Analyses of Complex Networks Based on the Random Walk Model

Jing Wei Deng; Kai Ying Deng; Ying Xing Li

doi:10.4028/www.scientific.net/AMM.610.850

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 610Analyses of Complex Networks Based on the Random...

Analyses of Complex Networks Based on the Random Walk Model

Abstract:

In this letter, we derive the analytical expressions of the degree distributions for a kind of networks model random initializing attractiveness and preferential linking, which analyzed degree evolution by using the master equation approach. We also discuss the theoretical justification of the scale-free behavior about the proposed model. The influencing range of initialization to the degree distribution only related to initialization’s expectation under the global meaning. Finally, a series of theoretical analysis and numerical simulations to the scale-free network model are conducted in this letter. The results of computer simulation is presented to the theoretical analysis.

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Periodical:

Applied Mechanics and Materials (Volume 610)

Pages:

850-853

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.610.850

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Online since:

August 2014

Authors:

Jing Wei Deng, Kai Ying Deng*, Ying Xing Li

Keywords:

BA Model, Degree Distribution, Random Walk

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