The Geometry Of Hessian Structures

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The Geometry of Hessian Structures

Author : Hirohiko Shima
Publisher : World Scientific
ISBN 13 : 9812707530
Total Pages : 261 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis The Geometry of Hessian Structures by : Hirohiko Shima

Download or read book The Geometry of Hessian Structures written by Hirohiko Shima and published by World Scientific. This book was released on 2007 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: The geometry of Hessian structures is a fascinating emerging field of research. It is in particular a very close relative of Knhlerian geometry, and connected with many important pure mathematical branches such as affine differential geometry, homogeneous spaces and cohomology. The theory also finds deep relation to information geometry in applied mathematics. This systematic introduction to the subject first develops the fundamentals of Hessian structures on the basis of a certain pair of a flat connection and a Riemannian metric, and then describes these related fields as applications of the theory."

Geometric Structures of Information

Author : Frank Nielsen
Publisher : Springer
ISBN 13 : 3030025209
Total Pages : 392 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Geometric Structures of Information by : Frank Nielsen

Download or read book Geometric Structures of Information written by Frank Nielsen and published by Springer. This book was released on 2018-11-19 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions between several branches of science: information science, mathematics and physics. It addresses interrelations between different mathematical domains like shape spaces, probability/optimization & algorithms on manifolds, relational and discrete metric spaces, computational and Hessian information geometry, algebraic/infinite dimensional/Banach information manifolds, divergence geometry, tensor-valued morphology, optimal transport theory, manifold & topology learning, and applications like geometries of audio-processing, inverse problems and signal processing. The book collects the most important contributions to the conference GSI’2017 – Geometric Science of Information.

Manifolds and Lie Groups

Author : J. Hano
Publisher : Springer Science & Business Media
ISBN 13 : 1461259878
Total Pages : 465 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Manifolds and Lie Groups by : J. Hano

Download or read book Manifolds and Lie Groups written by J. Hano and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the collection of papers dedicated to Yozo Matsushima on his 60th birthday, which took place on February 11, 1980. A conference in Geometry in honor of Professor Matsushima was held at the University of Notre Dame on May 14 and 15, 1980. Some of the papers in this volume were delivered on this occasion. 0 00 0\ - 15 S. Kobayashi, University 27 R. Ogawa, Loyola 42 P. Ryan, Indiana 1 W. Stoll 2 W. Kaup, University of of California at Berkeley University (Chicago) University at South Bend Tubing en 16 B.Y. Chen, 28 A. Howard 43 M. Kuga, SUNY at 3 G. Shimura, Michigan State University 29 D. Blair, Stony Brook Princeton University 17 G. Ludden, Michigan State University 44 W. Higgins 30 B. Smyth 4 A. Borel, Institute for Michigan State University 45 J. Curry Advanced Study 18 S. Harris, 31 A. Pradhan 46 D. Norris 32 R. Escobales, 5 Y. Matsushima University of Missouri 47 J. Spellecy Canisius College 6 Mrs. Matsushima 19 J. Beem, 48 M. Clancy 7 K. Nomizu, University of Missouri 33 L. Smiley 49 J. Rabinowitz, University 20 D. Collins, 34 C.H. Sung Brown University of Illinois at Chicago Valparaiso University 35 M. Markowitz 8 J.-1. Hano, 50 R. Richardson, Australian Washington University 36 A. Sommese 21 I. Satake, University of National University California at Berkeley 37 A. Vitter, 9 J. Carrell, University of 51 D. Lieberman, 22 H.

Geometric Structure of High-Dimensional Data and Dimensionality Reduction

Author : Jianzhong Wang
Publisher : Springer Science & Business Media
ISBN 13 : 3642274978
Total Pages : 363 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Geometric Structure of High-Dimensional Data and Dimensionality Reduction by : Jianzhong Wang

Download or read book Geometric Structure of High-Dimensional Data and Dimensionality Reduction written by Jianzhong Wang and published by Springer Science & Business Media. This book was released on 2012-04-28 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry as a framework to address various methods of dimensionality reduction. In addition to the introduction to well-known linear methods, the book moreover stresses the recently developed nonlinear methods and introduces the applications of dimensionality reduction in many areas, such as face recognition, image segmentation, data classification, data visualization, and hyperspectral imagery data analysis. Numerous tables and graphs are included to illustrate the ideas, effects, and shortcomings of the methods. MATLAB code of all dimensionality reduction algorithms is provided to aid the readers with the implementations on computers. The book will be useful for mathematicians, statisticians, computer scientists, and data analysts. It is also a valuable handbook for other practitioners who have a basic background in mathematics, statistics and/or computer algorithms, like internet search engine designers, physicists, geologists, electronic engineers, and economists. Jianzhong Wang is a Professor of Mathematics at Sam Houston State University, U.S.A.

