Numerical Approach for Solving a Fractional-Order Norovirus Epidemic Model with Vaccination and Asymptomatic Carriers

被引:6
|
作者
Raezah, Aeshah A. [1 ]
Zarin, Rahat [2 ]
Raizah, Zehba [1 ]
机构
[1] King Khalid Univ, Fac Sci, Dept Math, Abha 62529, Saudi Arabia
[2] King Mongkuts Univ Technol Thonburi KMUTT, Fac Sci, Dept Math, 126 Pracha Uthit Rd, Bangkok 10140, Thailand
来源
SYMMETRY-BASEL | 2023年 / 15卷 / 06期
关键词
Mittag-Leffler kernel; fractional norovirus epidemic model; ABC-fractional derivative; iterative solution; numerical scheme; DIFFERENTIAL-EQUATIONS; DECOMPOSITION METHOD; SYSTEM; DIFFUSION;
D O I
10.3390/sym15061208
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper explored the impact of population symmetry on the spread and control of a norovirus epidemic. The study proposed a mathematical model for the norovirus epidemic that takes into account asymptomatic infected individuals and vaccination effects using a non-singular fractional operator of Atanganaa-Baleanu Caputo (ABC). Fixed point theory, specifically Schauder and Banach's fixed point theory, was used to investigate the existence and uniqueness of solutions for the proposed model. The study employed MATLAB software to generate simulation results and demonstrate the effectiveness of the fractional order q. A general numerical algorithm based on Adams-Bashforth and Newton's Polynomial method was developed to approximate the solution. Furthermore, the stability of the proposed model was analyzed using Ulam-Hyers stability techniques. The basic reproductive number was calculated with the help of next-generation matrix techniques. The sensitivity analysis of the model parameters was performed to test which parameter is the most sensitive for the epidemic. The values of the parameters were estimated with the help of least square curve fitting tools. The results of the study provide valuable insights into the behavior of the proposed model and demonstrate the potential applications of fractional calculus in solving complex problems related to disease transmission.
引用
收藏
页数:26
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