Dynamical analysis and design of computational methods for nonlinear stochastic leprosy epidemic model

被引:10
|
作者
Raza, Ali [1 ]
Awrejcewicz, Jan [2 ]
Rafiq, Muhammad [3 ]
Ahmed, Nauman [4 ]
Ehsan, Muhammad Sarwar [5 ]
Mohsin, Muhammad [6 ]
机构
[1] Govt Maulana Zafar Ali Khan Grad Coll Wazirabad, Punjab Higher Educ Dept PHED, Dept Math, Lahore 52000, Pakistan
[2] Lodz Univ Technol, Dept Automat Biomech & Mechatron, 1-15 Stefanowskiego St, PL-90924 Lodz, Poland
[3] Univ Cent Punjab, Fac Sci, Dept Math, Lahore, Pakistan
[4] Univ Lahore, Dept Math & Stat, Lahore, Pakistan
[5] Univ Cent Punjab Lahore, Fac Engn, Lahore, Pakistan
[6] Tech Univ Chemnitz, Dept Math, Chemnitz, Germany
关键词
Leprosy disease; Stochastic model; Computational methods; Stability analysis; CONSTRUCTION;
D O I
10.1016/j.aej.2022.01.035
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article presents the dynamical analysis of the stochastic leprosy epidemic model. Positivity and boundedness are the criteria used in the deterministic model. A primary technique is known as the Euler Maruyama used in the solution of the said model. The standard computational methods will evaluate the design stability and efficiency based on the chosen criteria. The traditional computational methods like the stochastic Euler and the stochastic Runge Kutta fail to restore the essential features of biological problems. However, our proposed approach, the stochastic non-standard finite difference (NSFD), is used and found to be efficient, cost-effective, and accommodates all the desired feasible properties. Our method achieves all-time convergence against the backdrop of other classical techniques that perform conditionally or fail over a long period. In the end, a comparison between this scheme and the existing ones reviews the novelty of our approach.(c) 2022 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Alexandria University This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/ licenses/by-nc-nd/4.0/).
引用
收藏
页码:8097 / 8111
页数:15
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