Analyses of Complex Networks Based on the Random Walk Model

作者:Jing Wei, Deng; Kai Ying, Deng; Ying Xing, Li
来源:Applied Mechanics and Materials, 2014, 610: 850-853.
DOI:10.4028/www.scientific.net/amm.610.850

摘要

<jats:p>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.</jats:p>

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