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The Structure and Stability of Persistence Modules
- 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.
- Subjects :
- [MATH.MATH-AT]Mathematics [math]/Algebraic Topology [math.AT]
010102 general mathematics
computational topology
010103 numerical & computational mathematics
Persistent homology
0101 mathematics
stability
[INFO.INFO-CG]Computer Science [cs]/Computational Geometry [cs.CG]
01 natural sciences
persistence modules
Subjects
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