从格拉斯曼膨胀到简单高维膨胀

Louis Golowich
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引用次数: 0

摘要

本文给出了具有任意良好局域谱展开式的次多项式次简单复形的一种新构造。在此之前,已知的具有任意良好展开且小于多项式次的高维展开器(hdx)是基于Ramanujan复形和coset复形两种结构之一。相比之下,我们的结构是在群$\mathbb{F}_2^k$上的Cayley复合体,Cayley发电机组由Grassmannian HDX给出。我们的构建部分是由我们提出的Grassmannian hdx的编码理论解释驱动的,它提供了Grassmannian hdx,简单hdx和LDPC代码之间的正式联系。我们应用这一解释证明了$\mathbb{F}_2^k$上Cayley简单配合物$\mathbb{F}_2$上1-同源群的一般性质。利用这一结果,我们在$N$顶点上构造了具有任意良好局部展开的简单复形,其1-同调群的维数增长为$\Omega(\log^2N)$。在文献中没有先前的结构被证明可以实现如此大的1-同源群。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
From Grassmannian to Simplicial High-Dimensional Expanders
In this paper, we present a new construction of simplicial complexes of subpolynomial degree with arbitrarily good local spectral expansion. Previously, the only known high-dimensional expanders (HDXs) with arbitrarily good expansion and less than polynomial degree were based on one of two constructions, namely Ramanujan complexes and coset complexes. In contrast, our construction is a Cayley complex over the group $\mathbb{F}_2^k$, with Cayley generating set given by a Grassmannian HDX. Our construction is in part motivated by a coding-theoretic interpretation of Grassmannian HDXs that we present, which provides a formal connection between Grassmannian HDXs, simplicial HDXs, and LDPC codes. We apply this interpretation to prove a general characterization of the 1-homology groups over $\mathbb{F}_2$ of Cayley simplicial complexes over $\mathbb{F}_2^k$. Using this result, we construct simplicial complexes on $N$ vertices with arbitrarily good local expansion for which the dimension of the 1-homology group grows as $\Omega(\log^2N)$. No prior constructions in the literature have been shown to achieve as large a 1-homology group.
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