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Anomalous scaling in redirection networks
Harrison Hartle1, P L Krapivsky1,2, S Redner1
1Santa Fe Institute, Santa Fe, New Mexico 87501, USA.
Abstract:
In networks that grow by isotropic redirection (IR), a new node selects an initial target node uniformly at random and attaches to a randomly chosen neighbor of the target. The emerging networks exhibit leaf proliferation, in which the number of nonleaves scales sublinearly as N^{μ} and the degree distribution has an algebraic tail with exponent 1+μ. To understand these mysterious properties, we introduce a class of models with redirection to leaves whenever possible. The resulting networks exhibit qualitatively similar phenomenology to IR networks, but avoid the inherent nonlocality of the IR growth rule. These networks admit an analytical description of the leaf degree distribution, from which we extract the exponent μ.
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