Bestvina-Brady discrete Morse theory and Vietoris-Rips complexes
Matthew C. B. Zaremsky

TL;DR
This paper introduces new metric criteria using a generalized Bestvina-Brady Morse theory to analyze the homotopy types of Vietoris-Rips complexes, with applications in topological data analysis and geometric group theory.
Contribution
It develops the Morse and Link Criteria to determine homotopy types of Vietoris-Rips complexes and applies these to groups acting on metric spaces, extending understanding in both data analysis and group theory.
Findings
Recovered homotopy types of $VR_t(S^n)$ for spheres.
Proved groups acting on spaces satisfying the Link Criterion admit actions on contractible complexes.
Identified classes of groups with contractible Vietoris-Rips complexes using combings.
Abstract
We inspect Vietoris-Rips complexes of certain metric spaces using a new generalization of Bestvina-Brady discrete Morse theory. Our main result is a pair of metric criteria on , called the Morse Criterion and Link Criterion, that allow us to deduce information about the homotopy types of certain . One application is to topological data analysis, specifically persistence of homotopy type for certain Vietoris-Rips complexes. For example we recover some results of Adamaszek-Adams and Hausmann regarding homotopy types of . Another application is to geometric group theory; we prove that any group acting geometrically on a metric space satisfying a version of the Link Criterion admits a geometric action on a contractible simplicial complex, which has implications for the finiteness properties of the group. This applies for example to asymptotically…
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Taxonomy
TopicsTopological and Geometric Data Analysis
