一类加权无标度网络的精确解
EXACT SOLUTIONS OF A GENERALIZED WEIGHTED SCALE FREENETWORK
本文研究了一类加权无标度网络,网络演化时新节点的加入与m对节点相关。文章从随机过程角度,对网络的稳定分布包括节点度分布,节点强度分布和边权分布给出了严格分析。并利用数值模拟证明了网络服从幂率形式的节点度分布和强度分布以及边权分布。
In this paper, we investigate a class of generalized weightedscale-free networks, where the new vertex connects to $m$ pairs ofvertices selected preferentially. The key contribution of this paperis that, from the standpoint of random processes, we providerigorous analytic solutions for the steady state distributions,including the vertex degree distribution, the vertex strengthdistribution and the edge weight distribution, and we also discussthe clustering coefficient of the model. Numerical simulationsindicate that this network model yields three power lawdistributions for the vertex degrees, vertex strengths and edgeweights, respectively.
谭利
物理学
复杂网络加权网络无标度度分布
complex networksweighted networksscale-freedegree distribution
谭利.一类加权无标度网络的精确解[EB/OL].(2013-03-07)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/201303-272.点此复制
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