English

Exact weights, path metrics, and algebraic Wasserstein distances

Rings and Algebras 2025-02-19 v4 Algebraic Topology

Abstract

We use weights on objects in an abelian category to define what we call a path metric. We introduce three special classes of weight: those compatible with short exact sequences; those induced by their path metric; and those which bound their path metric. We prove that these conditions are in fact equivalent, and call such weights exact. As a special case of a path metric, we obtain a distance for generalized persistence modules whose indexing category is a measure space. We use this distance to define Wasserstein distances, which coincide with the previously defined Wasserstein distances for one-parameter persistence modules. For one-parameter persistence modules, we also describe maps to and from an interval module, and we give a matrix reduction for monomorphisms and epimorphisms.

Keywords

Cite

@article{arxiv.1809.09654,
  title  = {Exact weights, path metrics, and algebraic Wasserstein distances},
  author = {Peter Bubenik and Jonathan Scott and Donald Stanley},
  journal= {arXiv preprint arXiv:1809.09654},
  year   = {2025}
}

Comments

accepted to Journal of Applied and Computational Topology, 33 pages, v4: made changes suggested by referees

R2 v1 2026-06-23T04:18:13.370Z