Literature DB >> 26082568

Power laws and fragility in flow networks.

Jesse Shore1, Catherine J Chu2, Matt T Bianchi2.   

Abstract

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.

Entities:  

Keywords:  Degree distribution; Flow networks; Network collapse; Network dynamics; Network evolution; Power law; Resource networks

Year:  2013        PMID: 26082568      PMCID: PMC4465807          DOI: 10.1016/j.socnet.2013.01.005

Source DB:  PubMed          Journal:  Soc Networks        ISSN: 0378-8733


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