A fractional model for the dynamics of TB virus

被引:147
作者
Ullah, Saif [1 ]
Khan, Muhammad Altaf [2 ]
Farooq, Muhammad [1 ]
机构
[1] Univ Peshawar, Dept Math, Peshawar, Khyber Pakhtunk, Pakistan
[2] City Univ Sci & Informat Technol, Dept Math, Peshawar, Khyber Pakhtunk, Pakistan
关键词
Tuberculosis model (TB); Lyapunov function; Caputo derivative; Generalized mean value theorem; Numerical results; TUBERCULOSIS TRANSMISSION; MATHEMATICAL-MODEL;
D O I
10.1016/j.chaos.2018.09.001
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, we present a nonlinear fractional order model in the Caputo sense to explore and simulate the TB dynamics. Using the TB confirmed notified cases from the year 2002 to 2017 in Khyber Pakhtunkhwa, Pakistan, we estimate the model parameters and demonstrate that the proposed fractional model provides a good fit to the real data. Initially, we compute the basic reproduction number and the model equilibria. Then, the existence and uniqueness of the model are shown via generalized mean value theorem. Further, we explore the local and global stability of the disease free equilibria in fractional environment. Finally, numerical results are obtained in order to validate the importance of the arbitrary order derivative and theoretical results. We conclude that the fractional epidemic model is more generalized than the classical model, which give more information about the disease dynamics and give a good agreement to the real data of TB infection. (c) 2018Elsevier Ltd. All rights reserved.
引用
收藏
页码:63 / 71
页数:9
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