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A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control
Diabetes is a disease which caused by socio-environmental and / or genetic factors. The negative effect of socio-environmental or lifestyle leads a susceptible individual to become a diabetic. On the one hand, social interaction wields a great deal of influence over lifestyle. On the other hand, gen...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798379/ https://www.ncbi.nlm.nih.gov/pubmed/33456430 http://dx.doi.org/10.1007/s12190-020-01474-w |
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author | Kouidere, Abdelfatah Khajji, Bouchaib Balatif, Omar Rachik, Mostafa |
author_facet | Kouidere, Abdelfatah Khajji, Bouchaib Balatif, Omar Rachik, Mostafa |
author_sort | Kouidere, Abdelfatah |
collection | PubMed |
description | Diabetes is a disease which caused by socio-environmental and / or genetic factors. The negative effect of socio-environmental or lifestyle leads a susceptible individual to become a diabetic. On the one hand, social interaction wields a great deal of influence over lifestyle. On the other hand, genetic factors are the main cause of the birth diabetes genetic disorder. Considering these above mentioned factors. In the present paper, we study a discrete age continuous mathematical model that describes the dynamics of diabetics. We highlight the negative impact of socio-environmental on diabetic patients according to age groups. We also suggest an optimal strategy to implement the best campaigns of rising awareness that aims at protecting diabetic patients from the negative impact of a lifestyle that leads them to complications. In addition to psychological treatment and follow-up of diabetic patients with complications, an awareness campaign will also be carried out for people with potential diabetes that aims at educating them about the dangerous of diabetes and its complications. Pontryagin’s maximum principle is used to characterize the optimal controls and the optimality system is solved by an iterative method. The numerical simulation is carried out using MATLAB. |
format | Online Article Text |
id | pubmed-7798379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-77983792021-01-11 A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control Kouidere, Abdelfatah Khajji, Bouchaib Balatif, Omar Rachik, Mostafa J Appl Math Comput Original Research Diabetes is a disease which caused by socio-environmental and / or genetic factors. The negative effect of socio-environmental or lifestyle leads a susceptible individual to become a diabetic. On the one hand, social interaction wields a great deal of influence over lifestyle. On the other hand, genetic factors are the main cause of the birth diabetes genetic disorder. Considering these above mentioned factors. In the present paper, we study a discrete age continuous mathematical model that describes the dynamics of diabetics. We highlight the negative impact of socio-environmental on diabetic patients according to age groups. We also suggest an optimal strategy to implement the best campaigns of rising awareness that aims at protecting diabetic patients from the negative impact of a lifestyle that leads them to complications. In addition to psychological treatment and follow-up of diabetic patients with complications, an awareness campaign will also be carried out for people with potential diabetes that aims at educating them about the dangerous of diabetes and its complications. Pontryagin’s maximum principle is used to characterize the optimal controls and the optimality system is solved by an iterative method. The numerical simulation is carried out using MATLAB. Springer Berlin Heidelberg 2021-01-11 2021 /pmc/articles/PMC7798379/ /pubmed/33456430 http://dx.doi.org/10.1007/s12190-020-01474-w Text en © Korean Society for Informatics and Computational Applied Mathematics 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Kouidere, Abdelfatah Khajji, Bouchaib Balatif, Omar Rachik, Mostafa A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control |
title | A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control |
title_full | A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control |
title_fullStr | A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control |
title_full_unstemmed | A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control |
title_short | A multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control |
title_sort | multi-age mathematical modeling of the dynamics of population diabetics with effect of lifestyle using optimal control |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798379/ https://www.ncbi.nlm.nih.gov/pubmed/33456430 http://dx.doi.org/10.1007/s12190-020-01474-w |
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