English

Persistence modules: Algebra and algorithms

Computational Geometry 2013-02-18 v2 Algebraic Topology Representation Theory

Abstract

Persistent homology was shown by Carlsson and Zomorodian to be homology of graded chain complexes with coefficients in the graded ring \kk[t]\kk[t]. As such, the behavior of persistence modules -- graded modules over \kk[t]\kk[t] is an important part in the analysis and computation of persistent homology. In this paper we present a number of facts about persistence modules; ranging from the well-known but under-utilized to the reconstruction of techniques to work in a purely algebraic approach to persistent homology. In particular, the results we present give concrete algorithms to compute the persistent homology of a simplicial complex with torsion in the chain complex.

Keywords

Cite

@article{arxiv.1302.2015,
  title  = {Persistence modules: Algebra and algorithms},
  author = {Primoz Skraba and Mikael Vejdemo-Johansson},
  journal= {arXiv preprint arXiv:1302.2015},
  year   = {2013}
}

Comments

28 pages, submitted to Mathematics of Computation

R2 v1 2026-06-21T23:23:09.931Z