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Vestnik TVGU. Seriya: Prikladnaya Matematika [Herald of Tver State University. Series: Applied Mathematics]
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Vestnik TVGU. Seriya: Prikladnaya Matematika [Herald of Tver State University. Series: Applied Mathematics], 2023, Issue 2, Pages 28–36
DOI: https://doi.org/10.26456/vtpmk688
(Mi vtpmk688)
 

Theory of Probability and Mathematical Statistics

Number of maximal rooted trees in preferential attachment model via stochastic approximation

Yu. A. Malyshkin

Tver State University, Tver
References:
Abstract: We study the asymptotic behavior of the number of maximal trees in the preferential attachment model. In our model, we consider a sequence of graphs built by the following recursive rule. We start with the complete graph on m+1 vertices, m>1. Then on the n+1 step, we add vertex n+1 and draw m edges from it to different vertices from 1,,n, chosen with probabilities proportional to their degrees plus some positive parameter β. We prove the convergence speed for the number of maximal trees in such a model using the stochastic approximation technique.
Keywords: random graphs, preferential attachment, stochastic approximation.
Funding agency Grant number
Russian Foundation for Basic Research 19-31-60021
Received: 24.11.2022
Revised: 21.06.2023
Bibliographic databases:
Document Type: Article
UDC: 519.17, 519.21
Language: English
Citation: Yu. A. Malyshkin, “Number of maximal rooted trees in preferential attachment model via stochastic approximation”, Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.], 2023, no. 2, 28–36
Citation in format AMSBIB
\Bibitem{Mal23}
\by Yu.~A.~Malyshkin
\paper Number of maximal rooted trees in preferential attachment model via stochastic approximation
\jour Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.]
\yr 2023
\issue 2
\pages 28--36
\mathnet{http://mi.mathnet.ru/vtpmk688}
\crossref{https://doi.org/10.26456/vtpmk688}
\elib{https://elibrary.ru/item.asp?id=54279620}
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