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An Introduction to Optimization on Smooth Manifolds, Nicolas Boumal


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Автор: Nicolas Boumal
Название:  An Introduction to Optimization on Smooth Manifolds
ISBN: 9781009166171
Издательство: Cambridge Academ
Классификация:


ISBN-10: 1009166174
Обложка/Формат: Hardback
Страницы: 400
Вес: 0.46 кг.
Дата издания: 16.03.2023
Язык: English
Иллюстрации: Worked examples or exercises
Размер: 154 x 230 x 24
Читательская аудитория: General (us: trade)
Ключевые слова: Differential & Riemannian geometry,Optimization,Pattern recognition, MATHEMATICS / General
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: Optimization on Riemannian manifolds-the result of smooth geometry and optimization merging into one elegant modern framework-spans many areas of science and engineering, including machine learning, computer vision, signal processing, dynamical systems and scientific computing. This text introduces the differential geometry and Riemannian geometry concepts that will help students and researchers in applied mathematics, computer science and engineering gain a firm mathematical grounding to use these tools confidently in their research. Its charts-last approach will prove more intuitive from an optimizers viewpoint, and all definitions and theorems are motivated to build time-tested optimization algorithms. Starting from first principles, the text goes on to cover current research on topics including worst-case complexity and geodesic convexity. Readers will appreciate the tricks of the trade for conducting research and for numerical implementations sprinkled throughout the book.


Introduction to manifolds

Автор: Tu, Loring W.
Название: Introduction to manifolds
ISBN: 1441973990 ISBN-13(EAN): 9781441973993
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
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Описание: Manifolds, the higher-dimensional analogs of smooth curves and surfaces, are fundamental objects in modern mathematics. Combining aspects of algebra, topology, and analysis, manifolds have also been applied to classical mechanics, general relativity, and quantum field theory.

Introduction to riemannian manifolds

Автор: Lee, John M.
Название: Introduction to riemannian manifolds
ISBN: 3319917544 ISBN-13(EAN): 9783319917542
Издательство: Springer
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Цена: 6986.00 р.
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Описание: It covers proving the four most fundamental theorems relating curvature and topology: the Gauss-Bonnet Theorem, the Cartan-Hadamard Theorem, Bonnet`s Theorem, and a special case of the Cartan-Ambrose-Hicks Theorem.

Introduction to Riemannian Manifolds

Автор: Lee John M.
Название: Introduction to Riemannian Manifolds
ISBN: 3030801063 ISBN-13(EAN): 9783030801069
Издательство: Springer
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Thisbookisdesignedasatextbookforaone-quarterorone-semestergr- uate course on Riemannian geometry, for students who are familiar with topological and di?erentiable manifolds. It focuses on developing an in- mate acquaintance with the geometric meaning of curvature. In so doing, it introduces and demonstrates the uses of all the main technical tools needed for a careful study of Riemannian manifolds. I have selected a set of topics that can reasonably be covered in ten to ?fteen weeks, instead of making any attempt to provide an encyclopedic treatment of the subject. The book begins with a careful treatment of the machineryofmetrics, connections, andgeodesics, withoutwhichonecannot claim to be doing Riemannian geometry. It then introduces the Riemann curvature tensor, and quickly moves on to submanifold theory in order to give the curvature tensor a concrete quantitative interpretation. From then on, all e?orts are bent toward proving the four most fundamental theorems relating curvature and topology: the Gauss-Bonnet theorem (expressing thetotalcurvatureofasurfaceintermsofitstopologicaltype), theCartan- Hadamard theorem (restricting the topology of manifolds of nonpositive curvature), Bonnet's theorem (giving analogous restrictions on manifolds of strictly positive curvature), and a special case of the Cartan-Ambrose- Hicks theorem (characterizing manifolds of constant curvature). Many other results and techniques might reasonably claim a place in an introductory Riemannian geometry course, but could not be included due to time constraints.

Smooth Manifolds

Автор: Sinha Rajinikant
Название: Smooth Manifolds
ISBN: 8132221036 ISBN-13(EAN): 9788132221036
Издательство: Springer
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Цена: 8384.00 р.
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Описание: This book offers an introduction to the theory of smooth manifolds, helping students to familiarize themselves with the tools they will need for mathematical research on smooth manifolds and differential geometry.

Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods

Автор: Masao Fukushima; Liqun Qi
Название: Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods
ISBN: 079235320X ISBN-13(EAN): 9780792353201
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Collects papers that cover such areas as linear and nonlinear complementarity problems, variational inequality problems, nonsmooth equations and nonsmooth optimization problems, economic and network equilibrium problems, semidefinite programming problems, maximal monotone operator problems, and mathematical programs with equilibrium constraints.

Evolutionary Global Optimization, Manifolds and Applications

Автор: Aguiar E. Oliveira Junior Hime
Название: Evolutionary Global Optimization, Manifolds and Applications
ISBN: 3319799584 ISBN-13(EAN): 9783319799582
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA.

An Introduction to Differential Manifolds

Автор: LaFontaine Jacques
Название: An Introduction to Differential Manifolds
ISBN: 3319357859 ISBN-13(EAN): 9783319357850
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
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Описание: The book covers the main topics of differential geometry: manifolds, tangent space, vector fields, differential forms, Lie groups, and a few more sophisticated topics such as de Rham cohomology, degree theory and the Gauss-Bonnet theorem for surfaces.Its ambition is to give solid foundations.

An Introduction to Optimization on Smooth Manifolds

Автор: Nicolas Boumal
Название: An Introduction to Optimization on Smooth Manifolds
ISBN: 1009166158 ISBN-13(EAN): 9781009166157
Издательство: Cambridge Academ
Рейтинг:
Цена: 6653.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Optimization on Riemannian manifolds-the result of smooth geometry and optimization merging into one elegant modern framework-spans many areas of science and engineering, including machine learning, computer vision, signal processing, dynamical systems and scientific computing. This text introduces the differential geometry and Riemannian geometry concepts that will help students and researchers in applied mathematics, computer science and engineering gain a firm mathematical grounding to use these tools confidently in their research. Its charts-last approach will prove more intuitive from an optimizer's viewpoint, and all definitions and theorems are motivated to build time-tested optimization algorithms. Starting from first principles, the text goes on to cover current research on topics including worst-case complexity and geodesic convexity. Readers will appreciate the tricks of the trade for conducting research and for numerical implementations sprinkled throughout the book.

An Introduction to Smooth Manifolds

Автор: Majumdar
Название: An Introduction to Smooth Manifolds
ISBN: 9819905648 ISBN-13(EAN): 9789819905645
Издательство: Springer
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Цена: 7685.00 р.
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Описание: Targeted to graduate students of mathematics, this book discusses major topics like the Lie group in the study of smooth manifolds. It is said that mathematics can be learned by solving problems and not only by just reading it. To serve this purpose, this book contains a sufficient number of examples and exercises after each section in every chapter. Some of the exercises are routine ones for the general understanding of topics. The book also contains hints to difficult exercises. Answers to all exercises are given at the end of each section. It also provides proofs of all theorems in a lucid manner. The only pre-requisites are good working knowledge of point-set topology and linear algebra.

Smooth Manifolds and Fibre Bundles with Applications to Theoretical Physics

Автор: Johannesen, Steinar
Название: Smooth Manifolds and Fibre Bundles with Applications to Theoretical Physics
ISBN: 1498796710 ISBN-13(EAN): 9781498796712
Издательство: Taylor&Francis
Рейтинг:
Цена: 14086.00 р.
Наличие на складе: Поставка под заказ.

Smooth Manifolds

Автор: Rajnikant Sinha
Название: Smooth Manifolds
ISBN: 813222955X ISBN-13(EAN): 9788132229551
Издательство: Springer
Рейтинг:
Цена: 8384.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book offers an introduction to the theory of smooth manifolds, helping students to familiarize themselves with the tools they will need for mathematical research on smooth manifolds and differential geometry.

Introduction To Modern Finsler Geometry

Автор: Shen Yi-Bing Et Al
Название: Introduction To Modern Finsler Geometry
ISBN: 9814713163 ISBN-13(EAN): 9789814713160
Издательство: World Scientific Publishing
Цена: 6336.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

This comprehensive book is an introduction to the basics of Finsler geometry with recent developments in its area. It includes local geometry as well as global geometry of Finsler manifolds.

In Part I, the authors discuss differential manifolds, Finsler metrics, the Chern connection, Riemannian and non-Riemannian quantities. Part II is written for readers who would like to further their studies in Finsler geometry. It covers projective transformations, comparison theorems, fundamental group, minimal immersions, harmonic maps, Einstein metrics, conformal transformations, amongst other related topics. The authors made great efforts to ensure that the contents are accessible to senior undergraduate students, graduate students, mathematicians and scientists.


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