A non-growth network model with exponential and 1/k scale-free degree distributions

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Published 18 October 2006 2006 EDP Sciences
, , Citation S. Laird and H. J. Jensen 2006 EPL 76 710 DOI 10.1209/epl/i2006-10319-x

0295-5075/76/4/710

Abstract

Using a steady-state process of node duplication and deletion, relevant to biological and ecological systems, we produce networks with 1/k scale-free degree distributions in the limit of vanishing connectance. The process involves no growth in nodes and inherent preferential attachment is counterbalanced by preferential detachment. The mean-field evolution is considered and the 1/k law is verified under certain approximations. An ansatz for the degree distribution is proposed on the basis of symmetry considerations and is shown to coincide well with the simulation data. Distributional forms other than power law also arise when the duplication fidelity is relaxed.

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10.1209/epl/i2006-10319-x