Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Chazal, Frédéric, de Silva, Vin, Glisse, Marc, Oudot, Steve
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-42545-0
http://cds.cern.ch/record/2229614
_version_ 1780952496138616832
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
work_keys_str_mv AT chazalfrederic thestructureandstabilityofpersistencemodules
AT desilvavin thestructureandstabilityofpersistencemodules
AT glissemarc thestructureandstabilityofpersistencemodules
AT oudotsteve thestructureandstabilityofpersistencemodules
AT chazalfrederic structureandstabilityofpersistencemodules
AT desilvavin structureandstabilityofpersistencemodules
AT glissemarc structureandstabilityofpersistencemodules
AT oudotsteve structureandstabilityofpersistencemodules