Information Geometry

Author : Geert Verdoolaege
Publisher : MDPI
ISBN 13 : 3038976326
Total Pages : 355 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis Information Geometry by : Geert Verdoolaege

Download or read book Information Geometry written by Geert Verdoolaege and published by MDPI. This book was released on 2019-04-04 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Special Issue of the journal Entropy, titled “Information Geometry I”, contains a collection of 17 papers concerning the foundations and applications of information geometry. Based on a geometrical interpretation of probability, information geometry has become a rich mathematical field employing the methods of differential geometry. It has numerous applications to data science, physics, and neuroscience. Presenting original research, yet written in an accessible, tutorial style, this collection of papers will be useful for scientists who are new to the field, while providing an excellent reference for the more experienced researcher. Several papers are written by authorities in the field, and topics cover the foundations of information geometry, as well as applications to statistics, Bayesian inference, machine learning, complex systems, physics, and neuroscience.

Fundamentals of Differential Geometry

Author : Serge Lang
Publisher : Springer Science & Business Media
ISBN 13 : 1461205417
Total Pages : 553 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Fundamentals of Differential Geometry by : Serge Lang

Download or read book Fundamentals of Differential Geometry written by Serge Lang and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the basic concepts in differential topology, differential geometry, and differential equations, and some of the main basic theorems in all three areas. This new edition includes new chapters, sections, examples, and exercises. From the reviews: "There are many books on the fundamentals of differential geometry, but this one is quite exceptional; this is not surprising for those who know Serge Lang's books." --EMS NEWSLETTER

Methods of Information Geometry

Author : Shun-ichi Amari
Publisher : American Mathematical Soc.
ISBN 13 : 9780821843024
Total Pages : 220 pages
Book Rating : 4.8/5 (43 download)

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Book Synopsis Methods of Information Geometry by : Shun-ichi Amari

Download or read book Methods of Information Geometry written by Shun-ichi Amari and published by American Mathematical Soc.. This book was released on 2000 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information geometry provides the mathematical sciences with a fresh framework of analysis. This book presents a comprehensive introduction to the mathematical foundation of information geometry. It provides an overview of many areas of applications, such as statistics, linear systems, information theory, quantum mechanics, and convex analysis.

Differential Geometrical Foundations of Information Geometry: Geometry of Statistical Manifolds and Divergences

Author : Hiroshi Matsuzoe
Publisher :
ISBN 13 : 9789814618762
Total Pages : 350 pages
Book Rating : 4.6/5 (187 download)

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Book Synopsis Differential Geometrical Foundations of Information Geometry: Geometry of Statistical Manifolds and Divergences by : Hiroshi Matsuzoe

Download or read book Differential Geometrical Foundations of Information Geometry: Geometry of Statistical Manifolds and Divergences written by Hiroshi Matsuzoe and published by . This book was released on 2015-11-30 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Lectures on Symplectic Geometry

Author : Ana Cannas da Silva
Publisher : Springer
ISBN 13 : 354045330X
Total Pages : 220 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Lectures on Symplectic Geometry by : Ana Cannas da Silva

Download or read book Lectures on Symplectic Geometry written by Ana Cannas da Silva and published by Springer. This book was released on 2004-10-27 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of these notes is to provide a fast introduction to symplectic geometry for graduate students with some knowledge of differential geometry, de Rham theory and classical Lie groups. This text addresses symplectomorphisms, local forms, contact manifolds, compatible almost complex structures, Kaehler manifolds, hamiltonian mechanics, moment maps, symplectic reduction and symplectic toric manifolds. It contains guided problems, called homework, designed to complement the exposition or extend the reader's understanding. There are by now excellent references on symplectic geometry, a subset of which is in the bibliography of this book. However, the most efficient introduction to a subject is often a short elementary treatment, and these notes attempt to serve that purpose. This text provides a taste of areas of current research and will prepare the reader to explore recent papers and extensive books on symplectic geometry where the pace is much faster. For this reprint numerous corrections and clarifications have been made, and the layout has been improved.

