English

Phase transition for the mixing time of the Glauber dynamics for coloring regular trees

Probability 2012-11-28 v3 Combinatorics

Abstract

We prove that the mixing time of the Glauber dynamics for random k-colorings of the complete tree with branching factor b undergoes a phase transition at k=b(1+ob(1))/lnbk=b(1+o_b(1))/\ln{b}. Our main result shows nearly sharp bounds on the mixing time of the dynamics on the complete tree with n vertices for k=Cb/lnbk=Cb/\ln{b} colors with constant C. For C1C\geq1 we prove the mixing time is O(n1+ob(1)lnn)O(n^{1+o_b(1)}\ln{n}). On the other side, for C<1C<1 the mixing time experiences a slowing down; in particular, we prove it is O(n1/C+ob(1)lnn)O(n^{1/C+o_b(1)}\ln{n}) and Ω(n1/Cob(1))\Omega(n^{1/C-o_b(1)}). The critical point C=1 is interesting since it coincides (at least up to first order) with the so-called reconstruction threshold which was recently established by Sly. The reconstruction threshold has been of considerable interest recently since it appears to have close connections to the efficiency of certain local algorithms, and this work was inspired by our attempt to understand these connections in this particular setting.

Keywords

Cite

@article{arxiv.0908.2665,
  title  = {Phase transition for the mixing time of the Glauber dynamics for coloring regular trees},
  author = {Prasad Tetali and Juan C. Vera and Eric Vigoda and Linji Yang},
  journal= {arXiv preprint arXiv:0908.2665},
  year   = {2012}
}

Comments

Published in at http://dx.doi.org/10.1214/11-AAP833 the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics (http://www.imstat.org)