THE DEGREE PROFILE AND WEIGHT IN APOLLONIAN NETWORKS AND k-TREES

被引:11
|
作者
Zhang, Panpan [1 ]
Mahmoud, Hosam [1 ]
机构
[1] George Washington Univ, Dept Stat, 801 22nd St NW, Washington, DC 20052 USA
关键词
Random structure; network; random graph; self-similarity; degree profile; phase transition; stochastic recurrence; Polya urn; martingale; MOMENTS;
D O I
10.1017/apr.2015.11
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 investigate the degree profile and total weight in Apollonian networks. We study the distribution of the degrees of vertices as they age in the evolutionary process. Asymptotically, the (suitably-scaled) degree of a node with a fixed label has a Mittag-Leffler-like limit distribution. The degrees of nodes of later ages have different asymptotic distributions, influenced by the time of their appearance. The very late arrivals have a degenerate distribution. The result is obtained via triangular Polya urns. Also, via the Bagchi-Pal urn, we show that the number of terminal nodes asymptotically follows a Gaussian law. We prove that the total weight of the network asymptotically follows a Gaussian law, obtained via martingale methods. Similar results carry over to the sister structure of the k-trees, with minor modification in the proof methods, done mutatis mutandis.
引用
收藏
页码:163 / 175
页数:13
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