Geometric Science of Information

Author : Frank Nielsen
Publisher : Springer
ISBN 13 : 3642400205
Total Pages : 863 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Geometric Science of Information by : Frank Nielsen

Download or read book Geometric Science of Information written by Frank Nielsen and published by Springer. This book was released on 2013-08-19 with total page 863 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Geometric Science of Information, GSI 2013, held in Paris, France, in August 2013. The nearly 100 papers presented were carefully reviewed and selected from numerous submissions and are organized into the following thematic sessions: Geometric Statistics on Manifolds and Lie Groups, Deformations in Shape Spaces, Differential Geometry in Signal Processing, Relational Metric, Discrete Metric Spaces, Computational Information Geometry, Hessian Information Geometry I and II, Computational Aspects of Information Geometry in Statistics, Optimization on Matrix Manifolds, Optimal Transport Theory, Probability on Manifolds, Divergence Geometry and Ancillarity, Entropic Geometry, Tensor-Valued Mathematical Morphology, Machine/Manifold/Topology Learning, Geometry of Audio Processing, Geometry of Inverse Problems, Algebraic/Infinite dimensional/Banach Information Manifolds, Information Geometry Manifolds, and Algorithms on Manifolds.

A Comprehensive Introduction to Sub-Riemannian Geometry

Author : Andrei Agrachev
Publisher : Cambridge University Press
ISBN 13 : 110847635X
Total Pages : 765 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis A Comprehensive Introduction to Sub-Riemannian Geometry by : Andrei Agrachev

Download or read book A Comprehensive Introduction to Sub-Riemannian Geometry written by Andrei Agrachev and published by Cambridge University Press. This book was released on 2019-10-31 with total page 765 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a comprehensive and self-contained introduction to sub-Riemannian geometry and its applications. For graduate students and researchers.

Progress in Information Geometry

Author : Frank Nielsen
Publisher : Springer Nature
ISBN 13 : 3030654591
Total Pages : 274 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Progress in Information Geometry by : Frank Nielsen

Download or read book Progress in Information Geometry written by Frank Nielsen and published by Springer Nature. This book was released on 2021-03-14 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on information-geometric manifolds of structured data and models and related applied mathematics. It features new and fruitful interactions between several branches of science: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis, Statistics on Manifolds, Topology/Machine/Deep Learning and Artificial Intelligence. The selection of applications makes the book a substantial information source, not only for academic scientist but it is also highly relevant for industry. The book project was initiated following discussions at the international conference GSI’2019 – Geometric Science of Information that was held at ENAC, Toulouse (France).

Recent Progress in Differential Geometry and Its Related Fields

Author : Toshiaki Adachi
Publisher : World Scientific
ISBN 13 : 981435547X
Total Pages : 207 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis Recent Progress in Differential Geometry and Its Related Fields by : Toshiaki Adachi

Download or read book Recent Progress in Differential Geometry and Its Related Fields written by Toshiaki Adachi and published by World Scientific. This book was released on 2012 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: Homogeneous Einstein metrics on generalized flag manifolds Sp(n)/(U(p) x U(q) x Sp(n - p - q)) / Andreas Arvanitoyeorgos, Ioannis Chrysikos and Yusuke Sakane -- On G2-invariants of curves in purely imaginary octonions / Misa Ohashi -- Magnetic Jacobi fields for Kahler magnetic fields / Toshiaki Adachi -- Geometry for q-exponential families / Hiroshi Matsuzoe and Atsumi Ohara -- Sasakian magnetic fields on homogeneous real hypersurfaces in a complex hyperbolic space / Tuya Bao -- TYZ expansions for some rotation invariant Kahler metrics / Todor Gramchev and Andrea Loi -- Kershner's tilings of type 6 by congruent pentagons are not Dirichlet / Atsushi Kubota and Toshiaki Adachi -- Eleven classes of almost paracontact manifolds with semi-Riemannian metric of (n + 1, n) / Galia Nakova and Simeon Zamkovoy -- Notes on geometry of q-normal distributions / Daiki Tanaya, Masaru Tanaka and Hiroshi Matsuzoe -- A remark on complex Lagrangian cones in H[symbol] / Norio Ejiri and Kazumi Tsukada -- Realizations of subgroups of G2, Spin(7) and their applications / Hideya Hashimoto and Misa Ohashi -- Bezier type almost complex structures on quaternionic Hermitian vector spaces / Milen J. Hristov

