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An Introduction to Optimization on Smooth Manifolds, Nicolas Boumal


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Цена: 44350.00T
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Склад Англия: 2 шт.  Склад Америка: 155 шт.  
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Автор: Nicolas Boumal
Название:  An Introduction to Optimization on Smooth Manifolds
ISBN: 9781009166157
Издательство: Cambridge Academ
Классификация:


ISBN-10: 1009166158
Обложка/Формат: Paperback
Страницы: 400
Вес: 2.43 кг.
Дата издания: 16.03.2023
Язык: English
Иллюстрации: Worked examples or exercises
Размер: 154 x 230 x 24
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.

Manifolds, Vector Fields, and Differential Forms

Автор: Gross
Название: Manifolds, Vector Fields, and Differential Forms
ISBN: 3031254082 ISBN-13(EAN): 9783031254086
Издательство: Springer
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Цена: 45690.00 T
Наличие на складе: Ожидается поступление.
Описание: This textbook serves as an introduction to modern differential geometry at a level accessible to advanced undergraduate and master's students. It places special emphasis on motivation and understanding, while developing a solid intuition for the more abstract concepts. In contrast to graduate level references, the text relies on a minimal set of prerequisites: a solid grounding in linear algebra and multivariable calculus, and ideally a course on ordinary differential equations. Manifolds are introduced intrinsically in terms of coordinate patches glued by transition functions. The theory is presented as a natural continuation of multivariable calculus; the role of point-set topology is kept to a minimum. Questions sprinkled throughout the text engage students in active learning, and encourage classroom participation. Answers to these questions are provided at the end of the book, thus making it ideal for independent study. Material is further reinforced with homework problems ranging from straightforward to challenging. The book contains more material than can be covered in a single semester, and detailed suggestions for instructors are provided in the Preface.

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: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
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 manifolds

Автор: Tu, Loring W.
Название: Introduction to manifolds
ISBN: 1441973990 ISBN-13(EAN): 9781441973993
Издательство: Springer
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Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
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.

Smooth Manifolds

Автор: Rajnikant Sinha
Название: Smooth Manifolds
ISBN: 813222955X ISBN-13(EAN): 9788132229551
Издательство: Springer
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Цена: 55890.00 T
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.

Smooth Manifolds

Автор: Claudio Gorodski
Название: Smooth Manifolds
ISBN: 3030497747 ISBN-13(EAN): 9783030497743
Издательство: Springer
Рейтинг:
Цена: 46570.00 T
Наличие на складе: Невозможна поставка.
Описание: This concise and practical textbook presents the essence of the theory on smooth manifolds. A key concept in mathematics, smooth manifolds are ubiquitous: They appear as Riemannian manifolds in differential geometry;

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
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Цена: 93910.00 T
Наличие на складе: Нет в наличии.

Smooth Manifolds

Автор: Sinha Rajinikant
Название: Smooth Manifolds
ISBN: 8132221036 ISBN-13(EAN): 9788132221036
Издательство: Springer
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Цена: 55890.00 T
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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.

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: 42240.00 T
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.


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: 153720.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
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.

Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods

Автор: Masao Fukushima; Liqun Qi
Название: Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods
ISBN: 1441948058 ISBN-13(EAN): 9781441948052
Издательство: Springer
Рейтинг:
Цена: 153720.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The concept of "reformulation" has long been playing an important role in mathematical programming. A classical example is the penalization technique in constrained optimization that transforms the constraints into the objective function via a penalty function thereby reformulating a constrained problem as an equivalent or approximately equivalent unconstrained problem. More recent trends consist of the reformulation of various mathematical programming prob- lems, including variational inequalities and complementarity problems, into equivalent systems of possibly nonsmooth, piecewise smooth or semismooth nonlinear equations, or equivalent unconstrained optimization problems that are usually differentiable, but in general not twice differentiable. Because of the recent advent of various tools in nonsmooth analysis, the reformulation approach has become increasingly profound and diversified. In view of growing interests in this active field, we planned to organize a cluster of sessions entitled "Reformulation - Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods" in the 16th International Symposium on Mathematical Programming (ismp97) held at Lausanne EPFL, Switzerland on August 24-29, 1997. Responding to our invitation, thirty-eight people agreed to give a talk within the cluster, which enabled us to organize thirteen sessions in total. We think that it was one of the largest and most exciting clusters in the symposium. Thanks to the earnest support by the speakers and the chairpersons, the sessions attracted much attention of the participants and were filled with great enthusiasm of the audience.

Manifolds, Tensors, and Forms

Автор: Renteln
Название: Manifolds, Tensors, and Forms
ISBN: 1107042194 ISBN-13(EAN): 9781107042193
Издательство: Cambridge Academ
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Цена: 71810.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Providing a succinct yet comprehensive treatment of the essentials of modern differential geometry and topology, this book`s clear prose and informal style make it accessible to advanced undergraduate and graduate students in mathematics and the physical sciences. It features over 250 detailed exercises and discusses a variety of applications.

Introduction to Geometry and Topology

Автор: Stern
Название: Introduction to Geometry and Topology
ISBN: 3034809824 ISBN-13(EAN): 9783034809825
Издательство: Springer
Рейтинг:
Цена: 41920.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides an introduction to topology, differential topology, and differential geometry. It is based on manuscripts refined through use in a variety of lecture courses. The first chapter covers elementary results and concepts from point-set topology. An exception is the Jordan Curve Theorem, which is proved for polygonal paths and is intended to give students a first glimpse into the nature of deeper topological problems. The second chapter of the book introduces manifolds and Lie groups, and examines a wide assortment of examples. Further discussion explores tangent bundles, vector bundles, differentials, vector fields, and Lie brackets of vector fields. This discussion is deepened and expanded in the third chapter, which introduces the de Rham cohomology and the oriented integral and gives proofs of the Brouwer Fixed-Point Theorem, the Jordan-Brouwer Separation Theorem, and Stokes's integral formula. The fourth and final chapter is devoted to the fundamentals of differential geometry and traces the development of ideas from curves to submanifolds of Euclidean spaces. Along the way, the book discusses connections and curvature--the central concepts of differential geometry. The discussion culminates with the Gau? equations and the version of Gau?'s theorema egregium for submanifolds of arbitrary dimension and codimension. This book is primarily aimed at advanced undergraduates in mathematics and physics and is intended as the template for a one- or two-semester bachelor's course.


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