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2018 On sensitivity of mixing times and cutoff
Jonathan Hermon, Yuval Peres
Electron. J. Probab. 23: 1-34 (2018). DOI: 10.1214/18-EJP154

Abstract

A sequence of chains exhibits (total variation) cutoff (resp., pre-cutoff) if for all $0<\epsilon < 1/2$, the ratio $t_{\mathrm{mix} }^{(n)}(\epsilon )/t_{\mathrm{mix} }^{(n)}(1-\epsilon )$ tends to 1 as $n \to \infty $ (resp., the $\limsup $ of this ratio is bounded uniformly in $\epsilon $), where $t_{\mathrm{mix} }^{(n)}(\epsilon )$ is the $\epsilon $-total variation mixing time of the $n$th chain in the sequence. We construct a sequence of bounded degree graphs $G_n$, such that the lazy simple random walks (LSRW) on $G_n$ satisfy the “product condition” $\mathrm{gap} (G_n) t_{\mathrm{mix} }^{(n)}(\epsilon ) \to \infty $ as $n \to \infty $, where $\mathrm{gap} (G_n)$ is the spectral gap of the LSRW on $G_n$ (a known necessary condition for pre-cutoff that is often sufficient for cutoff), yet this sequence does not exhibit pre-cutoff.

Recently, Chen and Saloff-Coste showed that total variation cutoff is equivalent for the sequences of continuous-time and lazy versions of some given sequence of chains. Surprisingly, we show that this is false when considering separation cutoff.

We also construct a sequence of bounded degree graphs $G_n=(V_{n},E_{n})$ that does not exhibit cutoff, for which a certain bounded perturbation of the edge weights leads to cutoff and increases the order of the mixing time by an optimal factor of $\Theta (\log |V_n|)$. Similarly, we also show that “lumping” states together may increase the order of the mixing time by an optimal factor of $\Theta (\log |V_n|)$. This gives a negative answer to a question asked by Aldous and Fill.

Citation

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Jonathan Hermon. Yuval Peres. "On sensitivity of mixing times and cutoff." Electron. J. Probab. 23 1 - 34, 2018. https://doi.org/10.1214/18-EJP154

Information

Received: 30 November 2016; Accepted: 27 February 2018; Published: 2018
First available in Project Euclid: 15 March 2018

zbMATH: 1387.60112
MathSciNet: MR3779818
Digital Object Identifier: 10.1214/18-EJP154

Subjects:
Primary: 60J10

JOURNAL ARTICLE
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Vol.23 • 2018
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