Entropies and Poisson boundaries of random walks on groups with rapid decay

TL;DR

This paper introduces a new harmonic analysis framework to compute asymptotic quantities like entropy and Lyapunov exponents for random walks on groups with rapid decay, linking spectral properties to dynamical invariants.

Contribution

It develops a novel approach using complex interpolation and spectral analysis to relate entropy, Lyapunov exponents, and group properties, providing new characterizations of amenability and entropy equivalences.

Findings

Lyapunov exponent can be computed via spectral radius in weighted group algebras.

Avez entropy equals Lyapunov exponent for natural weights and measures.

Convolution entropy coincides with Avez entropy for rapid decay groups.

Abstract

Let $G$ be a countable group and $\mu$ a probability measure on $G$. We build a new framework to compute asymptotic quantities associated with the $\mu$-random walk on $G$, using methods from harmonic analysis on groups and Banach space theory, most notably complex interpolation. It is shown that under mild conditions, the Lyapunov exponent of the $\mu$-random walk with respect to a weight $\omega$ on $G$ can be computed in terms of the asymptotic behavior of the spectral radius of $\mu$ in an ascending class of weighted group algebras, and we prove that for natural choices of $\omega$ and $\mu$, the Lyapunov exponent vanishes. Also, we show that the Avez entropy of the $\mu$-random walk can be realized as the Lyapunov exponent of $\mu$ with respect to a suitable weight. We apply our results to stationary dynamical systems consisting of an action of a group with the property of rapid decay on a probability space. We prove that whenever the associated Koopman representation is weakly contained in the left-regular representation of the group, then the Avez entropy coincides with the Furstenberg entropy of the stationary space. This gives a characterization of (Zimmer) amenability for actions of rapid decay groups on stationary spaces. Next, by considering the spectral radius in the algebras of $p$-pseudofunctions on $G$, we introduce a new asymptotic quantity, which we call convolution entropy. We show that for groups with the property of rapid decay, the convolution entropy coincides with the Avez entropy.