ZHANG Wen-bo, ZHAO Hai, SUN Pei-gang, et al. Research on Internet Topology Evolution and the Fractal of Average Degree of Nodes[J]. Acta Electronica Sinica, 2006, 34(8): 1438-1445.
DOI:
ZHANG Wen-bo, ZHAO Hai, SUN Pei-gang, et al. Research on Internet Topology Evolution and the Fractal of Average Degree of Nodes[J]. Acta Electronica Sinica, 2006, 34(8): 1438-1445.DOI:
Research on Internet Topology Evolution and the Fractal of Average Degree of Nodes
In view of the complex network character of Internet
the computing result of the relation of Internet standard entropy with time shows that Internet evolves from low level order to high level one.Furthermore
the order parameter was also obtained by computing according to the synergetics theory.However
the time series data of average nodes degree were reconstructed in phase space.The fractal dimension
maximum Lyapunov parameter and Kolmologorov entropy were also computed.The predictable time scale of the serial data was get from the above computation.Finally
in means of the analytical results
the time series data were preprocessed
and the average nodes degree of Internet in near months was predicated by means of chaos predicting.