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 . As such, the behavior of persistence modules -- graded modules over 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.
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