MODELING AND ANALYSIS OF NOVEL COVID-19 UNDER FRACTAL-FRACTIONAL DERIVATIVE WITH CASE STUDY OF MALAYSIA

被引:33
作者
Ali, Zeeshan [1 ]
Rabiei, Faranak [1 ]
Shah, Kamal [2 ]
Khodadadi, Touraj [3 ]
机构
[1] Monash Univ Malaysia, Sch Engn, Subang Jaya 47500, Selangor, Malaysia
[2] Univ Malakand, Dept Math, Chakdara 18000, Khyber Pakhtunk, Pakistan
[3] Malaysia Univ Sci & Technol, Sch Sci & Engn, Dept Informat Technol, Subang Jaya 47810, Selangor, Malaysia
关键词
COVID-19; Model; Fractal-Fractional Derivative; Ulam-Hyers Stability; Fractional Calculus; Fractional Adams-Bashforth (AB) Method; Numerical Results; NUMERICAL-SIMULATION; STABILITY;
D O I
10.1142/S0218348X21500201
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, new model on novel coronavirus disease (COVID-19) with four compartments including susceptible, exposed, infected, and recovered class with fractal-fractional derivative is proposed. Here, Banach and Leray-Schauder alternative type theorems are used to establish some appropriate conditions for the existence and uniqueness of the solution. Also, stability is needed in respect of the numerical solution. Therefore, Ulam-Hyers stability using nonlinear functional analysis is used for the proposed model. Moreover, the numerical simulation using the technique of fundamental theorem of fractional calculus and the two-step Lagrange polynomial known as fractional Adams-Bashforth (AB) method is proposed. The obtained results are tested on real data of COVID-19 outbreak in Malaysia from 25 January till 10 May 2020. The numerical simulation of the proposed model has performed in terms of graphs for different fractional-order q and fractal dimensions p via number of considered days of disease spread in Malaysia. Since COVID-19 transmits rapidly, perhaps, the clear understanding of transmission dynamics of COVID-19 is important for countries to implement suitable strategies and restrictions such as Movement Control Order (MCO) by the Malaysian government, against the disease spread. The simulated results of the presented model demonstrate that movement control order has a great impact on the transmission dynamics of disease outbreak in Malaysia. It can be concluded that by adopting precautionary measures as restrictions on individual movement the transmission of the disease in society is reduced. In addition, for such type of dynamical study, fractal-fractional calculus tools may be used as powerful tools to understand and predict the global dynamics of the mentioned disease in other countries as well.
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页数:14
相关论文
共 58 条
[1]   Fractional operators with generalized Mittag-Leffler kernels and their iterated differintegrals [J].
Abdeljawad, Thabet .
CHAOS, 2019, 29 (02)
[2]   A Lyapunov type inequality for fractional operators with nonsingular Mittag-Leffler kernel [J].
Abdeljawad, Thabet .
JOURNAL OF INEQUALITIES AND APPLICATIONS, 2017,
[3]   On a comprehensive model of the novel coronavirus (COVID-19) under Mittag-Leffler derivative [J].
Abdo, Mohammed S. ;
Shah, Kamal ;
Wahash, Hanan A. ;
Panchal, Satish K. .
CHAOS SOLITONS & FRACTALS, 2020, 135
[4]   Fractional economic models based on market equilibrium in the frame of different type kernelsn [J].
Acay, Bahar ;
Bas, Erdal ;
Abdeljawad, Thabet .
CHAOS SOLITONS & FRACTALS, 2020, 130
[5]  
Ahmed E., ARXIV10041354
[6]   MATHEMATICAL ANALYSIS OF COUPLED SYSTEMS WITH FRACTIONAL ORDER BOUNDARY CONDITIONS [J].
Ali, Zeeshan ;
Shah, Kamal ;
Zada, Akbar ;
Kumam, Poom .
FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2020, 28 (08)
[7]   Ulam stability to a toppled systems of nonlinear implicit fractional order boundary value problem [J].
Ali, Zeeshan ;
Zada, Akbar ;
Shah, Kamal .
BOUNDARY VALUE PROBLEMS, 2018,
[8]  
Alkahtani BST, 2020, CHAOS SOLITON FRACT, V138, DOI [10.1016/j.chaos.2020.110006, 10.1016/j.chaos.2020.11006]
[9]   Modeling the dynamics of Hepatitis E with optimal control [J].
Alzahrani, E. O. ;
Khan, M. A. .
CHAOS SOLITONS & FRACTALS, 2018, 116 :287-301
[10]  
[Anonymous], 2008, LECT NOTES MATH EPID