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Limit distributions of the number of loops in a random configuration graph

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Abstract

We consider a random graph constructed by the configuration model with the degrees of vertices distributed identically and independently according to the law P(ξ≥k), k = 1, 2, …, with τ ∈ (1, 2). Connections between vertices are then equiprobably formed in compliance with their degrees. This model admits multiple edges and loops. We study the number of loops of a vertex with given degree d and its limiting behavior for different values of d as the number N of vertices grows. Depending on d = d(N), four different limit distributions appear: Poisson distribution, normal distribution, convolution of normal and stable distributions, and stable distribution. We also find the asymptotics of the mean number of loops in the graph.

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Correspondence to Yu. L. Pavlov.

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Published in Russian in Trudy Matematicheskogo Instituta imeni V.A. Steklova, 2013, Vol. 282, pp. 212–230.

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Pavlov, Y.L., Stepanov, M.M. Limit distributions of the number of loops in a random configuration graph. Proc. Steklov Inst. Math. 282, 202–219 (2013). https://doi.org/10.1134/S0081543813060175

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  • DOI: https://doi.org/10.1134/S0081543813060175

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