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权重演化的加权网络

A Weight-evolving Network
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摘要 无标度加权网络的模型构建已经引起了越来越多的关注。提出了一种权重依时间增长的加权网络模型,其中每个时间间隔的权重增长量是个随机变量。利用主方程方法,可以证实当时间t→∞时,该网络有稳定权重分布p(w)。通过两个计算实例,发现p(w)~w-γ,其中幂律指数γ>2。 ModeLing of scale-free weighted network has caught much more attention. In this paper, we propose a model of weighted networks in which weights of edges evolve with time and the incremental amount at interval time is drawn from certain distribution With master-equation approach it can be testified that when t→∞ ,there is a stationary distribution of weights p(w). Then in two instances, we find p(w)-w-γ, where power-law tail γ〉2.
出处 《龙岩学院学报》 2009年第5期13-15,25,共4页 Journal of Longyan University
基金 福建省科技厅K类基金资助项目(2006F15035)
关键词 加权网络 幂律尾部 概率密度 权重增长 主方程方法 weighted networks power-law tail probability density weight evolving master equation approach
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参考文献13

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