The largest Kemeny constant and the largest relaxation time of a graph

For the simple random walk on a connected graph with $n$ vertices, let $\tau_0$ be Kemeny's constant and $\tau_2$ the relaxation time. Aldous and Fill conjectured that the maxima of both quantities over all connected $n$-vertex graphs are asymptotic to $n^3/54$. We prove this. Every connected graph on $n$ vertices satisfies $\tau_2\le\tau_0\le n^3/54+\tfrac{37}{8}n^{5/2}$, and the barbell made of two cliques on about $n/3$ vertices joined by a path on about $n/3$ vertices has $\tau_2\ge(n-2)(n-5)(n+3)/54$. The upper bound comes from the electrical formula for Kemeny's constant: the vertices near high-degree vertices are grouped into components of small total diameter, the rest of the graph is compared with a tree, and each edge of the tree is shown to contribute at most $s^2/8$ plus a lower-order term, where $s$ is the number of grouped vertices.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-11
DOI
https://doi.org/10.5281/zenodo.24125411
Primary Topic
Stochastic processes and statistical mechanics
Type
preprint
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preprint

The largest Kemeny constant and the largest relaxation time of a graph

Yitzchak Shmalo
Zenodo (CERN European Organization for Nuclear Research)
Stochastic processes and statistical mechanics
preprint

The largest Kemeny constant and the largest relaxation time of a graph

Yitzchak Shmalo
preprint en

Abstract

For the simple random walk on a connected graph with $n$ vertices, let $\tau_0$ be Kemeny's constant and $\tau_2$ the relaxation time. Aldous and Fill conjectured that the maxima of both quantities over all connected $n$-vertex graphs are asymptotic to $n^3/54$. We prove this. Every connected graph on $n$ vertices satisfies $\tau_2\le\tau_0\le n^3/54+\tfrac{37}{8}n^{5/2}$, and the barbell made of two cliques on about $n/3$ vertices joined by a path on about $n/3$ vertices has $\tau_2\ge(n-2)(n-5)(n+3)/54$. The upper bound comes from the electrical formula for Kemeny's constant: the vertices near high-degree vertices are grouped into components of small total diameter, the rest of the graph is compared with a tree, and each edge of the tree is shown to contribute at most $s^2/8$ plus a lower-order term, where $s$ is the number of grouped vertices.

Zenodo (CERN European Organization for Nuclear Research)
Hebrew University of Jerusalem (IL)
Stochastic processes and statistical mechanics
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The largest Kemeny constant and the largest relaxation time of a graph — Yitzchak Shmalo · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS