English

Linearly Edge-Reinforced Random Walks

Probability 2023-09-01 v1

Abstract

This thesis examines linearly edge-reinforced random walks on infinite trees. In particular, recurrence and transience of such random walks on general (fixed) trees as well as on Galton-Watson trees (i.e. random trees) is characterized, and shown to be related to the branching number of these trees and a so-called reinforcement parameter. A phase transition from transience to recurrence takes place at a critical parameter value. As a tool, random walks in random environment are introduced and known results are repeated, together with detailed proofs. A result on quasi-independent percolation is proved as a by-product. Finally, for the edge-reinforced random walk on Z, the existence of a kind of stationary / limiting distribution with finite moments is shown.

Keywords

Cite

@article{arxiv.2308.16394,
  title  = {Linearly Edge-Reinforced Random Walks},
  author = {Fabian Michel},
  journal= {arXiv preprint arXiv:2308.16394},
  year   = {2023}
}

Comments

42 pages, 14 figures, Bachelor's Thesis

R2 v1 2026-06-28T12:08:54.687Z