Complex Dynamics and Fractional-Order Optimal Control of an Epidemic Model with Saturated Treatment and Incidence

被引:7
|
作者
Majee, Suvankar [1 ]
Kar, T. K. [1 ]
Jana, Soovoojeet [2 ]
Das, Dhiraj Kumar [3 ]
Nieto, J. J. [4 ]
机构
[1] Indian Inst Engn Sci & Technol, Dept Math, Howrah 711103, West Bengal, India
[2] Ramsaday Coll, Dept Math, Howrah 711401, West Bengal, India
[3] Indian Inst Technol, Dept Math & Stat, Kanpur 208016, Uttar Pradesh, India
[4] Univ Santiago Compostela, Dept Estatıst Analise Matemat & Optimizac, CITMAga, Santiago De Compostela 15782, Spain
来源
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS | 2023年 / 33卷 / 16期
关键词
SIR epidemic model; global stability; fractional-order optimal control; backward bifurcation; sensitivity analysis; partial rank correlation coefficient; SENSITIVITY-ANALYSIS; HOPF-BIFURCATION; GLOBAL DYNAMICS; TUBERCULOSIS; COVID-19; SPREAD;
D O I
10.1142/S0218127423501924
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this study, we have developed a novel SIR epidemic model by incorporating fractional-order differential equations and utilizing saturated-type functions to describe both disease incidence and treatment. The intricate dynamical characteristics of the proposed model, encompassing the determination of the conditions for the existence of all possible feasible equilibria with their local and global stability criteria, are investigated thoroughly. The model undergoes backward bifurcation with respect to the parameter representing the side effects due to treatment. This phenomenon emphasizes the critical role of treatment control parameters in shaping epidemic outcomes. In addition, to understand the optimal role of the treatment in mitigating the disease prevalence and minimizing the associated cost, we investigated a fractional-order optimal control problem. To further visualize the analytical results, we have conducted simulation works considering feasible parameter values for the model. Finally, we have employed local and global sensitivity analysis techniques to identify the factors that have the greatest potential to reduce the impact of the disease.
引用
收藏
页数:27
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