Power laws and fragility in flow networks

被引:3
|
作者
Shore, Jesse [1 ]
Chu, Catherine J. [2 ,3 ]
Bianchi, Matt T. [2 ,3 ]
机构
[1] Boston Univ, Sch Management, Dept Informat Syst, Boston, MA 02215 USA
[2] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[3] Harvard Univ, Sch Med, Boston, MA USA
关键词
Network dynamics; Power law; Degree distribution; Flow networks; Network collapse; Resource networks; Network evolution; SCALE-FREE NETWORKS; CENTRALITY; DISTRIBUTIONS; CONGESTION; EMERGENCE;
D O I
10.1016/j.socnet.2013.01.005
中图分类号
Q98 [人类学];
学科分类号
030303 ;
摘要
What makes economic and ecological networks so unlike other highly skewed networks in their tendency toward turbulence and collapse? Here, we explore the consequences of a defining feature of these networks: their nodes are tied together by flow. We show that flow networks tend to the power law degree distribution (PLDD) due to a self-reinforcing process involving position within the global network structure, and thus present the first random graph model for PLDDs that does not depend on a rich-get-richer function of nodal degree. We also show that in contrast to non-flow networks, PLDD flow networks are dramatically more vulnerable to catastrophic failure than non-PLDD flow networks, a finding with potential explanatory power in our age of resource- and financial-interdependence and turbulence. (c) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:116 / 123
页数:8
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