English

A Multi-type Preferential Attachment Tree

Probability 2018-09-05 v4

Abstract

A multi-type preferential attachment tree is introduced, and studied using general multi-type branching processes. For the pp-type case we derive a framework for studying the tree where a type ii vertex generates new type jj vertices with rate wij(n1,n2,,np)w_{ij}(n_1,n_2,\ldots, n_p) where nkn_k is the number of type kk vertices previously generated by the type ii vertex, and wijw_{ij} is a non-negative function from Np\mathbb{N}^p to R\mathbb{R}. The framework is then used to derive results for trees with more specific attachment rates. In the case with linear preferential attachment---where type ii vertices generate new type jj vertices with rate wij(n1,n2,,np)=γij(n1+n2++np)+βijw_{ij}(n_1,n_2,\ldots, n_p)=\gamma_{ij}(n_1+n_2+\dots +n_p)+\beta_{ij}, where γij\gamma_{ij} and βij\beta_{ij} are positive constants---we show that under mild regularity conditions on the parameters {γij},{βij}\{\gamma_{ij}\}, \{\beta_{ij}\} the asymptotic degree distribution of a vertex is a power law distribution. The asymptotic composition of the vertex population is also studied.

Keywords

Cite

@article{arxiv.1704.03256,
  title  = {A Multi-type Preferential Attachment Tree},
  author = {Sebastian Rosengren},
  journal= {arXiv preprint arXiv:1704.03256},
  year   = {2018}
}
R2 v1 2026-06-22T19:14:01.743Z