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The Structure and Stability of Persistence Modules

eBook - SpringerBriefs in Mathematics

Oudot, Steve/de Silva, Vin/Chazal, Frédéric et al
Erschienen am 08.10.2016
CHF 111,00
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Bibliografische Daten
ISBN/EAN: 9783319425450
Sprache: Englisch
Umfang: 0 S., 2.26 MB
Auflage: 1. Auflage 2016
E-Book
Format: PDF
DRM: Digitales Wasserzeichen

Beschreibung

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.

Inhalt

Introduction.- Persistence Modules.- Rectangle Measures.- Interleaving.- The Isometry Theorem.- Variations.- References.- Index.

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