A Multi-type Preferential Attachment Tree
Abstract
A multi-type preferential attachment tree is introduced, and studied using general multi-type branching processes. For the -type case we derive a framework for studying the tree where a type vertex generates new type vertices with rate where is the number of type vertices previously generated by the type vertex, and is a non-negative function from to . The framework is then used to derive results for trees with more specific attachment rates. In the case with linear preferential attachment---where type vertices generate new type vertices with rate , where and are positive constants---we show that under mild regularity conditions on the parameters the asymptotic degree distribution of a vertex is a power law distribution. The asymptotic composition of the vertex population is also studied.
Cite
@article{arxiv.1704.03256,
title = {A Multi-type Preferential Attachment Tree},
author = {Sebastian Rosengren},
journal= {arXiv preprint arXiv:1704.03256},
year = {2018}
}