus (MSV) and examine the best strategy to fight maize population from maize streak disease (MSD). The optimal control model is developed with three control interventions, n...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7788099/ https://www.ncbi.nlm.nih.gov/pubmed/33474519 http://dx.doi.org/10.1016/j.idm.2020.12.001 |
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author | Alemneh, Haileyesus Tessema Kassa, Assefa Sintayehu Godana, Anteneh Asmare |
author_facet | Alemneh, Haileyesus Tessema Kassa, Assefa Sintayehu Godana, Anteneh Asmare |
author_sort | Alemneh, Haileyesus Tessema |
collection | PubMed |
description | In this paper we formulated and analyzed an optimal deterministic eco-epidemiological model for the dynamics of maize streak virus (MSV) and examine the best strategy to fight maize population from maize streak disease (MSD). The optimal control model is developed with three control interventions, namely prevention (u(1)), quarantine (u(2)) and chemical control (u(3)). To achieve an optimal control strategy, we used the Pontryagin’s maximum principle obtain the Hamiltonian, the adjoint variables, the characterization of the controls and the optimality system. Numerical simulations are performed using Forward-backward sweep iterative method. The findings show that each integrated strategy is able to mitigate the disease in the specified time. However due to limited resources, it is important to find a cost-effective strategy. Using Incremental Cost-Effectiveness Ratio(ICER) a cost-effectiveness analysis is investigated and determined that the combination of prevention and quarantine is the best cost-effective strategy from the other integrated strategies. Therefore, policymakers and stakeholders should apply the integrated intervention to stop the spread of MSV in the maize population. |
format | Online Article Text |
id | pubmed-7788099 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-77880992021-01-19 An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant Alemneh, Haileyesus Tessema Kassa, Assefa Sintayehu Godana, Anteneh Asmare Infect Dis Model Original Research Article In this paper we formulated and analyzed an optimal deterministic eco-epidemiological model for the dynamics of maize streak virus (MSV) and examine the best strategy to fight maize population from maize streak disease (MSD). The optimal control model is developed with three control interventions, namely prevention (u(1)), quarantine (u(2)) and chemical control (u(3)). To achieve an optimal control strategy, we used the Pontryagin’s maximum principle obtain the Hamiltonian, the adjoint variables, the characterization of the controls and the optimality system. Numerical simulations are performed using Forward-backward sweep iterative method. The findings show that each integrated strategy is able to mitigate the disease in the specified time. However due to limited resources, it is important to find a cost-effective strategy. Using Incremental Cost-Effectiveness Ratio(ICER) a cost-effectiveness analysis is investigated and determined that the combination of prevention and quarantine is the best cost-effective strategy from the other integrated strategies. Therefore, policymakers and stakeholders should apply the integrated intervention to stop the spread of MSV in the maize population. KeAi Publishing 2020-12-28 /pmc/articles/PMC7788099/ /pubmed/33474519 http://dx.doi.org/10.1016/j.idm.2020.12.001 Text en © 2020 The Authors. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Article Alemneh, Haileyesus Tessema Kassa, Assefa Sintayehu Godana, Anteneh Asmare An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant |
title | An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant |
title_full | An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant |
title_fullStr | An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant |
title_full_unstemmed | An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant |
title_short | An optimal control model with cost effectiveness analysis of Maize streak virus disease in maize plant |
title_sort | optimal control model with cost effectiveness analysis of maize streak virus disease in maize plant |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7788099/ https://www.ncbi.nlm.nih.gov/pubmed/33474519 http://dx.doi.org/10.1016/j.idm.2020.12.001 |
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