Geometric Approaches to Persistent Homology

نویسندگان

چکیده

We introduce several geometric notions, including the width of a homology class, to theory persistent homology. These ideas provide interpretations persistence diagrams. Indeed, we give quantitative and descriptions “life span” or “persistence” class. As case study, analyze power filtration on unweighted graphs explicit bounds for life spans classes in diagrams all dimensions.

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ژورنال

عنوان ژورنال: SIAM Journal on Applied Algebra and Geometry

سال: 2022

ISSN: ['2470-6566']

DOI: https://doi.org/10.1137/21m1422914