In this paper, the main biological aspects of infectious diseases and their mathematical translation for modeling their transmission dynamics are revised. In particular, some heterogeneity factors which could influence the fitting of the model to reality are pointed out. Mathematical tools and methods needed to qualitatively analyze deterministic continuous-time models, formulated by ordinary differential equations, are also introduced, while its discrete-time counterparts are properly referenced. In addition, some simulation techniques to validate a mathematical model and to estimate the model parameters are shown. Finally, we present some control strategies usually considered to prevent epidemic outbreaks and their implementation in the model.

Dynamics of infectious diseases: A review of the main biological aspects and their mathematical translation

Venturino, Ezio
2021-01-01

Abstract

In this paper, the main biological aspects of infectious diseases and their mathematical translation for modeling their transmission dynamics are revised. In particular, some heterogeneity factors which could influence the fitting of the model to reality are pointed out. Mathematical tools and methods needed to qualitatively analyze deterministic continuous-time models, formulated by ordinary differential equations, are also introduced, while its discrete-time counterparts are properly referenced. In addition, some simulation techniques to validate a mathematical model and to estimate the model parameters are shown. Finally, we present some control strategies usually considered to prevent epidemic outbreaks and their implementation in the model.
2021
0
0
1
26
https://sciendo.com/article/10.2478/amns.2021.1.00012
Epidemiology; Dynamical systems in biology; Fixed points and periodic points of dynamical systems; Stability of solutions; Bifurcations; Lyapunov global stability and functions; Parameters estimation; Simulation; Disease control
Trejos, Deccy Y.; Valverde, Jose C.; Venturino, Ezio
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1831244
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