Comparison Techniques for Random Walk on Finite Groups

  • Diaconis P
  • Saloff-Coste L
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Abstract

We develop techniques for bounding the rate of convergence of a symmetric random walk on a finite group to the uniform distribution. The techniques gives bounds on the second largest (and other) eigenvalues in terms of the eigenvalues of a comparison chain with known eigenvalues. The techniques yield sharp rates for a host of perviously intractable problems on the symmetric group.

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Diaconis, P., & Saloff-Coste, L. (2007). Comparison Techniques for Random Walk on Finite Groups. The Annals of Probability, 21(4). https://doi.org/10.1214/aop/1176989013

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