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Inverse Problems: Tikhonov Theory and Algorithms, Ito Kazufumi, Jin Bangti


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Цена: 17741.00р.
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Автор: Ito Kazufumi, Jin Bangti
Название:  Inverse Problems: Tikhonov Theory and Algorithms
ISBN: 9789814596190
Издательство: World Scientific Publishing
Классификация:
ISBN-10: 9814596191
Обложка/Формат: Hardback
Страницы: 332
Вес: 0.61 кг.
Дата издания: 23.10.2014
Серия: Series on applied mathematics
Язык: English
Размер: 237 x 163 x 22
Читательская аудитория: College/higher education
Ключевые слова: Applied mathematics, MATHEMATICS / Applied,MATHEMATICS / Complex Analysis,MATHEMATICS / Optimization
Подзаголовок: Tikhonov theory and algorithms
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Поставляется из: Англии
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.




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: 15372.00 р.
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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.

Fixed-Point Algorithms for Inverse Problems in Science and Engineering

Автор: Heinz H. Bauschke; Regina S. Burachik; Patrick L.
Название: Fixed-Point Algorithms for Inverse Problems in Science and Engineering
ISBN: 1461429005 ISBN-13(EAN): 9781461429005
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This book presents recent work from top-notch researchers studying projection and other first-order fixed-point algorithms in several areas of mathematics and the applied sciences. It provides a survey of the theory and practice in fixed-point algorithms.

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: 17733.00 р.
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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.

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: 11173.00 р.
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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.

Applied Inverse Problems

Автор: Larisa Beilina
Название: Applied Inverse Problems
ISBN: 1489992421 ISBN-13(EAN): 9781489992420
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This proceedings volume is based on papers presented at the First Annual Workshop on Inverse Problems which was held in June 2011 at the Department of Mathematics, Chalmers University of Technology. The purpose of the workshop was to present new analytical developments and numerical methods for solutions of inverse problems.

Direct and Inverse Problems of Mathematical Physics

Автор: R.P. Gilbert; Joji Kajiwara; Yongzhi S. Xu
Название: Direct and Inverse Problems of Mathematical Physics
ISBN: 144194818X ISBN-13(EAN): 9781441948182
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This volume consists of papers presented in the special sessions on "Wave Phenomena and Related Topics", and "Asymptotics and Homogenization" of the ISAAC`97 Congress held at the University of Delaware, during June 2-7, 1997.

Inverse Problems in Underwater Acoustics

Автор: Michael I. Taroudakis; George Makrakis
Название: Inverse Problems in Underwater Acoustics
ISBN: 1441929207 ISBN-13(EAN): 9781441929204
Издательство: Springer
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Цена: 19589.00 р.
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Описание: This volume provides recent and useful results for bottom recognition, inverse scattering in acoustic wave guides and ocean acoustic tomography, plus a discussion of some of the new algorithms, such as those related to matched-field processing, which have recently been used for inverting experimental data.

Geometric Methods in Inverse Problems and PDE Control

Автор: Chrisopher B. Croke; Gunther Uhlmann; Irena Lasiec
Название: Geometric Methods in Inverse Problems and PDE Control
ISBN: 1441923411 ISBN-13(EAN): 9781441923417
Издательство: Springer
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Цена: 24456.00 р.
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Описание: This IMA Volume in Mathematics and its Applications GEOMETRIC METHODS IN INVERSE PROBLEMS AND PDE CONTROL contains a selection of articles presented at 2001 IMA Summer Program with the same title.

New Analytic and Geometric Methods in Inverse Problems

Автор: Kenrick Bingham; Yaroslav V. Kurylev; E. Somersalo
Название: New Analytic and Geometric Methods in Inverse Problems
ISBN: 3642073794 ISBN-13(EAN): 9783642073793
Издательство: Springer
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Цена: 13275.00 р.
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Inverse Problems and Applications

Автор: Larisa Beilina
Название: Inverse Problems and Applications
ISBN: 3319124986 ISBN-13(EAN): 9783319124988
Издательство: Springer
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Цена: 16769.00 р.
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Описание: ГЇВїВЅ ГЇВїВЅ This volume arose from the Third Annual Workshop on Inverse Problems, held in Stockholm on May 2-6, 2012. The proceedings present new analytical developments and numerical methods for solutions of inverse and ill-posed problems, which consistently pose complex challenges to the development of effective numerical methods.

Statistical and Computational Inverse Problems

Автор: Jari Kaipio; E. Somersalo
Название: Statistical and Computational Inverse Problems
ISBN: 1441919643 ISBN-13(EAN): 9781441919649
Издательство: Springer
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Цена: 14673.00 р.
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Описание: This book covers the statistical mechanics approach to computational solution of inverse problems, an innovative area of current research with very promising numerical results.


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