Random directed trees and forest — drainage networks with dependence

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Abstract

Consider the d-dimensional lattice Zd where each vertex is ‘open’ or ‘closed’ with probability p or 1 - p respectively. An open vertex v is connected by an edge to the closest open vertex w in the 45° (downward) light cone generated at v. In case of non-uniqueness of such a vertex w, we choose any one of the closest vertices with equal probability and independently of the other random mechanisms. It is shown that this random graph is a tree almost surely for d = 2 and 3 and it is an infinite collection of distinct trees for d ≥ 4. In addition, for any dimension, we show that there is no bi-infinite path in the tree. © 2008 Applied Probability Trust.

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Athreya, S., Roy, R., & Sarkar, A. (2008). Random directed trees and forest — drainage networks with dependence. Electronic Journal of Probability, 13, 2160–2189. https://doi.org/10.1214/EJP.v13-580

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