Mathematical modeling of diabetes and its restrain

被引:2
作者
Anusha, S. [1 ]
Athithan, S. [1 ]
机构
[1] SRM Inst Sci & Technol, Coll Engn & Technol, Dept Math, Kattankulathur 603203, Tamil Nadu, India
来源
INTERNATIONAL JOURNAL OF MODERN PHYSICS C | 2021年 / 32卷 / 09期
关键词
Mathematical model; diabetes/diabetics; treatment reproduction number; global stability; ARTIFICIAL NEURAL-NETWORK; MELLITUS; RISK; DIAGNOSIS; INSIGHTS;
D O I
10.1142/S012918312150114X
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we have developed a mathematical model of diabetes (type-2 diabetes) in a deterministic approach. We have described our model in the population dynamics with four compartments. Namely, Susceptible, Imbalance Glucose Level (IGL), Treatment and Restrain population. Our model exhibits two nonnegative equilibrium points namely Disease Free Equilibrium (DFE) and Endemic Equilibrium (EE). The expression for the Treatment reproduction number RT is computed. We have proved that the equilibrium points of the model are locally and globally asymptotically stable under some conditions. Numerical simulation is performed to verify our analytical findings such as stability of DFE and EE. The simulations show better results based on the required conditions. We tried to fit our model with the data given by the International Diabetes Federation (IDF) [D. Atlas, IDF Diabetes Atlas, 8th edn. (International Diabetes Federation, Brussels, Belgium, 2017)] and it suits well with the data. It has been found that our model shows the decrease in diabetes-affected population compared with the data given by the IDF [D. Atlas, IDF Diabetes Atlas, 8th edn. (International Diabetes Federation, Brussels, Belgium, 2017)].
引用
收藏
页数:25
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