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Invariants for tame parametrised chain complexes
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematics (Div.).ORCID iD: 0000-0002-2665-9001
Univ Modena & Reggio Emilia, Dipartimento Sci & Metodi Ingn, Via Giovanni Amendola 2, I-42122 Reggio Emilia, RE, Italy..
Univ Modena & Reggio Emilia, Dipartimento Sci & Metodi Ingn, Via Giovanni Amendola 2, I-42122 Reggio Emilia, RE, Italy..
2021 (English)In: Homology, Homotopy and Applications, ISSN 1532-0073, E-ISSN 1532-0081, Vol. 23, no 2, p. 183-213Article in journal (Refereed) Published
Abstract [en]

We set the foundations for a new approach to Topological Data Analysis (TDA) based on homotopical methods at the chain complex level. We present the category of tame parametrised chain complexes as a comprehensive environment that includes several cases that usually TDA handles separately, such as persistence modules, zigzag modules, and commutative ladders. We extract new invariants in this category using a model structure and various minimal cofibrant approximations. Such approximations and their invariants retain some of the topological, and not just homological, aspects of the objects they approximate.

Place, publisher, year, edition, pages
International Press of Boston , 2021. Vol. 23, no 2, p. 183-213
Keywords [en]
topological data analysis, cofibrant approximation, minimality, persistence theory
National Category
Algebra and Logic Geometry
Identifiers
URN: urn:nbn:se:kth:diva-304303DOI: 10.4310/HHA.2021.v23.n2.a11ISI: 000707375800008Scopus ID: 2-s2.0-85099537283OAI: oai:DiVA.org:kth-304303DiVA, id: diva2:1607405
Note

QC 20211101

Available from: 2021-11-01 Created: 2021-11-01 Last updated: 2023-07-06Bibliographically approved

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Chachólski, Wojciech

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