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Higher interpolation and extension for persistence modules
- Source :
- SIAM Journal on Applied Algebra and Geometry, 2017, 1(1), 272-284
- Publication Year :
- 2016
-
Abstract
- The use of topological persistence in contemporary data analysis has provided considerable impetus for investigations into the geometric and functional-analytic structure of the space of persistence modules. In this paper, we isolate a coherence criterion which guarantees the extensibility of non-expansive maps into this space across embeddings of the domain to larger ambient metric spaces. Our coherence criterion is category-theoretic, allowing Kan extensions to provide the desired extensions. Our main construction gives an isometric embedding of a metric space into the metric space of persistence modules with values in the spacetime of this metric space. As a consequence of such "higher interpolation", it becomes possible to compare Vietoris-Rips and \v{C}ech complexes built within the space of persistence modules.<br />Comment: 12 Pages, 2 Figures
- Subjects :
- Mathematics - Algebraic Topology
Mathematics - Category Theory
55N99, 46A22, 18A40
Subjects
Details
- Database :
- arXiv
- Journal :
- SIAM Journal on Applied Algebra and Geometry, 2017, 1(1), 272-284
- Publication Type :
- Report
- Accession number :
- edsarx.1603.07406
- Document Type :
- Working Paper
- Full Text :
- https://doi.org/10.1137/16M1100472