Litcius/Paper detail

The effect of the Caputo fractional difference operator on a new discrete COVID-19 model

Abderrahmane Abbes, Adel Ouannas, Nabil Shawagfeh, Giuseppe Grassi

2022Results in Physics42 citationsDOIOpen Access PDF

Abstract

This study aims to generalize the discrete integer-order SEIR model to obtain the novel discrete fractional-order SEIR model of COVID-19 and study its dynamic characteristics. Here, we determine the equilibrium points of the model and discuss the stability analysis of these points in detail. Then, the non-linear dynamic behaviors of the suggested discrete fractional model for commensurate and incommensurate fractional orders are investigated through several numerical techniques, including maximum Lyapunov exponents, phase attractors, bifurcation diagrams and C0 algorithm. Finally, we fitted the model with actual data to verify the accuracy of our mathematical study of the stability of the fractional discrete COVID-19 model.

Topics & Concepts

MathematicsApplied mathematicsStability (learning theory)AttractorBifurcationFractional calculusInteger (computer science)Discrete time and continuous timeLyapunov exponentCoronavirus disease 2019 (COVID-19)Mathematical analysisComputer scienceNonlinear systemPhysicsStatisticsProgramming languageMachine learningMedicineQuantum mechanicsPathologyDiseaseInfectious disease (medical specialty)Fractional Differential Equations SolutionsMathematical and Theoretical Epidemiology and Ecology ModelsCOVID-19 epidemiological studies