English

A Lattice for Persistence

Rings and Algebras 2014-02-03 v4 Computational Geometry Algebraic Topology

Abstract

The intrinsic connection between lattice theory and topology is fairly well established, For instance, the collection of open subsets of a topological subspace always forms a distributive lattice. Persistent homology has been one of the most prominent areas of research in computational topology in the past 20 years. In this paper we will introduce an alternative interpretation of persistence based on the study of the order structure of its correspondent lattice. Its algorithmic construction leads to two operations on homology groups which describe a diagram of spaces as a complete Heyting algebra, which is a generalization of a Boolean algebra. We investigate some of the properties of this lattice, the algorithmic implications of it, and some possible applications.

Keywords

Cite

@article{arxiv.1307.4192,
  title  = {A Lattice for Persistence},
  author = {Primož Škraba and João Pita Costa},
  journal= {arXiv preprint arXiv:1307.4192},
  year   = {2014}
}

Comments

20 pages + appendix

R2 v1 2026-06-22T00:52:06.983Z