Categorification of persistent homology
Algebraic Topology
2014-05-13 v3 Computational Geometry
Category Theory
Abstract
We redevelop persistent homology (topological persistence) from a categorical point of view. The main objects of study are diagrams, indexed by the poset of real numbers, in some target category. The set of such diagrams has an interleaving distance, which we show generalizes the previously-studied bottleneck distance. To illustrate the utility of this approach, we greatly generalize previous stability results for persistence, extended persistence, and kernel, image and cokernel persistence. We give a natural construction of a category of interleavings of these diagrams, and show that if the target category is abelian, so is this category of interleavings.
Cite
@article{arxiv.1205.3669,
title = {Categorification of persistent homology},
author = {Peter Bubenik and Jonathan A. Scott},
journal= {arXiv preprint arXiv:1205.3669},
year = {2014}
}
Comments
27 pages, v3: minor changes, to appear in Discrete & Computational Geometry