arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2207.04799math.COmath.PR
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具有给定超边大小分布的随机超图的连通性

Connectivity of random hypergraphs with a given hyperedge size distribution

Elmer Bergman, Lasse Leskelä

AI总结:

本文研究超边大小分布为重尾且允许超大边的随机超图,证明其连通性阈值主要由平均超边大小决定,对分布形状和高阶矩不敏感,并将结果推广到随机交集图模型。

摘要:

本文讨论具有不同超边大小的随机超图,允许出现大小趋于无穷大的大超边,以及重尾的极限超边大小分布。主要结果描述了随机超图以高概率连通的阈值,并表明在温和的正则性假设下,平均超边大小足以刻画连通性。特别地,在大多数情况下,连通性阈值对超边大小分布的形状和高阶矩不敏感。对于相关的随机交集图模型,也给出了类似的结果。

英文摘要:

This article discusses random hypergraphs with varying hyperedge sizes, admitting large hyperedges with size tending to infinity, and heavy-tailed limiting hyperedge size distributions. The main result describes a threshold for the random hypergraph to be connected with high probability, and shows that the average hyperedge size suffices to characterise connectivity under mild regularity assumptions. Especially, the connectivity threshold is in most cases insensitive to the shape and higher moments of the hyperedge size distribution. Similar results are also provided for related random intersection graph models.

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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