On the inclusion of bounded harmonic functions of random walks

Fuente: arXiv
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Autori principali: Hartman, Yair, Hrušková, Aranka, Segev, Omer
Natura: Preprint
Pubblicazione: 2026
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author Hartman, Yair
Hrušková, Aranka
Segev, Omer
author_facet Hartman, Yair
Hrušková, Aranka
Segev, Omer
contents We investigate the conditions under which the space of bounded harmonic functions of a probability measure $μ$ on a group $G$ is contained in that of another measure $θ$. We establish that asymptotic commutativity, defined by the condition $\|μ^{*t}*θ- θ*μ^{*t}\|_{TV} \to 0$ as $t \to \infty$, is sufficient to guarantee the inclusion $H^\infty(G, μ) \subseteq H^\infty(G, θ)$, provided $θ$ is absolutely continuous with respect to a convex combination of convolution powers of $μ$. By employing martingale convergence techniques rather than ergodic-theoretic arguments, we demonstrate that this result holds without topological assumptions on $G$ (such as local compactness) and extends to general Markov chains. Furthermore, utilizing hitting models for the Poisson boundary, we characterise the inclusion $H^\infty(G, μ) \subseteq H^\infty(G, θ)$ as equivalent to the asymptotic invariance of $θ$ under $μ$ in the weak* topology. We apply these results to provide a probabilistic proof of the Choquet-Deny theorem for nilpotent groups, among other applications.
format Preprint
id arxiv_https___arxiv_org_abs_2601_18304
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle On the inclusion of bounded harmonic functions of random walks
Hartman, Yair
Hrušková, Aranka
Segev, Omer
Probability
Dynamical Systems
Group Theory
60G50 (Primary) 20P05, 60J10 (Secondary)
We investigate the conditions under which the space of bounded harmonic functions of a probability measure $μ$ on a group $G$ is contained in that of another measure $θ$. We establish that asymptotic commutativity, defined by the condition $\|μ^{*t}*θ- θ*μ^{*t}\|_{TV} \to 0$ as $t \to \infty$, is sufficient to guarantee the inclusion $H^\infty(G, μ) \subseteq H^\infty(G, θ)$, provided $θ$ is absolutely continuous with respect to a convex combination of convolution powers of $μ$. By employing martingale convergence techniques rather than ergodic-theoretic arguments, we demonstrate that this result holds without topological assumptions on $G$ (such as local compactness) and extends to general Markov chains. Furthermore, utilizing hitting models for the Poisson boundary, we characterise the inclusion $H^\infty(G, μ) \subseteq H^\infty(G, θ)$ as equivalent to the asymptotic invariance of $θ$ under $μ$ in the weak* topology. We apply these results to provide a probabilistic proof of the Choquet-Deny theorem for nilpotent groups, among other applications.
title On the inclusion of bounded harmonic functions of random walks
topic Probability
Dynamical Systems
Group Theory
60G50 (Primary) 20P05, 60J10 (Secondary)
url https://arxiv.org/abs/2601.18304