Realizations of Indecomposable Persistence Modules of Arbitrarily Large Dimension
Abstract
While persistent homology has taken strides towards becoming a wide-spread tool for data analysis, multidimensional persistence has proven more difficult to apply. One reason is the serious drawback of no longer having a concise and complete descriptor analogous to the persistence diagrams of the former. We propose a simple algebraic construction to illustrate the existence of infinite families of indecomposable persistence modules over regular grids of sufficient size. On top of providing a constructive proof of representation infinite type, we also provide realizations by topological spaces and Vietoris-Rips filtrations, showing that they can actually appear in real data and are not the product of degeneracies.
Cite
@article{arxiv.1803.05722,
title = {Realizations of Indecomposable Persistence Modules of Arbitrarily Large Dimension},
author = {Mickaël Buchet and Emerson G. Escolar},
journal= {arXiv preprint arXiv:1803.05722},
year = {2018}
}
Comments
18 pages. Expanded version of the conference paper that appeared in SoCG 2018