Vertices of high degree in the preferential attachment tree
Brightwell, Graham; and Luczak, Malwina J.
(2012)
Vertices of high degree in the preferential attachment tree.
Electronic Journal of Probability, 17.
pp. 1-43.
ISSN 1083-6489
We study the basic preferential attachment process, which generates a sequence of random trees, each obtained from the previous one by introducing a new vertex and joining it to one existing vertex, chosen with probability proportional to its degree. We investigate the number D t(l) of vertices of each degree l at each time t, focussing particularly on the case where l is a growing function of t. We show that D t(l) is concentrated around its mean, which is approximately 4t=l 3, for all l ≤ (t= log t) -1/3; this is best possible up to a logarithmic factor.
| Item Type | Article |
|---|---|
| Keywords | concentration of measure,martingales,preferential attachment,random graphs,web graphs |
| Departments | Mathematics |
| DOI | 10.1214/EJP.v17-1803 |
| Date Deposited | 14 Mar 2012 16:46 |
| URI | https://researchonline.lse.ac.uk/id/eprint/42517 |