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Exact Solutions of a Generalized Weighted Scale Free Network

机译:广义加权无标度网络的精确解

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We investigate a class of generalized weighted scale-free networks, where the new vertex connects tompairs of vertices selected preferentially. The key contribution of this paper is that, from the standpoint of random processes, we provide rigorous analytic solutions for the steady state distributions, including the vertex degree distribution, the vertex strength distribution and the edge weight distribution. Numerical simulations indicate that this network model yields three power law distributions for the vertex degrees, vertex strengths and edge weights, respectively.
机译:我们研究了一类广义加权无标度网络,其中新顶点连接优先选择的顶点对。本文的主要贡献在于,从随机过程的角度出发,我们为稳态分布提供了严格的解析解,包括顶点度分布,顶点强度分布和边缘权重分布。数值模拟表明,该网络模型分别针对顶点度,顶点强度和边缘权重产生三种幂律分布。

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