Interval Decomposition of Infinite Persistence Modules over a Principal Ideal Domain
By: Jiajie Luo, Gregory Henselman-Petrusek
Potential Business Impact:
Finds patterns in changing data.
We study pointwise free and finitely-generated persistence modules over a principal ideal domain, indexed by a (possibly infinite) totally-ordered poset category. We show that such persistence modules admit interval decompositions if and only if every structure map has free cokernel. We also show that, in torsion-free settings, the integer persistent homology module of a filtration of topological spaces admits an interval decomposition if and only if the associated persistence diagram is invariant to the choice of coefficient field. These results generalize prior work where the indexing category is finite.
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