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Optimal control problem and backward bifurcation on malaria transmission with vector bias
This article aims to apply a mathematical model to investigate the spread of malaria by considering vector bias, saturated treatment, and an optimal control approach. A mathematical analysis of the equilibrium points and an investigation of the basic reproduction number show that if the basic reprod...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082563/ https://www.ncbi.nlm.nih.gov/pubmed/33981888 http://dx.doi.org/10.1016/j.heliyon.2021.e06824 |
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author | Aldila, Dipo Angelina, Michellyn |
author_facet | Aldila, Dipo Angelina, Michellyn |
author_sort | Aldila, Dipo |
collection | PubMed |
description | This article aims to apply a mathematical model to investigate the spread of malaria by considering vector bias, saturated treatment, and an optimal control approach. A mathematical analysis of the equilibrium points and an investigation of the basic reproduction number show that if the basic reproduction number ([Formula: see text] is less than one, the disease-free equilibrium is locally asymptotically stable. Furthermore, the center-manifold theory is applied to analyze the stability of the endemic equilibrium when [Formula: see text]. We find that our model performs a backward bifurcation phenomenon when the saturated treatment or vector bias parameter is larger than the threshold. Interestingly, we found that uncontrolled fumigation could increase the chance of the appearance of backward bifurcation. From the sensitivity analysis of [Formula: see text] , we find that the fumigation and vector bias are the most influential parameters for determining the magnitude of [Formula: see text]. Using the Pontryagin maximum principle, the optimal control problem is constructed by treating fumigation and medical treatment parameters as the time-dependent variable. Our numerical results on the optimal control simulation suggest that time-dependent fumigation and medical treatment could suppress the spread of malaria more efficiently at minimum cost. |
format | Online Article Text |
id | pubmed-8082563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-80825632021-05-11 Optimal control problem and backward bifurcation on malaria transmission with vector bias Aldila, Dipo Angelina, Michellyn Heliyon Research Article This article aims to apply a mathematical model to investigate the spread of malaria by considering vector bias, saturated treatment, and an optimal control approach. A mathematical analysis of the equilibrium points and an investigation of the basic reproduction number show that if the basic reproduction number ([Formula: see text] is less than one, the disease-free equilibrium is locally asymptotically stable. Furthermore, the center-manifold theory is applied to analyze the stability of the endemic equilibrium when [Formula: see text]. We find that our model performs a backward bifurcation phenomenon when the saturated treatment or vector bias parameter is larger than the threshold. Interestingly, we found that uncontrolled fumigation could increase the chance of the appearance of backward bifurcation. From the sensitivity analysis of [Formula: see text] , we find that the fumigation and vector bias are the most influential parameters for determining the magnitude of [Formula: see text]. Using the Pontryagin maximum principle, the optimal control problem is constructed by treating fumigation and medical treatment parameters as the time-dependent variable. Our numerical results on the optimal control simulation suggest that time-dependent fumigation and medical treatment could suppress the spread of malaria more efficiently at minimum cost. Elsevier 2021-04-19 /pmc/articles/PMC8082563/ /pubmed/33981888 http://dx.doi.org/10.1016/j.heliyon.2021.e06824 Text en © 2021 The Author(s) https://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 | Research Article Aldila, Dipo Angelina, Michellyn Optimal control problem and backward bifurcation on malaria transmission with vector bias |
title | Optimal control problem and backward bifurcation on malaria transmission with vector bias |
title_full | Optimal control problem and backward bifurcation on malaria transmission with vector bias |
title_fullStr | Optimal control problem and backward bifurcation on malaria transmission with vector bias |
title_full_unstemmed | Optimal control problem and backward bifurcation on malaria transmission with vector bias |
title_short | Optimal control problem and backward bifurcation on malaria transmission with vector bias |
title_sort | optimal control problem and backward bifurcation on malaria transmission with vector bias |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082563/ https://www.ncbi.nlm.nih.gov/pubmed/33981888 http://dx.doi.org/10.1016/j.heliyon.2021.e06824 |
work_keys_str_mv | AT aldiladipo optimalcontrolproblemandbackwardbifurcationonmalariatransmissionwithvectorbias AT angelinamichellyn optimalcontrolproblemandbackwardbifurcationonmalariatransmissionwithvectorbias |