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A Taste of Inverse Problems: Basic Theory and Examples, Martin Hanke


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Цена: 53090.00T
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Автор: Martin Hanke
Название:  A Taste of Inverse Problems: Basic Theory and Examples
ISBN: 9781611974935
Издательство: Mare Nostrum (Eurospan)
Классификация:



ISBN-10: 1611974933
Обложка/Формат: Paperback
Страницы: 162
Вес: 0.39 кг.
Дата издания: 30.11.2017
Серия: Mathematics
Язык: English
Размер: 182 x 255 x 18
Читательская аудитория: Professional and scholarly
Ключевые слова: Applied mathematics,Maths for engineers
Основная тема: Applied mathematics,Maths for engineers
Подзаголовок: Basic theory and examples
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Поставляется из: Англии
Описание: Inverse problems need to be solved in order to properly interpret indirect measurements. Often, inverse problems are ill-posed and sensitive to data errors. Therefore one has to incorporate some sort of regularization to reconstruct significant information from the given data.This book presents the main achievements that have emerged in regularization theory over the past 50 years, focusing on linear ill-posed problems and the development of methods that can be applied to them. Some of this material has previously appeared only in journal articles.A Taste of Inverse Problems: Basic Theory and Examplesrigorously discusses state-of-the-art inverse problems theory, focusing on numerically relevant aspects and omitting subordinate generalizations;presents diverse real-world applications, important test cases, and possible pitfalls; andtreats these applications with the same rigor and depth as the theory.
Дополнительное описание: Applied mathematics|Maths for engineers


Introduction to the mathematical theory of inverse problems

Автор: Kirsch, Andreas
Название: Introduction to the mathematical theory of inverse problems
ISBN: 1461428513 ISBN-13(EAN): 9781461428510
Издательство: Springer
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Цена: 74490.00 T
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Описание: This book introduces the area of inverse problems. It examines basic notions and difficulties encountered with ill-posed problems and presents two special nonlinear inverse problems in detail: the inverse spectral problem and the inverse scattering problem.

Inverse problems and high-dimensional estimation

Автор: Eric Gautier and Pierre Alquier
Название: Inverse problems and high-dimensional estimation
ISBN: 3642199887 ISBN-13(EAN): 9783642199882
Издательство: Springer
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Цена: 102480.00 T
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Описание: The product of a high-flying summer school in Paris in 2009, this volume synthesises the state of the art on ill-posed statistical inverse problems and high-dimensional estimation and explores the ways these techniques can be applied to economics.

Inverse problems in ordinary differential equations and applications

Автор: Llibre, Jaume Ramirez, Fellow In Strategy And Director Of The Oxford Scenarios Programme Rafael (department Of Management And Human Resources, Hec-par
Название: Inverse problems in ordinary differential equations and applications
ISBN: 3319263374 ISBN-13(EAN): 9783319263373
Издательство: Springer
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Цена: 88500.00 T
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Описание: This book is dedicated to study the inverse problem of ordinary differential equations, that is it focuses in finding all ordinary differential equations that satisfy a given set of properties.

Parameter Identification and Inverse Problems in Hydrology, Geology and Ecology

Автор: Johannes Gottlieb; Paul DuChateau
Название: Parameter Identification and Inverse Problems in Hydrology, Geology and Ecology
ISBN: 9401072639 ISBN-13(EAN): 9789401072632
Издательство: Springer
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Цена: 174150.00 T
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Inverse Problems, Tomography, and Image Processing

Автор: Alexander G. Ramm
Название: Inverse Problems, Tomography, and Image Processing
ISBN: 1489919007 ISBN-13(EAN): 9781489919007
Издательство: Springer
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Цена: 95770.00 T
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Описание: Proceedings of Sessions from the First Congress of the International Society for Analysis, Applications, and Computind held in Newark, Delaware, June 2-6, 1997

Inverse Problems for Partial Differential Equations

Автор: Victor Isakov
Название: Inverse Problems for Partial Differential Equations
ISBN: 3319516574 ISBN-13(EAN): 9783319516578
Издательство: Springer
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Цена: 111790.00 T
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Описание: By presenting the data in a readable and informative manner, the book introduces both scientific and engineering researchers as well as graduate students to the significant work done in this area in recent years, relating it to broader themes in mathematical analysis.

