Self Organized Scale-Free Networks from Merging and Regeneration

Details Self Organized Scale-Free Networks from Merging and Regeneration Self Organized Scale-Free Networks from Merging and Regeneration

2004-03-05

arxiv.org/abs/nlin/0403006v1

Eur. Phys. J. B 43, 369-372 (2005)

Nonlinear Sciences

Adaptation and Self-Organizing Systems

Scientific paper

10.1140/epjb/e2005-00065-y

We consider the self organizing process of merging and regeneration of vertices in complex networks and demonstrate that a scale-free degree distribution emerges in a steady state of such a dynamics. The merging of neighbor vertices in a network may be viewed as an optimization of efficiency by minimizing redundancy. It is also a mechanism to shorten the distance and thus decrease signaling times between vertices in a complex network. Thus the merging process will in particular be relevant for networks where these issues related to global signaling are of concern.

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