Mathematical Model for Transmission Dynamics of Novel COVID-۱۹ with Sensitivity Analysis

سال انتشار: 1402
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 139

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شناسه ملی سند علمی:

JR_IJNAA-14-1_187

تاریخ نمایه سازی: 5 شهریور 1402

چکیده مقاله:

In this paper, a deterministic compartmental model of COVID-۱۹ was formulated to describe the transmission dynamics of the disease. The theory of the stability of differential equations is used to study the qualitative behavior of the system. The basic reproduction number representing the epidemic indicator is obtained using the next generation matrix. The local and global stability of the disease-free equilibrium and the endemic equilibrium point of the model equation was established. The results show that if the basic reproduction number is less than one, then the solution converges to a disease-free equilibrium state and the disease-free equilibrium is asymptotically stable. The endemic states are considered to exist when the basic reproduction number for each disease is greater than one. Numerical simulation carried out on the model revealed that an increase in level of transmission levels in individuals has an effect on reducing the prevalence of COVID۱۹ and COVID۱۹ disease. In addition, a sensitivity analysis of the model equation was performed on the key parameters to find out their relative significance and potential impact on the transmission dynamics of COVID-۱۹.

نویسندگان

Eshetu Gurmu

Department of Mathematics, Wollega University, Nekemte, Ethiopia

Solomon Motuma

Department of Mathematics, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia

Alemu Wedajo

Department of Mathematics, Wollega University, Nekemte, Ethiopia