The simple random walk and max-degree walk on a directed graph
Combinatorics
2009-04-03 v1 Probability
Abstract
We show bounds on total variation and mixing times, spectral gap and magnitudes of the complex valued eigenvalues of a general (non-reversible non-lazy) Markov chain with a minor expansion property. This leads to the first known bounds for the non-lazy simple and max-degree walks on a (directed) graph, and even in the lazy case they are the first bounds of the optimal order. In particular, it is found that within a factor of two or four, the worst case of each of these mixing time and eigenvalue quantities is a walk on a cycle with clockwise drift.
Cite
@article{arxiv.math/0609303,
title = {The simple random walk and max-degree walk on a directed graph},
author = {Ravi Montenegro},
journal= {arXiv preprint arXiv:math/0609303},
year = {2009}
}