English

The Fiber of Persistent Homology for simplicial complexes

Algebraic Topology 2022-04-12 v3

Abstract

We study the inverse problem for persistent homology: For a fixed simplicial complex KK, we analyse the fiber of the continuous map PH\mathrm{PH} on the space of filters that assigns to a filter f:KRf: K \to \mathbb R the total barcode of its associated sublevel set filtration of KK. We find that PH\mathrm{PH} is best understood as a map of stratified spaces. Over each stratum of the barcode space, the map PH\mathrm{PH} restricts to a (trivial) fiber bundle with fiber a polyhedral complex. Amongst other we derive a bound for the dimension of the fiber depending on the number of distinct endpoints in the barcode. Furthermore, taking the inverse image PH1\mathrm{PH}^{-1} can be extended to a monodromy functor on the (entrance path) category of barcodes. We demonstrate our theory on the example of the simplicial triangle giving a complete description of all fibers and monodromy maps. This example is rich enough to have a M\"obius band as one of its fibers.

Keywords

Cite

@article{arxiv.2104.01372,
  title  = {The Fiber of Persistent Homology for simplicial complexes},
  author = {Jacob Leygonie and Ulrike Tillmann},
  journal= {arXiv preprint arXiv:2104.01372},
  year   = {2022}
}

Comments

40 pages, 17 Figures. This version was accepted in the Journal of Pure and Applied Algebra and includes revisions suggested by the reviewer