THE DEGREE PROFILE AND WEIGHT IN APOLLONIAN NETWORKS AND k-TREES
被引:11
|
作者:
Zhang, Panpan
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机构:
George Washington Univ, Dept Stat, 801 22nd St NW, Washington, DC 20052 USAGeorge Washington Univ, Dept Stat, 801 22nd St NW, Washington, DC 20052 USA
Zhang, Panpan
[1
]
Mahmoud, Hosam
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h-index: 0
机构:
George Washington Univ, Dept Stat, 801 22nd St NW, Washington, DC 20052 USAGeorge Washington Univ, Dept Stat, 801 22nd St NW, Washington, DC 20052 USA
Mahmoud, Hosam
[1
]
机构:
[1] George Washington Univ, Dept Stat, 801 22nd St NW, Washington, DC 20052 USA
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.
机构:
Univ British Columbia Okanagan, Dept Comp Sci, Irving K Barber Sch Arts & Sci, Kelowna, BC V1V 1V7, CanadaUniv British Columbia Okanagan, Dept Comp Sci, Irving K Barber Sch Arts & Sci, Kelowna, BC V1V 1V7, Canada