F. Chazal, V. Silva, S. Oudot
2012.7.17GEOMETRIAE DEDICATA
tlooto Summary
The properties of the homology of different geometric filtered complexes (such as Vietoris–Rips, Čech and witness complexes) built on top of totally bounded metric spaces are studied.
Abstract
In this paper we study the properties of the homology of different geometric filtered complexes (such as Vietoris–Rips, Čech and witness complexes) built on top of totally bounded metric spaces. Using recent developments in the theory of topological persistence, we provide simple and natural proofs of the stability of the persistent homology of such complexes with respect to the Gromov–Hausdorff distance. We also exhibit a few noteworthy properties of the homology of the Rips and Čech complexes built on top of compact spaces.
Citation format
CHAZAL, F.; SILVA, V.; OUDOT, S. Persistence stability for geometric complexes [preprint]. arXiv, 2012. arXiv:1207.3885.