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Trudy Matematicheskogo Instituta imeni V.A. Steklova, 2013, Volume 282, Pages 212–230
DOI: https://doi.org/10.1134/S0371968513030175
(Mi tm3496)
 

This article is cited in 2 scientific papers (total in 2 papers)

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

Yu. L. Pavlova, M. M. Stepanovb

a Institute of Applied Mathematical Research, Karelian Research Centre, RAS, Petrozavodsk, Russia
b Department of Mathematics, Åbo Akademi University, Åbo, Finland
Full-text PDF (294 kB) Citations (2)
References:
Abstract: We consider a random graph constructed by the configuration model with the degrees of vertices distributed identically and independently according to the law $\mathbf P\{\xi\geq k\}=k^{-\tau}$, $k=1,2,\dots$, with $\tau\in(1,2)$. 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.
Received in September 2012
English version:
Proceedings of the Steklov Institute of Mathematics, 2013, Volume 282, Pages 202–219
DOI: https://doi.org/10.1134/S0081543813060175
Bibliographic databases:
Document Type: Article
UDC: 519.175.4
Language: Russian
Citation: Yu. L. Pavlov, M. M. Stepanov, “Limit distributions of the number of loops in a random configuration graph”, Branching processes, random walks, and related problems, Collected papers. Dedicated to the memory of Boris Aleksandrovich Sevastyanov, corresponding member of the Russian Academy of Sciences, Trudy Mat. Inst. Steklova, 282, MAIK Nauka/Interperiodica, Moscow, 2013, 212–230; Proc. Steklov Inst. Math., 282 (2013), 202–219
Citation in format AMSBIB
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\paper Limit distributions of the number of loops in a~random configuration graph
\inbook Branching processes, random walks, and related problems
\bookinfo Collected papers. Dedicated to the memory of Boris Aleksandrovich Sevastyanov, corresponding member of the Russian Academy of Sciences
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  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    Труды Математического института имени В. А. Стеклова Proceedings of the Steklov Institute of Mathematics
     
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