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arXiv math/0702463math.CO
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幂律从何而来?

Where do power laws come from?

Joshua N. Cooper, Lincoln Lu

摘要:

什么样的图的度序列分布在“标度”下是不变的?这些图总是幂律图吗?我们的答案是一个令人惊讶的“是”的稀疏图,如果我们忽略孤立的顶点,或更一般地说,度小于一个固定常数$k$的顶点。得到了随机诱导子图的度序列的一个集中结果。超图(或集系统)的情况下,也检查。

英文摘要:

What distribution of graphical degree sequence is invariant under ``scaling''? Are these graphs always power-law graphs? We show the answer is a surprising ``yes'' for sparse graphs if we ignore isolated vertices, or more generally, the vertices with degrees less than a fixed constant $k$. We obtain a concentration result on the degree sequence of a random induced subgraph. The case of hypergraphs (or set-systems) is also examined.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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