Deterministic modeling of dysentery diarrhea epidemic under fractional Caputo differential operator via real statistical analysis

被引:24
作者
Berhe, Hailay Weldegiorgis [1 ]
Qureshi, Sania [2 ]
Shaikh, Asif Ali [2 ]
机构
[1] Mekelle Univ, Dept Math, Mekelle, Ethiopia
[2] Mehran Univ Engn & Technol, Dept Basic Sci & Related Studies, Jamshoro 76062, Pakistan
关键词
Existence; Uniqueness; Non-Markovian; Epidemiology; Numerical scheme; CONVERGENCE; PATHOGENS; EQUATIONS; DYNAMICS;
D O I
10.1016/j.chaos.2019.109536
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Non-Markovian characteristics, possessing memory effects and hereditary properties, play a vital role when it comes to the transmission dynamics of a disease or an epidemic within human society over the course of time. As a result, non-local operators from the field of fractional calculus are the most suitable choices to comprehend dynamics of the disease transmission. This research study is related with formulation of dysentery diarrhea dynamical nonlinear autonomous model via fractional Caputo differential operator with order tau is an element of (0, 1). Using fixed point theory, its solutions are determined to have properties satisfying existence and uniqueness conditions under the Caputo operator. In addition, the non-negative hyperoctant R-+(4) is positively invariant region of the proposed fractional dysentery diarrhea model. Biological parameters of the classical and the Caputo fractional model are estimated under nonlinear parameter estimation technique and the optimized value of the fractional order parameter tau in the Caputo dysentery diarrhea model is computed to be 9.995e-01. The sensitivity of the basic reproduction number R-0 is thoroughly investigated for the most and the least sensitive parameter. Numerical simulations are found to be in good agreement with real statistical data and the theoretical predictions about the disease. (C) 2019 Elsevier Ltd. All rights reserved.
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页数:13
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