Literature DB >> 15903493

Complex networks created by aggregation.

M J Alava1, S N Dorogovtsev.   

Abstract

We study aggregation as a mechanism for the creation of complex networks. In this evolution process vertices merge together, which increases a number of highly connected hubs. We study a range of complex network architectures produced by the aggregation. Fat-tailed (in particular, scale-free) distributions of connections are obtained for both networks with a finite number of vertices and growing networks. We observe a strong variation of a network structure with growing density of connections and find the phase transition of the condensation of edges. Finally, we demonstrate the importance of structural correlations in these networks.

Year:  2005        PMID: 15903493     DOI: 10.1103/PhysRevE.71.036107

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  1 in total

1.  The evolution of network topology by selective removal.

Authors:  Marcel Salathé; Robert M May; Sebastian Bonhoeffer
Journal:  J R Soc Interface       Date:  2005-12-22       Impact factor: 4.118

  1 in total

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