Affiliation:
1. University of Toronto, Toronto ON, Canada
Abstract
We determine the exact value of the freezing threshold,
r
f
k
, for
k
-colourings of a random graph when
k
≥ 14. We prove that for random graphs with density above
r
f
k
, almost every colouring is such that a linear number of vertices are frozen, meaning that their colour cannot be changed by a sequence of alterations whereby we change the colours of
o
(
n
) vertices at a time, always obtaining another proper colouring. When the density is below
r
f
k
, then almost every colouring is such that every vertex can be changed by a sequence of alterations where we change
O
(log
n
) vertices at a time.
Frozen vertices are a key part of the clustering phenomena discovered using methods from statistical physics. The value of the freezing threshold was previously determined by the nonrigorous cavity method.
Publisher
Association for Computing Machinery (ACM)
Subject
Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software
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