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24 April 2024
 
  » arxiv » 1704.5568

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On the growth of a superlinear preferential attachment scheme
Sunder Sethuraman ; Shankar C. Venkataramani ;
Date 19 Apr 2017
AbstractWe consider an evolving preferential attachment random graph model where at discrete times a new node is attached to an old node, selected with probability proportional to a superlinear function of its degree. For such schemes, it is known that the graph evolution condenses, that is a.s. in the limit graph there will be a single random node with infinite degree, while all others have finite degree.
In this note, we establish a.s. law of large numbers type limits and fluctuation results, as $nuparrowinfty$, for the counts of the number of nodes with degree $kgeq 1$ at time $ngeq 1$. These limits rigorously verify and extend a physical picture of Krapivisky, Redner and Leyvraz (2000) on how the condensation arises with respect to the degree distribution.
Source arXiv, 1704.5568
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