Arithmetic Progression Hypergraphs: Examining the Second Moment Method

M. Mitzenmacher
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Abstract

In many data structure settings, it has been shown that using "double hashing" in place of standard hashing, by which we mean choosing multiple hash values according to an arithmetic progression instead of choosing each hash value independently, has asymptotically negligible difference in performance. We attempt to extend these ideas beyond data structure settings by considering how threshold arguments based on second moment methods can be generalized to "arithmetic progression" versions of problems. With this motivation, we define a novel "quasi-random" hypergraph model, random arithmetic progression (AP) hypergraphs, which is based on edges that form arithmetic progressions and unifies many previous problems. Our main result is to show that second moment arguments for 3-NAE-SAT and 2-coloring of 3-regular hypergraphs extend to the double hashing setting. We leave several open problems related to these quasi-random hypergraphs and the thresholds of associated problem variations.
等差数列超图:检验二阶矩法
在许多数据结构设置中,已经证明使用“双哈希”来代替标准哈希,我们的意思是根据等差数列选择多个哈希值,而不是独立选择每个哈希值,在性能上的差异逐渐可以忽略不计。通过考虑如何将基于第二矩方法的阈值参数推广到“等差级数”版本的问题,我们试图将这些想法扩展到数据结构设置之外。基于这一动机,我们定义了一种新的“准随机”超图模型——随机等差数列(random arithmetic progression, AP)超图,它基于等差数列形成的边,并统一了以前的许多问题。我们的主要结果是表明3-NAE-SAT和3-正则超图的2-着色的第二矩参数扩展到双哈希设置。我们留下了几个与这些准随机超图相关的开放问题以及相关问题变化的阈值。
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