Algebraic and combinatorial expansion in random simplicial complexes. Issue 3 (16th July 2021)

• Record Type: Journal Article
• Authors: Fountoulakis, Nikolaos; Przykucki, Michał
• Is Part Of: Random structures & algorithms. Volume 60:Issue 3(2022)
• Page Start: 339
• Page End: 366
• Publication Date: 2021-07-16
• Subjects: Cheeger constant -- conductance -- Laplace operator -- random simplicial complexes; Random graphs -- Periodicals; Mathematical analysis -- Periodicals; 519
• DOI: 10.1002/rsa.21036
• Languages: English
• ISSNs: 1042-9832

Abstract

Abstract: In this paper we consider the expansion properties and the spectrum of the combinatorial Laplace operator of a d ‐dimensional Linial–Meshulam random simplicial complex, above the cohomological connectivity threshold. We consider the spectral gap of the Laplace operator and the Cheeger constant as this was introduced by Parzanchevski, Rosenthal, and Tessler. We show that with high probability the spectral gap of the random simplicial complex as well as the Cheeger constant are both concentrated around the minimum co‐degree of among all ( d − 1 ) ‐faces. Furthermore, we consider a random walk on such a complex, which generalizes the standard random walk on a graph. We show that the associated conductance is with high probability bounded away from 0, resulting in a bound on the mixing time that is logarithmic in the number of vertices of the complex.