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Slow mixing of local dynamics for proper 3-colourings on regular bipartite graphs

Markov Chains in Algorithms and Statistical Physics
February 03, 2005 03:05 PM to 03:50 PM
Speakers:
VMath - The Next Generation for Math Lectures on Streaming Video

Abstract:

We establish some conditions on a regular bipartite graph G under
which the following holds: if M is an ergodic Markov chain on the set
of proper 3-colourings of G which updates the state of at most 10% of
the vertices of G at each step and whose stationary distribution is
uniform, then the mixing time of M is (essentially) exponential in the
size of the vertex set of G.

In particular, our result applies to Glauber dynamics for sampling uniformly
from the proper 3-colourings of the discrete hypercube.

Lecture #10815

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