English

Mixing Time Bounds via the Spectral Profile

Probability 2007-05-23 v1

Abstract

On complete, non-compact manifolds and infinite graphs, Faber-Krahn inequalities have been used to estimate the rate of decay of the heat kernel. We develop this technique in the setting of finite Markov chains, proving upper and lower mixing time bounds via the spectral profile. This approach lets us recover and refine previous conductance-based bounds of mixing time (including the Morris-Peres result), and in general leads to sharper estimates of convergence rates. We apply this method to several models including groups with moderate growth, the fractal-like Viscek graphs, and the torus, to obtain tight bounds on the corresponding mixing times.

Keywords

Cite

@article{arxiv.math/0505690,
  title  = {Mixing Time Bounds via the Spectral Profile},
  author = {Sharad Goel and Ravi Montenegro and Prasad Tetali},
  journal= {arXiv preprint arXiv:math/0505690},
  year   = {2007}
}

Comments

26 pages

R2 v1 2026-07-22T17:20:08.874Z