Hyperplane Restrictions of Indecomposable $n$-Dimensional Persistence Modules
Samantha Moore

TL;DR
This paper extends the understanding of the structure of indecomposable n-dimensional persistence modules by showing they can be constructed as hyperplane restrictions of higher-dimensional modules, with applications to zigzag modules.
Contribution
It generalizes previous results by proving that any finitely presented (n-1)-dimensional persistence module with finite support is a hyperplane restriction of an indecomposable n-dimensional module.
Findings
Any finitely presented (n-1)-dimensional module is a hyperplane restriction of an indecomposable n-dimensional module.
Finite zigzag persistence modules can be realized as restrictions of indecomposable 3-dimensional modules.
The results deepen the structural understanding of multipersistence modules.
Abstract
Understanding the structure of indecomposable -dimensional persistence modules is a difficult problem, yet is foundational for studying multipersistence. To this end, Buchet and Escolar showed that any finitely presented rectangular -dimensional persistence module with finite support is a hyperplane restriction of an -dimensional persistence module. We extend this result to the following: If is any finitely presented -dimensional persistence module with finite support, then there exists an indecomposable -dimensional persistence module such that is the restriction of to a hyperplane. We also show that any finite zigzag persistence module is the restriction of some indecomposable -dimensional persistence module to a path.
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Taxonomy
TopicsTopological and Geometric Data Analysis · Data Management and Algorithms · Advanced Graph Neural Networks
