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Study of fractional order dynamics of nonlinear mathematical model

Kamal Shah, Amjad Ali, Salman Zeb, Aziz Khan, Manar A. Alqudah, Thabet Abdeljawad

2022Alexandria Engineering Journal56 citationsDOIOpen Access PDF

Abstract

This manuscript is devoted to establishing some theoretical and numerical results for a nonlinear dynamical system under Caputo fractional order derivative. Further, the said system addresses an infectious disease like COVID-19. The proposed system involves natural death rates of susceptible, infected and recovered classes respectively. By using nonlinear analysis feasible region and boundedness have been established first in this study. Global and Local stability analysis along with basic reproduction number have also addressed by using the next generation matrix method. Upon using the fixed point approach, existence and uniqueness of the approximate solution for the mentioned problem has also investigated. Some stability results of Hyers-Ulam (H-U) type have also discussed. Further for numerical treatment, we have exercised two numerical schemes including modified Euler method (MEM) and nonstandard finite difference (NSFD) method. Further the two numerical schemes have also compared with respect to CPU time. Graphical presentations have been displayed corresponding to different fractional order by using some real data.

Topics & Concepts

Nonlinear systemUniquenessMathematicsApplied mathematicsStability (learning theory)Fractional calculusNumerical analysisEquilibrium pointOrder (exchange)Mathematical analysisComputer scienceDifferential equationFinanceQuantum mechanicsMachine learningEconomicsPhysicsFractional Differential Equations SolutionsMathematical and Theoretical Epidemiology and Ecology ModelsNonlinear Differential Equations Analysis
Study of fractional order dynamics of nonlinear mathematical model | Litcius