The Freezing Threshold for k-Colourings of a Random Graph

Michael Molloy
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引用次数: 38

Abstract

We determine the exact value of the freezing threshold, rfk, for k-colourings of a random graph when k≥ 14. We prove that for random graphs with density above rfk, 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 rfk, 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.
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随机图k-着色的冻结阈值
当k≥14时,我们确定随机图的k个着色的冻结阈值rfk的确切值。我们证明了对于密度大于rfk的随机图,几乎每一种颜色都是线性数量的顶点被冻结的,这意味着它们的颜色不能通过一系列的改变来改变,即我们一次改变o(n)个顶点的颜色,总是获得另一种适当的颜色。当密度低于rfk时,几乎所有的着色都是这样的,每个顶点都可以通过一系列的改变来改变,我们一次改变O(log n)个顶点。冻结顶点是使用统计物理方法发现的聚类现象的关键部分。冻结阈值以前是用非严格空腔法确定的。
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