pith. sign in

arxiv: 1401.1692 · v3 · pith:Q4MOTPWOnew · submitted 2014-01-08 · 🧮 math.PR

Mixing times of Markov chains on a cycle with additional long range connections

classification 🧮 math.PR
keywords cyclemarkovmixingchainsedgestimesaddedadditional
0
0 comments X
read the original abstract

We develop Markov chain mixing time estimates for a class of Markov chains with restricted transitions. We assume transitions may occur along a cycle of $n$ nodes and on $n^\gamma$ additional edges, where $\gamma < 1$. We find that the mixing times of reversible Markov chains properly interpolate between the mixing times of the cycle with no added edges and of the cycle with $cn$ added edges (which is in turn a Small World Network model). In the case of non-reversible Markov-chains, a considerable gap remains between lower and upper bounds, but simulations give hope to experience a significant speedup compared to the reversible case.

This paper has not been read by Pith yet.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.