The Freezing Threshold for k -Colourings of a Random Graph

Author:

Molloy Michael1

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.

Funder

NSERC Discovery

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

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4. Dimitris Achlioptas and Michael Molloy. 1999. Almost all graphs with 2.522n edges are not 3-colorable. Electron. J. Combin. 6 (1999) Research Paper 29. Dimitris Achlioptas and Michael Molloy. 1999. Almost all graphs with 2.522 n edges are not 3-colorable. Electron. J. Combin. 6 (1999) Research Paper 29.

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