DocumentCode
40434
Title
On the Influence of the Seed Graph in the Preferential Attachment Model
Author
Bubeck, Sebastien ; Mossel, Elchanan ; Racz, Miklos Z.
Author_Institution
Princeton Univ., Princeton, NJ, USA
Volume
2
Issue
1
fYear
2015
fDate
Jan.-March 1 2015
Firstpage
30
Lastpage
39
Abstract
We study the influence of the seed graph in the preferential attachment model, focusing on the case of trees. We first show that the seed has no effect from a weak local limit point of view. On the other hand, we conjecture that different seeds lead to different distributions of limiting trees from a total variation point of view. We take a first step in proving this conjecture by showing that seeds with different degree profiles lead to different limiting distributions for the (appropriately normalized) maximum degree, implying that such seeds lead to different (in total variation) limiting trees.
Keywords
trees (mathematics); preferential attachment model; random trees; seed graph; Abstracts; Artificial neural networks; Educational institutions; Focusing; Limiting; Terminology; Vectors; Random trees; preferential attachment; seed graph;
fLanguage
English
Journal_Title
Network Science and Engineering, IEEE Transactions on
Publisher
ieee
ISSN
2327-4697
Type
jour
DOI
10.1109/TNSE.2015.2397592
Filename
7024931
Link To Document