The Structure and Stability of Persistence Modules
Author | : Frédéric Chazal |
Publisher | : Springer |
Total Pages | : 123 |
Release | : 2016-10-08 |
ISBN-10 | : 9783319425450 |
ISBN-13 | : 3319425455 |
Rating | : 4/5 (50 Downloads) |
Download or read book The Structure and Stability of Persistence Modules written by Frédéric Chazal and published by Springer. This book was released on 2016-10-08 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.