KOPS - The Institutional Repository of the University of Konstanz

Mathematical modeling of the Coronavirus (Covid-19) transmission dynamics using classical and fractional derivatives

Mathematical modeling of the Coronavirus (Covid-19) transmission dynamics using classical and fractional derivatives

Cite This

Files in this item

Checksum: MD5:18642b38ee4c2c178a3e077be3f9edc3

ABBOUBAKAR, Hamadjam, Reinhard RACKE, 2022. Mathematical modeling of the Coronavirus (Covid-19) transmission dynamics using classical and fractional derivatives

@techreport{Abboubakar2022Mathe-59047, series={Konstanzer Schriften in Mathematik}, title={Mathematical modeling of the Coronavirus (Covid-19) transmission dynamics using classical and fractional derivatives}, year={2022}, number={407}, author={Abboubakar, Hamadjam and Racke, Reinhard} }

Racke, Reinhard terms-of-use eng The goal of this work is the formulation and analysis of a Covid-19 transmission dynamics model which takes into account two doses of the vaccination process, confinement, and treatment with limited resources, using both integer and fractional derivatives in the Caputo sense. After the model formulation with classical derivative, we start by establishing the positivity, boundedness, existence, and uniqueness of solutions. Then, we compute the control reproduction number Rc and perform the local and global asymptotic stability of the disease-free equilibrium whenever R_c < 1. We also prove the existence of at least one endemic equilibrium point whenever R_c > 1. Using real data from Germany, we calibrate our models by performing parameter estimations. We find that the control reproduction number is approximately equal to 1.90, which shows that we are in an endemic state. We also perform global sensitivity analysis by computing partial rank correlation (PRCC) coefficients between R_c (respectively infected states) and each model parameter. After that, we formulate the corresponding fractional model in the Caputo sense, proving positivity, boundedness, existence, and uniqueness of solutions. We also compute the control reproduction number of the fractional model, which depends on the fractional order ϕ. We prove the local and global asymptotic stability of the disease-free equilibrium whenever the control reproduction number is less than one, as well as the existence of an endemic equilibrium point whenever the control reproduction number is greater than one. To validate our theoretical analysis of both models, and compare the two types of derivatives, we perform several numerical simulations. We find that for long-term forecasting, the fractional model, with a fractional order ϕ ≤ 0.87 is better than the model with integer derivative. Abboubakar, Hamadjam 2022-11-07T10:10:31Z Abboubakar, Hamadjam 2022 Mathematical modeling of the Coronavirus (Covid-19) transmission dynamics using classical and fractional derivatives Racke, Reinhard 2022-11-07T10:10:31Z

Downloads since Nov 7, 2022 (Information about access statistics)

Hamadjam_2-128ngycit58bu5.pdf 157

This item appears in the following Collection(s)

Search KOPS


Browse

My Account