The branching-ruin number and the critical parameter of once-reinforced random walk on trees

TL;DR

This paper introduces the branching-ruin number as a new measure of trees with polynomial growth and proves it determines the phase transition point for recurrence or transience of once-reinforced and related self-interacting random walks on trees.

Contribution

It defines the branching-ruin number and establishes its equivalence to the critical parameter for recurrence/transience, providing a comprehensive criterion for self-interacting walks on trees.

Findings

Branching-ruin number equals the critical parameter for recurrence/transience.

Provides a computable criterion for phase transition of self-interacting walks.

Completes the understanding of phase transitions for these processes on trees.

Abstract

The motivation for this paper is the study of the phase transition for recurrence/transience of a class of self-interacting random walks on trees, which includes the once-reinforced random walk. For this purpose, we define a quantity, that we call the branching-ruin number of a tree, which provides (in the spirit of Furstenberg, 1970, and Lyons, 1990) a natural way to measure trees with polynomial growth. We prove that the branching-ruin number of a tree is equal to the critical parameter for the recurrence/transience of the once-reinforced random walk. We define a sharp and effective (i.e. computable) criterion characterizing the recurrence/transience of a larger class of self-interacting walks on trees, providing the complete picture for their phase transition.