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The Structure and Stability of Persistence Modules

Authors :
Frédéric Chazal
Vin de Silva
Marc Glisse
Steve Oudot
Understanding the Shape of Data (DATASHAPE)
Inria Sophia Antipolis - Méditerranée (CRISAM)
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Inria Saclay - Ile de France
Institut National de Recherche en Informatique et en Automatique (Inria)
Geometric computing (GEOMETRICA)
Department of Mathematics - Pomona College
Pomona College
ANR-13-BS01-0008,TopData,Analyse Topologique des Données : Méthodes Statistiques et Estimation(2013)
European Project: 339025,EC:FP7:ERC,ERC-2013-ADG,GUDHI(2014)
Source :
Springer Verlag, pp.VII, 116, 2016, SpringerBriefs in Mathematics, 978-3-319-42543-6, SpringerBriefs in Mathematics ISBN: 9783319425436
Publication Year :
2016
Publisher :
HAL CCSD, 2016.

Abstract

International audience; 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.

Details

Language :
English
ISBN :
978-3-319-42543-6
ISBNs :
9783319425436
Database :
OpenAIRE
Journal :
Springer Verlag, pp.VII, 116, 2016, SpringerBriefs in Mathematics, 978-3-319-42543-6, SpringerBriefs in Mathematics ISBN: 9783319425436
Accession number :
edsair.doi.dedup.....4eb01c5be71cc6667c5c0bdd8a9fa2a6