Degree evolution in a general growing network

被引:0
|
作者
De Ambroggio, Umberto [1 ]
Yip, Hiu Ching [2 ]
机构
[1] Ludwig Maximilian Univ Munich, Dept Math, Munich, Germany
[2] Politecn Torino, Dept Math Sci, Turin, Italy
关键词
Preferential attachment; Complex networks; Degree; PREFERENTIAL ATTACHMENT;
D O I
10.1016/j.spl.2024.110151
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We consider the preferential attachment model introduced by Deijfen and Lindholm (2009) in which, at every discrete time step: (i) either we add a vertex and connect it to an older vertex; or (ii) we add an edge between two random vertices; or (iii) we delete one edge. We show that, when the deletion probability equals 1/3, the expected degree of any given vertex grows logarithmically, thus correcting a statement made in Lindholm and Vallier (2011). Moreover we show that, when the deletion probability is strictly less than 1/3, then the function which scales the expected degree of a given vertex, identified in Lindholm and Vallier (2011), also guarantees almost sure convergence for the degree process of a given vertex.
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页数:6
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