K核问题的简单解决方案
A simple solution to the k-core problem
摘要:
研究了具有给定度序列的n阶随机(多)图的k-核。我们让n趋于无穷大。然后,在度序列的一些正则性条件下,我们给出了度序列的渐近形状的条件,这意味着有很高的概率k-核是空的,以及其他条件,这意味着有很高的概率k-核是非空的,其顶点和边集的大小满足大数定律;在适当的假设下,这是仅有的两种可能性。特别地,我们恢复了Pittel,Spencer和Wormald关于G(n,p)和G(n,m)中k-核的存在性和大小的结果.我们的方法是基于独立随机变量的经验分布的性质,并导致简单的证明。
英文摘要:
We study the k-core of a random (multi)graph on n vertices with a given degree sequence. We let n tend to infinity. Then, under some regularity conditions on the degree sequences, we give conditions on the asymptotic shape of the degree sequence that imply that with high probability the k-core is empty, and other conditions that imply that with high probability the k-core is non-empty and the sizes of its vertex and edge sets satisfy a law of large numbers; under suitable assumptions these are the only two possibilities. In particular, we recover the result by Pittel, Spencer and Wormald on the existence and size of a k-core in G(n,p) and G(n,m). Our method is based on the properties of empirical distributions of independent random variables, and leads to simple proofs.
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