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Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory

Animosity towards mathematics is a very common worldwide problem and it is usually caused by wrong information, low participation, low challenge tolerance, falling further behind, being unemployed, and avoiding the advanced math classes needed for success in many careers. In this study, we have cons...

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Autores principales: Teklu, Shewafera Wondimagegnhu, Terefe, Birhanu Baye
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270411/
https://www.ncbi.nlm.nih.gov/pubmed/35803995
http://dx.doi.org/10.1038/s41598-022-15376-3
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author Teklu, Shewafera Wondimagegnhu
Terefe, Birhanu Baye
author_facet Teklu, Shewafera Wondimagegnhu
Terefe, Birhanu Baye
author_sort Teklu, Shewafera Wondimagegnhu
collection PubMed
description Animosity towards mathematics is a very common worldwide problem and it is usually caused by wrong information, low participation, low challenge tolerance, falling further behind, being unemployed, and avoiding the advanced math classes needed for success in many careers. In this study, we have considered and formulated the new SEATS compartmental mathematical model with optimal control theory to analyze the dynamics of university students’ animosity towards mathematics. We applied the next-generation matrix, Ruth-Hurwitz criteria, Lyapunov function, and Volterra-Lyapunov stable matrices to show local and global stability of equilibrium points of the model respectively. The study demonstrated that the animosity-free equilibrium point is both locally and globally asymptotically stable whenever the model basic reproduction number is less than unity, whereas the animosity-dominance equilibrium point is both locally and globally asymptotically stable when the model basic reproduction number is greater than unity. Finally, we applied numerical ode45 solvers using the Runge–Kutta method and we have carried out numerical simulations and shown that applying both prevention and treatment controls is the best strategy to minimize and possibly eradicate the animosity-infection in the community under consideration.
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spelling pubmed-92704112022-07-10 Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory Teklu, Shewafera Wondimagegnhu Terefe, Birhanu Baye Sci Rep Article Animosity towards mathematics is a very common worldwide problem and it is usually caused by wrong information, low participation, low challenge tolerance, falling further behind, being unemployed, and avoiding the advanced math classes needed for success in many careers. In this study, we have considered and formulated the new SEATS compartmental mathematical model with optimal control theory to analyze the dynamics of university students’ animosity towards mathematics. We applied the next-generation matrix, Ruth-Hurwitz criteria, Lyapunov function, and Volterra-Lyapunov stable matrices to show local and global stability of equilibrium points of the model respectively. The study demonstrated that the animosity-free equilibrium point is both locally and globally asymptotically stable whenever the model basic reproduction number is less than unity, whereas the animosity-dominance equilibrium point is both locally and globally asymptotically stable when the model basic reproduction number is greater than unity. Finally, we applied numerical ode45 solvers using the Runge–Kutta method and we have carried out numerical simulations and shown that applying both prevention and treatment controls is the best strategy to minimize and possibly eradicate the animosity-infection in the community under consideration. Nature Publishing Group UK 2022-07-08 /pmc/articles/PMC9270411/ /pubmed/35803995 http://dx.doi.org/10.1038/s41598-022-15376-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Teklu, Shewafera Wondimagegnhu
Terefe, Birhanu Baye
Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory
title Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory
title_full Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory
title_fullStr Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory
title_full_unstemmed Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory
title_short Mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory
title_sort mathematical modeling analysis on the dynamics of university students animosity towards mathematics with optimal control theory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270411/
https://www.ncbi.nlm.nih.gov/pubmed/35803995
http://dx.doi.org/10.1038/s41598-022-15376-3
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