Carleman Estimates and Applications to Inverse Problems for Hyperbolic Systems

Автор: Mourad Bellassoued; Masahiro Yamamoto
Название: Carleman Estimates and Applications to Inverse Problems for Hyperbolic Systems
ISBN: 4431565981 ISBN-13(EAN): 9784431565987
Издательство: Springer
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Цена: 88500.00 T
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Описание: This book is a self-contained account of the method based on Carleman estimates for inverse problems of determining spatially varying functions of differential equations of the hyperbolic type by non-overdetermining data of solutions.

Inverse Problems: Tikhonov Theory and Algorithms

Автор: Ito Kazufumi, Jin Bangti
Название: Inverse Problems: Tikhonov Theory and Algorithms
ISBN: 9814596191 ISBN-13(EAN): 9789814596190
Издательство: World Scientific Publishing
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Цена: 118270.00 T
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Описание:

Inverse problems arise in practical applications whenever one needs to deduce unknowns from observables. This monograph is a valuable contribution to the highly topical field of computational inverse problems. Both mathematical theory and numerical algorithms for model-based inverse problems are discussed in detail. The mathematical theory focuses on nonsmooth Tikhonov regularization for linear and nonlinear inverse problems. The computational methods include nonsmooth optimization algorithms, direct inversion methods and uncertainty quantification via Bayesian inference.

The book offers a comprehensive treatment of modern techniques, and seamlessly blends regularization theory with computational methods, which is essential for developing accurate and efficient inversion algorithms for many practical inverse problems.

It demonstrates many current developments in the field of computational inversion, such as value function calculus, augmented Tikhonov regularization, multi-parameter Tikhonov regularization, semismooth Newton method, direct sampling method, uncertainty quantification and approximate Bayesian inference. It is written for graduate students and researchers in mathematics, natural science and engineering.


Large-Scale Inverse Problems and Quantification of Uncertainty

Автор: Biegler
Название: Large-Scale Inverse Problems and Quantification of Uncertainty
ISBN: 0470697431 ISBN-13(EAN): 9780470697436
Издательство: Wiley
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Цена: 118220.00 T
Наличие на складе: Поставка под заказ.
Описание: This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems.

Applications of Elliptic Carleman Inequalities to Cauchy and Inverse Problems

Автор: Choulli
Название: Applications of Elliptic Carleman Inequalities to Cauchy and Inverse Problems
ISBN: 331933641X ISBN-13(EAN): 9783319336411
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book presents a unifiedapproach to studying the stability of both elliptic Cauchy problems and selectedinverse problems. Based on elementary Carleman inequalities, it establishesthree-ball inequalities, which are the key to deriving logarithmic stabilityestimates for elliptic Cauchy problems and are also useful in proving stabilityestimates for certain elliptic inverse problems. The book presents three inverseproblems, the first of which consists in determining the surface impedance ofan obstacle from the far field pattern. The second problem investigates the detectionof corrosion by electric measurement, while the third concerns thedetermination of an attenuation coefficient from internal data, which ismotivated by a problem encountered in biomedical imaging.

Numerical Methods for Inverse Problems

Автор: Michel Kern
Название: Numerical Methods for Inverse Problems
ISBN: 1848218184 ISBN-13(EAN): 9781848218185
Издательство: Wiley
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Цена: 146730.00 T
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Описание: This book studies methods to concretely address inverse problems. An inverse problem arises when the causes that produced a given effect must be determined or when one seeks to indirectly estimate the parameters of a physical system. The author uses practical examples to illustrate inverse problems in physical sciences.


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