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The Ethereal
The flip Markov chain for connected regular graphs
January 14, 2017 ยท The Ethereal ยท ๐ Discrete Applied Mathematics
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Authors
Colin Cooper, Martin Dyer, Catherine Greenhill, Andrew Handley
arXiv ID
1701.03856
Category
cs.DM: Discrete Mathematics
Cross-listed
cs.DS,
math.CO
Citations
18
Venue
Discrete Applied Mathematics
Last Checked
2 months ago
Abstract
Mahlmann and Schindelhauer (2005) defined a Markov chain which they called $k$-Flipper, and showed that it is irreducible on the set of all connected regular graphs of a given degree (at least 3). We study the 1-Flipper chain, which we call the flip chain, and prove that the flip chain converges rapidly to the uniform distribution over connected $2r$-regular graphs with $n$ vertices, where $n\geq 8$ and $r = r(n)\geq 2$. Formally, we prove that the distribution of the flip chain will be within $\varepsilon$ of uniform in total variation distance after $\text{poly}(n,r,\log(\varepsilon^{-1}))$ steps. This polynomial upper bound on the mixing time is given explicitly, and improves markedly on a previous bound given by Feder et al.(2006). We achieve this improvement by using a direct two-stage canonical path construction, which we define in a general setting. This work has applications to decentralised networks based on random regular connected graphs of even degree, as a self-stabilising protocol in which nodes spontaneously perform random flips in order to repair the network.
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