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Fractal Geometry and Stochastics VIAsymptotics of Integrals of Betti Numbers for Random Simplicial Complex Processes

Fractal Geometry and Stochastics VI: Asymptotics of Integrals of Betti Numbers for Random... [We discuss a higher-dimensional analogue of Frieze’s ζ(3)-limit theorem for the Erdős–Rényi graph process applied to a family of increasing random simplicial complexes. In particular, we consider the time integrals of Betti numbers, which are interpreted as lifetime sums in the context of persistent homologies. We survey some recent results regarding their asymptotic behavior that answer some questions posed in an earlier study by Hiraoka and Shirai.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Fractal Geometry and Stochastics VIAsymptotics of Integrals of Betti Numbers for Random Simplicial Complex Processes

Part of the Progress in Probability Book Series (volume 76)
Editors: Freiberg, Uta; Hambly, Ben; Hinz, Michael; Winter, Steffen

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References (21)

Publisher
Springer International Publishing
Copyright
© Springer Nature Switzerland AG 2021
ISBN
978-3-030-59648-4
Pages
125 –140
DOI
10.1007/978-3-030-59649-1_6
Publisher site
See Chapter on Publisher Site

Abstract

[We discuss a higher-dimensional analogue of Frieze’s ζ(3)-limit theorem for the Erdős–Rényi graph process applied to a family of increasing random simplicial complexes. In particular, we consider the time integrals of Betti numbers, which are interpreted as lifetime sums in the context of persistent homologies. We survey some recent results regarding their asymptotic behavior that answer some questions posed in an earlier study by Hiraoka and Shirai.]

Published: Mar 24, 2021

Keywords: Random simplicial complex; Betti number; Persistent homology; Lifetime sum; Primary: 60D05; Secondary: 05C80; 55U10; 05E45; 60C05

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