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Spectral and dynamical results related to certain non-integer base expansions on the unit interval

Horia D. Cornean, Ira W. Herbst, Giovanna Marcelli

TL;DR

This work analyzes spectral and dynamical properties of β-expansions in Parry type through the transfer operator $\mathcal{P}$ and the Koopman operator $\mathfrak{K}$ induced by the base-$β$ map $T_β$ on the unit interval. It proves that Lipschitz observables funnel exponentially fast in $L^1$ to the invariant density $u_1$ associated with the eigenvalue $1$, while the eigenvalue $1$ is non-isolated and the entire open unit disk lies in the point spectrum of $\mathcal{P}$ for $1\le p\le 2$, with explicit eigenfunctions $\psi_z$ for $|z|<1$. A key insight is that the weighted Koopman operator $\widetilde{\mathfrak{K}}=u_1^{1/p}\,\mathfrak{K}\,u_1^{-1/p}$ is an isometry whose spectrum equals $\overline{\mathbb{D}}$, allowing the construction of $\psi_z$ via a Neumann-series and a finite-dimensional invariant subspace analysis. The results yield exponential decay of correlations and ergodicity for $T_β$, with implications for a strong law of large numbers for observables along the β-map, and they connect non-integer-base dynamics with precise spectral portraits of the associated transfer and Koopman operators.

Abstract

We consider certain non-integer base $β$-expansions of Parry's type and we study various properties of the transfer (Perron-Frobenius) operator $\mathcal{P}:L^p([0,1])\mapsto L^p([0,1])$ with $p\geq 1$ and its associated composition (Koopman) operator, which are induced by a discrete dynamical system on the unit interval related to these $β$-expansions. We show that if $f$ is Lipschitz, then the iterated sequence $\{\mathcal{P}^N f\}_{N\geq 1}$ converges exponentially fast (in the $L^1$ norm) to an invariant state corresponding to the eigenvalue $1$ of $\mathcal{P}$. This "attracting" eigenvalue is not isolated: for $1\leq p\leq 2$ we show that the point spectrum of $\mathcal{P}$ also contains the whole open complex unit disk and we explicitly construct some corresponding eigenfunctions.

Spectral and dynamical results related to certain non-integer base expansions on the unit interval

TL;DR

This work analyzes spectral and dynamical properties of β-expansions in Parry type through the transfer operator and the Koopman operator induced by the base- map on the unit interval. It proves that Lipschitz observables funnel exponentially fast in to the invariant density associated with the eigenvalue , while the eigenvalue is non-isolated and the entire open unit disk lies in the point spectrum of for , with explicit eigenfunctions for . A key insight is that the weighted Koopman operator is an isometry whose spectrum equals , allowing the construction of via a Neumann-series and a finite-dimensional invariant subspace analysis. The results yield exponential decay of correlations and ergodicity for , with implications for a strong law of large numbers for observables along the β-map, and they connect non-integer-base dynamics with precise spectral portraits of the associated transfer and Koopman operators.

Abstract

We consider certain non-integer base -expansions of Parry's type and we study various properties of the transfer (Perron-Frobenius) operator with and its associated composition (Koopman) operator, which are induced by a discrete dynamical system on the unit interval related to these -expansions. We show that if is Lipschitz, then the iterated sequence converges exponentially fast (in the norm) to an invariant state corresponding to the eigenvalue of . This "attracting" eigenvalue is not isolated: for we show that the point spectrum of also contains the whole open complex unit disk and we explicitly construct some corresponding eigenfunctions.

Paper Structure

This paper contains 19 sections, 9 theorems, 119 equations, 2 figures.

Key Result

Theorem 1.1

Let $f$ be the PDF of $X$, where we assume that $f(x)=0$ if $x\not\in [0,1]$. Then:

Figures (2)

  • Figure 1: Illustration of the map $\psi_0$
  • Figure 2: The first layer

Theorems & Definitions (15)

  • Theorem 1.1
  • Theorem 1.2
  • Corollary 1.3
  • Lemma 2.1
  • proof
  • Lemma 2.2
  • proof
  • Lemma 3.1
  • proof
  • Lemma A.1
  • ...and 5 more