Information Geometry and Its Applications

Information Geometry and Its Applications
Author: Shun-ichi Amari
Publsiher: Springer
Total Pages: 378
Release: 2016-02-02
Genre: Mathematics
ISBN: 9784431559788

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This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, which on the whole can be read independently. A manifold with a divergence function is first introduced, leading directly to dualistic structure, the heart of information geometry. This part (Part I) can be apprehended without any knowledge of differential geometry. An intuitive explanation of modern differential geometry then follows in Part II, although the book is for the most part understandable without modern differential geometry. Information geometry of statistical inference, including time series analysis and semiparametric estimation (the Neyman–Scott problem), is demonstrated concisely in Part III. Applications addressed in Part IV include hot current topics in machine learning, signal processing, optimization, and neural networks. The book is interdisciplinary, connecting mathematics, information sciences, physics, and neurosciences, inviting readers to a new world of information and geometry. This book is highly recommended to graduate students and researchers who seek new mathematical methods and tools useful in their own fields.

Geometry and Its Applications

Geometry and Its Applications
Author: Walter A. Meyer
Publsiher: Elsevier
Total Pages: 560
Release: 2006-02-21
Genre: Mathematics
ISBN: 9780080478036

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Meyer's Geometry and Its Applications, Second Edition, combines traditional geometry with current ideas to present a modern approach that is grounded in real-world applications. It balances the deductive approach with discovery learning, and introduces axiomatic, Euclidean geometry, non-Euclidean geometry, and transformational geometry. The text integrates applications and examples throughout and includes historical notes in many chapters. The Second Edition of Geometry and Its Applications is a significant text for any college or university that focuses on geometry's usefulness in other disciplines. It is especially appropriate for engineering and science majors, as well as future mathematics teachers. Realistic applications integrated throughout the text, including (but not limited to): Symmetries of artistic patterns Physics Robotics Computer vision Computer graphics Stability of architectural structures Molecular biology Medicine Pattern recognition Historical notes included in many chapters

Differential Geometry and Its Applications

Differential Geometry and Its Applications
Author: John Oprea
Publsiher: MAA
Total Pages: 508
Release: 2007-09-06
Genre: Mathematics
ISBN: 0883857480

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This book studies the differential geometry of surfaces and its relevance to engineering and the sciences.

Geometry and its Applications in Arts Nature and Technology

Geometry and its Applications in Arts  Nature and Technology
Author: Georg Glaeser
Publsiher: Springer Nature
Total Pages: 694
Release: 2020-12-18
Genre: Mathematics
ISBN: 9783030613983

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This book returns geometry to its natural habitats: the arts, nature and technology. Throughout the book, geometry comes alive as a tool to unlock the understanding of our world. Assuming only familiarity with high school mathematics, the book invites the reader to discover geometry through examples from biology, astronomy, architecture, design, photography, drawing, engineering and more. Lavishly illustrated with over 1200 figures, all of the geometric results are carefully derived from scratch, with topics from differential, projective and non-Euclidean geometry, as well as kinematics, introduced as the need arises. The mathematical results contained in the book range from very basic facts to recent results, and mathematical proofs are included although not necessary for comprehension. With its wide range of geometric applications, this self-contained volume demonstrates the ubiquity of geometry in our world, and may serve as a source of inspiration for architects, artists, designers, engineers, and natural scientists. This new edition has been completely revised and updated, with new topics and many new illustrations.

Rigid Analytic Geometry and Its Applications

Rigid Analytic Geometry and Its Applications
Author: Jean Fresnel,Marius van der Put
Publsiher: Springer Science & Business Media
Total Pages: 303
Release: 2012-12-06
Genre: Mathematics
ISBN: 9781461200413

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Rigid (analytic) spaces were invented to describe degenerations, reductions, and moduli of algebraic curves and abelian varieties. This work, a revised and greatly expanded new English edition of an earlier French text by the same authors, presents important new developments and applications of the theory of rigid analytic spaces to abelian varieties, "points of rigid spaces," étale cohomology, Drinfeld modular curves, and Monsky-Washnitzer cohomology. The exposition is concise, self-contained, rich in examples and exercises, and will serve as an excellent graduate-level text for the classroom or for self-study.

Geometry and its Applications

Geometry and its Applications
Author: Vladimir Rovenski,Paweł Walczak
Publsiher: Springer
Total Pages: 247
Release: 2014-05-05
Genre: Mathematics
ISBN: 9783319046754

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This volume has been divided into two parts: Geometry and Applications. The geometry portion of the book relates primarily to geometric flows, laminations, integral formulae, geometry of vector fields on Lie groups and osculation; the articles in the applications portion concern some particular problems of the theory of dynamical systems, including mathematical problems of liquid flows and a study of cycles for non-dynamical systems. This Work is based on the second international workshop entitled "Geometry and Symbolic Computations," held on May 15-18, 2013 at the University of Haifa and is dedicated to modeling (using symbolic calculations) in differential geometry and its applications in fields such as computer science, tomography and mechanics. It is intended to create a forum for students and researchers in pure and applied geometry to promote discussion of modern state-of-the-art in geometric modeling using symbolic programs such as MapleTM and Mathematica® , as well as presentation of new results.

Stochastic Geometry and its Applications

Stochastic Geometry and its Applications
Author: Dietrich Stoyan,Wilfrid S. Kendall
Publsiher: Wiley
Total Pages: 458
Release: 2009-03-16
Genre: Mathematics
ISBN: 0470743646

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The Wiley Paperback Series makes valuable content more accessible to a new generation of statisticians, mathematicians and scientists. Stochastic geometry and spatial statistics play a fundamental role in many modern branches of physics, materials sciences, biology and environmental sciences. They offer successful models for the description of random two- and three-dimensional micro and macro structures and statistical methods for their analysis. The book deals with the following topics: point processes random sets random measures random shapes fibre and surface processes tessellations stereological methods. This book has served as the key reference in its field for over 20 years and is regarded as the best treatment of the subject of stochastic geometry, both as an subject with vital applications to spatial statistics and as a very interesting field of mathematics in its own right.

An Introduction to Noncommutative Differential Geometry and Its Physical Applications

An Introduction to Noncommutative Differential Geometry and Its Physical Applications
Author: J. Madore
Publsiher: Cambridge University Press
Total Pages: 381
Release: 1999-06-24
Genre: Mathematics
ISBN: 9780521659918

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A thoroughly revised introduction to non-commutative geometry.