A Markovian growth dynamics on rooted binary trees evolving according to the Gompertz curve
Cell Behavior
2012-08-14 v2 Mathematical Physics
math.MP
Quantitative Methods
Other Statistics
Abstract
Inspired by biological dynamics, we consider a growth Markov process taking values on the space of rooted binary trees, similar to the Aldous-Shields model. Fix and . We start at time 0 with the tree composed of a root only. At any time, each node with no descendants, independently from the other nodes, produces two successors at rate , where is the distance from the node to the root. Denote by the number of nodes with no descendants at time and let . We prove that , , converges to the Gompertz curve . We also prove a central limit theorem for the martingale associated to .
Cite
@article{arxiv.0807.1750,
title = {A Markovian growth dynamics on rooted binary trees evolving according to the Gompertz curve},
author = {C. Landim and R. D. Portugal and B. F. Svaiter},
journal= {arXiv preprint arXiv:0807.1750},
year = {2012}
}
Comments
13 pages