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The structure and stability of persi...
~
Chazal, Frederic.
The structure and stability of persistence modules
Record Type:
Electronic resources : Monograph/item
Title/Author:
The structure and stability of persistence modulesby Frederic Chazal ... [et al.].
other author:
Chazal, Frederic.
Published:
Cham :Springer International Publishing :2016.
Description:
x, 120 p. :ill., digital ;24 cm.
Contained By:
Springer eBooks
Subject:
Modules (Algebra)
Online resource:
http://dx.doi.org/10.1007/978-3-319-42545-0
ISBN:
9783319425450$q(electronic bk.)
The structure and stability of persistence modules
The structure and stability of persistence modules
[electronic resource] /by Frederic Chazal ... [et al.]. - Cham :Springer International Publishing :2016. - x, 120 p. :ill., digital ;24 cm. - SpringerBriefs in mathematics,2191-8198. - SpringerBriefs in mathematics..
Introduction -- Persistence Modules -- Rectangle Measures -- Interleaving -- The Isometry Theorem -- Variations -- References -- Index.
This book is a comprehensive treatment of the theory of persistence modules over the real line. It presents a set of mathematical tools to analyse the structure and to establish the stability of such modules, providing a sound mathematical framework for the study of persistence diagrams. Completely self-contained, this brief introduces the notion of persistence measure and makes extensive use of a new calculus of quiver representations to facilitate explicit computations. Appealing to both beginners and experts in the subject, The Structure and Stability of Persistence Modules provides a purely algebraic presentation of persistence, and thus complements the existing literature, which focuses mainly on topological and algorithmic aspects.
ISBN: 9783319425450$q(electronic bk.)
Standard No.: 10.1007/978-3-319-42545-0doiSubjects--Topical Terms:
190875
Modules (Algebra)
LC Class. No.: QA247
Dewey Class. No.: 512.42
The structure and stability of persistence modules
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by Frederic Chazal ... [et al.].
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Introduction -- Persistence Modules -- Rectangle Measures -- Interleaving -- The Isometry Theorem -- Variations -- References -- Index.
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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.
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Chazal, Frederic.
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Mathematics and Statistics (Springer-11649)
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1圖書
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EB QA247 S927 2016
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1 records • Pages 1 •
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http://dx.doi.org/10.1007/978-3-319-42545-0
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