Modeling complex network epidemics using nodes' roles

2nd International Conference on Mathematical Modeling in Physical Sciences 2013

物理学;数学

Vlachos, D.S.^1 ; Parousis-Orthodoxou, K.J.^1

Department of Computer Science and Technology, Faculty of Sciences and Technology, University of Peloponnese, GR-221 00 Tripolis, Greece^1

关键词: Characteristic equation;    Degree correlation;    Dynamical process;    Epidemic spreading;    Model complexes;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/490/1/012026/pdf
DOI  :  10.1088/1742-6596/490/1/012026

来源: IOP

【 摘 要 】

In this work we investigate the usefulness of node roles of complex systems in dynamical processes. More specifically, we use the characteristic equations of an SIS epidemic spreading in order to simulate an actual epidemic spreading. The equations that are used, encapsulate the degree correlations in comparison to the role distribution and the results are compared with an actual epidemic release simulation.