Exploring Information Geometry : Recent Advances and Connections to Topological Field Theory

Language: English

Published by Springer, 2026

3032230535 / 9783032230539

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

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Druck auf Anfrage Neuware - Printed after ordering - This book offers a clear and accessible pathway into information geometry for advanced undergraduate and graduate students. Readers will be guided from the fundamentals of topology and differentiable manifolds to the more advanced concepts of probability geometry and Frobenius manifolds in an intuitive manner, allowing them to build their knowledge gradually. Divided into three main parts, the first provides a concise introduction to differential topology and geometry, emphasizing the role of smooth manifolds, connections, and curvature in the formulation of geometric structures. Part II is then devoted to probability, measures, and statistics, where the notion of a probability space is refined into a geometric object, thus paving the way for a deeper mathematical understanding of statistical models. Finally, the third part introduces Frobenius manifolds, revealing their surprising connection to exponential families of probability distributions and, more broadly, their role in the geometry of information. Throughout all the chapters, there are exercises to test understanding, as well as solutions to some of the more challenging problems to aid learning.…

Seller Inventory # 9783032230539

Title
Exploring Information Geometry : Recent Advances and Connections to Topological Field Theory
Author
Hanna K. Nencka
Publisher
Springer
Publication year
2026
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3032230535
ISBN 13
9783032230539
Item weight
488 grams
Dimensions
240x168x16 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

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