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幂律指数在1与3之间的一类无标度网络
引用本文:郭进利,汪丽娜.幂律指数在1与3之间的一类无标度网络[J].物理学报,2007,56(10):5635-5639.
作者姓名:郭进利  汪丽娜
作者单位:1. 上海理工大学管理学院,上海,200093
2. 上海理工大学管理学院,上海,200093;内蒙古工业大学理学院,呼和浩特,010051
摘    要:借助排队系统中顾客批量到达的概念,提出节点批量到达的Poisson网络模型.节点按照到达率为λ的Poisson过程批量到达系统.模型1,批量按照到达批次的幂律非线性增长,其幂律指数为θ(0≤θ<+∞).BA模型是在θ=0时的特例.利用Poisson过程理论和连续化方法进行分析,发现这个网络稳态平均度分布是幂律分布,而且幂律指数在1和3之间.模型2,批量按照节点到达批次的对数非线性增长,得出当批量增长较缓慢时,稳态度分布幂律指数为3.因此,节点批量到达的Poisson网络模型不仅是BA模型的推广,也为许多幂律指数在1和2之间的现实网络提供了理论依据.

关 键 词:复杂网络  度分布  无标度
收稿时间:2006-12-29
修稿时间:2006-12-29

Scale-free networks with the power-law exponent between 1 and 3
Guo Jin-Li,Wang Li-Na.Scale-free networks with the power-law exponent between 1 and 3[J].Acta Physica Sinica,2007,56(10):5635-5639.
Authors:Guo Jin-Li  Wang Li-Na
Institution:1. Business School, University of Shanghai for Scienee and Technology, Shanghai 200093 , China ;2.College of Scienees, Inner Mongolian University of Technology, Hohhot 010051, China
Abstract:Basing on the batch arrival concept in the queue theory, this paper proposes a Poisson network model with node batch arrival. The Nodes arrive the system as a Poisson process with rate λ. In the first model, the batch is a power function of the batch number with exponent θ(0≤θ<+∞). Using Poisson process theory and continuum approach, we found that the stationary mean degree distribution of this model is a power-law distribution, and its power-law exponent is between 1 and 3. In the second model, the batch is a log function of the batch number and we obtained that the power-law exponent of stationary mean degree distribution is 3 when the batch rises more slowly. So our model is not only the extension of the BA model, but also a theoretical foundation of many real networks of which the power-law exponent is between 1 and 2.
Keywords:complex network  degree distribution  scale-free
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