A combinatorial proof of Aldous-Broder theorem for general Markov chains

preprint2022arXivOpen access

Abstract

Aldous-Broder algorithm is a famous algorithm used to sample a uniform spanning tree of any finite connected graph GG, but it is more general: given an irreducible and reversible Markov chain MM on GG started at rr, the tree rooted at rr formed by the first entrance steps in each node (different from the root) has a probability proportional to ∏e=(e−,e+)∈Edges(t,r)Me−,e+\prod_{e=(e^-,e^+)\in {\sf Edges}(t,r)} M_{e^{-},e^+}, where the edges are directed toward rr. In this paper we give proofs of Aldous-Broder theorem in the general case, where the kernel MM is irreducible but not assumed to be reversible (this generalized version appeared recently in Hu, Lyons and Tang )

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