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The structure and stability of persistence modules
This book is a comprehensive treatment of the theory of persistence modules over the real line. It presents a set of mathematical tools to analyse the structure and to establish the stability of such modules, providing a sound mathematical framework for the study of persistence diagrams. Completely...
Autores principales: | , , , |
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Lenguaje: | eng |
Publicado: |
Springer
2016
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-3-319-42545-0 http://cds.cern.ch/record/2229614 |
_version_ | 1780952496138616832 |
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author | Chazal, Frédéric de Silva, Vin Glisse, Marc Oudot, Steve |
author_facet | Chazal, Frédéric de Silva, Vin Glisse, Marc Oudot, Steve |
author_sort | Chazal, Frédéric |
collection | CERN |
description | This book is a comprehensive treatment of the theory of persistence modules over the real line. It presents a set of mathematical tools to analyse the structure and to establish the stability of such modules, providing a sound mathematical framework for the study of persistence diagrams. Completely self-contained, this brief introduces the notion of persistence measure and makes extensive use of a new calculus of quiver representations to facilitate explicit computations. Appealing to both beginners and experts in the subject, The Structure and Stability of Persistence Modules provides a purely algebraic presentation of persistence, and thus complements the existing literature, which focuses mainly on topological and algorithmic aspects. |
id | cern-2229614 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2016 |
publisher | Springer |
record_format | invenio |
spelling | cern-22296142021-04-21T19:28:33Zdoi:10.1007/978-3-319-42545-0http://cds.cern.ch/record/2229614engChazal, Frédéricde Silva, VinGlisse, MarcOudot, SteveThe structure and stability of persistence modulesMathematical Physics and MathematicsThis book is a comprehensive treatment of the theory of persistence modules over the real line. It presents a set of mathematical tools to analyse the structure and to establish the stability of such modules, providing a sound mathematical framework for the study of persistence diagrams. Completely self-contained, this brief introduces the notion of persistence measure and makes extensive use of a new calculus of quiver representations to facilitate explicit computations. Appealing to both beginners and experts in the subject, The Structure and Stability of Persistence Modules provides a purely algebraic presentation of persistence, and thus complements the existing literature, which focuses mainly on topological and algorithmic aspects.Springeroai:cds.cern.ch:22296142016 |
spellingShingle | Mathematical Physics and Mathematics Chazal, Frédéric de Silva, Vin Glisse, Marc Oudot, Steve The structure and stability of persistence modules |
title | The structure and stability of persistence modules |
title_full | The structure and stability of persistence modules |
title_fullStr | The structure and stability of persistence modules |
title_full_unstemmed | The structure and stability of persistence modules |
title_short | The structure and stability of persistence modules |
title_sort | structure and stability of persistence modules |
topic | Mathematical Physics and Mathematics |
url | https://dx.doi.org/10.1007/978-3-319-42545-0 http://cds.cern.ch/record/2229614 |
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