The Geometry of Schemes

Author : David Eisenbud
Publisher : Springer Science & Business Media
ISBN 13 : 0387226397
Total Pages : 265 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis The Geometry of Schemes by : David Eisenbud

Download or read book The Geometry of Schemes written by David Eisenbud and published by Springer Science & Business Media. This book was released on 2006-04-06 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Grothendieck’s beautiful theory of schemes permeates modern algebraic geometry and underlies its applications to number theory, physics, and applied mathematics. This simple account of that theory emphasizes and explains the universal geometric concepts behind the definitions. In the book, concepts are illustrated with fundamental examples, and explicit calculations show how the constructions of scheme theory are carried out in practice.

An Introduction to Riemannian Geometry

Author : Leonor Godinho
Publisher : Springer
ISBN 13 : 3319086669
Total Pages : 476 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis An Introduction to Riemannian Geometry by : Leonor Godinho

Download or read book An Introduction to Riemannian Geometry written by Leonor Godinho and published by Springer. This book was released on 2014-07-26 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike many other texts on differential geometry, this textbook also offers interesting applications to geometric mechanics and general relativity. The first part is a concise and self-contained introduction to the basics of manifolds, differential forms, metrics and curvature. The second part studies applications to mechanics and relativity including the proofs of the Hawking and Penrose singularity theorems. It can be independently used for one-semester courses in either of these subjects. The main ideas are illustrated and further developed by numerous examples and over 300 exercises. Detailed solutions are provided for many of these exercises, making An Introduction to Riemannian Geometry ideal for self-study.

Comparison Theorems in Riemannian Geometry

Author : Jeff Cheeger
Publisher : Newnes
ISBN 13 : 0444107649
Total Pages : 183 pages
Book Rating : 4.4/5 (441 download)

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Book Synopsis Comparison Theorems in Riemannian Geometry by : Jeff Cheeger

Download or read book Comparison Theorems in Riemannian Geometry written by Jeff Cheeger and published by Newnes. This book was released on 2009-01-15 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comparison Theorems in Riemannian Geometry

The Geometry of Curvature Homogeneous Pseudo-Riemannian Manifolds

Author : Peter B Gilkey
Publisher : World Scientific
ISBN 13 : 1908979275
Total Pages : 388 pages
Book Rating : 4.9/5 (89 download)

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Book Synopsis The Geometry of Curvature Homogeneous Pseudo-Riemannian Manifolds by : Peter B Gilkey

Download or read book The Geometry of Curvature Homogeneous Pseudo-Riemannian Manifolds written by Peter B Gilkey and published by World Scientific. This book was released on 2007-04-26 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pseudo-Riemannian geometry is an active research field not only in differential geometry but also in mathematical physics where the higher signature geometries play a role in brane theory. An essential reference tool for research mathematicians and physicists, this book also serves as a useful introduction to students entering this active and rapidly growing field. The author presents a comprehensive treatment of several aspects of pseudo-Riemannian geometry, including the spectral geometry of the curvature tensor, curvature homogeneity, and Stanilov–Tsankov–Videv theory. Contents:The Geometry of the Riemann Curvature TensorCurvature Homogeneous Generalized Plane Wave ManifoldsOther Pseudo-Riemannian ManifoldsThe Curvature TensorComplex Osserman Algebraic Curvature TensorsStanilov-Tsankov Theory Readership: Researchers in differential geometry and mathematical physics. Keywords:Algebraic Curvature Tensor;Curvature Homogeneous;Generalized Plane Wave Manifold;Lorentz Manifold;Osserman Conjecture;Pseudo-Riemannian Manifold;Stanilov-Tsankov-Videv TheoryKey Features:A comprehensive and self-contained discussion of curvature homogeneity in the context of pseudo-Riemannian geometryExamples which are k-curvature homogeneous of arbitrary order are providedContains a classification of complex Osserman algebraic curvature tensors given by Clifford families as well as a discussion of Stanilov-Tsankov-Videv theoryContains a comprehensive bibliographyReviews:“This book represents an essential reference tool for research mathematicians and physicists, and it also serves as a useful introduction to students entering this rapidly growing field.”Mathematical Reviews