Dynamics of infectious diseases: A review of the main biological aspects and their mathematical translation
| Autor: | Jose C. Valverde, Ezio Venturino, Deccy Y. Trejos |
|---|---|
| Rok vydání: | 2022 |
| Předmět: |
Cognitive science
Stability of solutions General Computer Science Computer science Epidemiology Applied Mathematics Translation (biology) Dynamical systems in biology Bifurcations Lyapunov global stability and functions Dynamics (music) Fixed points and periodic points of dynamical systems Disease control Modeling and Simulation Dynamical systems in Biology Parameters estimation Simulation Engineering (miscellaneous) |
| Zdroj: | RUIdeRA. Repositorio Institucional de la UCLM Consejo Superior de Investigaciones Científicas (CSIC) |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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