Topological Persistence in Geometry and Analysis

Topological Persistence in Geometry and Analysis
Author: Leonid Polterovich
Publisher: American Mathematical Soc.
Total Pages: 128
Release: 2020-05-11
Genre: Education
ISBN: 1470454955

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The theory of persistence modules originated in topological data analysis and became an active area of research in algebraic topology. This book provides a concise and self-contained introduction to persistence modules and focuses on their interactions with pure mathematics, bringing the reader to the cutting edge of current research. In particular, the authors present applications of persistence to symplectic topology, including the geometry of symplectomorphism groups and embedding problems. Furthermore, they discuss topological function theory, which provides new insight into oscillation of functions. The book is accessible to readers with a basic background in algebraic and differential topology.


Topological Persistence in Geometry and Analysis
Language: en
Pages: 128
Authors: Leonid Polterovich
Categories: Education
Type: BOOK - Published: 2020-05-11 - Publisher: American Mathematical Soc.

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The theory of persistence modules originated in topological data analysis and became an active area of research in algebraic topology. This book provides a conc
Computational Topology for Data Analysis
Language: en
Pages: 456
Authors: Tamal Krishna Dey
Categories: Mathematics
Type: BOOK - Published: 2022-03-10 - Publisher: Cambridge University Press

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Topological data analysis (TDA) has emerged recently as a viable tool for analyzing complex data, and the area has grown substantially both in its methodologies
Persistence Theory: From Quiver Representations to Data Analysis
Language: en
Pages: 218
Authors: Steve Y. Oudot
Categories:
Type: BOOK - Published: 2017-05-17 - Publisher: American Mathematical Soc.

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Persistence theory emerged in the early 2000s as a new theory in the area of applied and computational topology. This book provides a broad and modern view of t
Geometric and Topological Inference
Language: en
Pages: 247
Authors: Jean-Daniel Boissonnat
Categories: Computers
Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

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A rigorous introduction to geometric and topological inference, for anyone interested in a geometric approach to data science.
Computational Topology
Language: en
Pages: 241
Authors: Herbert Edelsbrunner
Categories: Mathematics
Type: BOOK - Published: 2022-01-31 - Publisher: American Mathematical Society

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Combining concepts from topology and algorithms, this book delivers what its title promises: an introduction to the field of computational topology. Starting wi