Emergent self-organized complex network topology out of stability constraints

Details Emergent self-organized complex network topology out of stability constraints Emergent self-organized complex network topology out of stability constraints

2008-09-26

arxiv.org/abs/0809.4642v2

Physical Review Letters 103, 108701 (2009)

Physics

Condensed Matter

Disordered Systems and Neural Networks

4 pages, 4 figures

Scientific paper

10.1103/PhysRevLett.103.108701

Although most networks in nature exhibit complex topology the origins of such complexity remains unclear. We introduce a model of a growing network of interacting agents in which each new agent's membership to the network is determined by the agent's effect on the network's global stability. It is shown that out of this stability constraint, scale free networks emerges in a self organized manner, offering an explanation for the ubiquity of complex topological properties observed in biological networks.

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