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Computational Methods for Applied Inverse Problems, Yanfei Wang, Anatoly G. Yagola, Changchun Yang


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Автор: Yanfei Wang, Anatoly G. Yagola, Changchun Yang
Название:  Computational Methods for Applied Inverse Problems
ISBN: 9783112204412
Издательство: Walter de Gruyter
Классификация: ISBN-10: 3112204417
Обложка/Формат: Mixed media product
Страницы: 530
Вес: 0.00 кг.
Дата издания: 01.01.2012
Серия: Earth Science
Язык: English
Читательская аудитория: Professional and scholarly
Ключевые слова: MATHEMATICS / Applied,MATHEMATICS / Functional Analysis,MATHEMATICS / Mathematical Analysis,SCIENCE / Earth Sciences / Geography,SCIENCE / Earth Sciences / Geology,SCIENCE / Earth Sciences / Oceanography,SCIENCE / Physics / Geophysics,SCIENCE / Physics /
Поставляется из: Германии
Описание: This monograph reports recent advances of inversion theory and recent developments with practical applications in frontiers of sciences, especially inverse design and novel computational methods for inverse problems. Readers who do research in applied mathematics, engineering, geophysics, biomedicine, image processing, remote sensing, and environmental sciencewill benefit from the contents since the book incorporates a background of using statistical and non-statistical methods, e.g., regularization and optimization techniques for solving practical inverse problems.

First Course In Integral Equations, A (Second Edition)

Автор: Wazwaz Abdul-Majid
Название: First Course In Integral Equations, A (Second Edition)
ISBN: 9814675121 ISBN-13(EAN): 9789814675123
Издательство: World Scientific Publishing
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Цена: 42240.00 T
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Описание: This second edition integrates the newly developed methods with classical techniques to give both modern and powerful approaches for solving integral equations.

Computational Methods for Inverse Problems

Автор: Vogel Curtis R
Название: Computational Methods for Inverse Problems
ISBN: 0898715504 ISBN-13(EAN): 9780898715507
Издательство: Mare Nostrum (Eurospan)
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Цена: 70230.00 T
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Описание: Inverse problems arise in a number of important practical applications, ranging from biomedical imaging to seismic prospecting. This book provides the reader with a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems. It also addresses specialized topics like image reconstruction, parameter identification, total variation methods, nonnegativity constraints, and regularization parameter selection methods. Because inverse problems typically involve the estimation of certain quantities based on indirect measurements, the estimation process is often ill-posed. Regularization methods, which have been developed to deal with this ill-posedness, are carefully explained in the early chapters of Computational Methods for Inverse Problems. The book also integrates mathematical and statistical theory with applications and practical computational methods, including topics like maximum likelihood estimation and Bayesian estimation.

Computational Methods for Applied Inverse Problems

Автор: Yanfei Wang, Anatoly G. Yagola, Changchun Yang
Название: Computational Methods for Applied Inverse Problems
ISBN: 3110259044 ISBN-13(EAN): 9783110259049
Издательство: Walter de Gruyter
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Цена: 198290.00 T
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Описание: The Inverse and Ill-Posed Problems Series is a series of monographs publishing postgraduate level information on inverse and ill-posed problems for an international readership of professional scientists and researchers. The series aims to publish works which involve both theory and applications in, e.g., physics, medicine, geophysics, acoustics, electrodynamics, tomography, and ecology.

Автор: Mike Cullen, Melina A Freitag, Stefan Kindermann, Robert Scheichl
Название: Large Scale Inverse Problems: Computational Methods and Applications in the Earth Sciences
ISBN: 3110282275 ISBN-13(EAN): 9783110282276
Издательство: Walter de Gruyter
Цена: 148700.00 T
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Описание: This book is thesecond volume of three volume series recording the "Radon Special Semester 2011 on Multiscale Simulation & Analysis in Energy and the Environment" taking place in Linz, Austria, October 3-7, 2011. The volume addresses the common ground in the mathematical and computational procedures required for large-scale inverse problems and data assimilation in forefront applications.

Computational Methods in Geophysical Electromagnetics

Автор: Haber
Название: Computational Methods in Geophysical Electromagnetics
ISBN: 1611973791 ISBN-13(EAN): 9781611973792
Издательство: Mare Nostrum (Eurospan)
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Цена: 69300.00 T
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Описание: Bridging the gap between theory and applications, this monograph provides a framework for the solution of electromagnetic imaging problems in geophysics. It provides a simple explanation of finite volume discretization; a full description of the basic concepts for solving inverse problems through optimization; a summary of applied electromagnetics methods; and MATLAB® code for efficient computation. The book will appeal to students and practitioners interested in computational science, data fitting, and applications to electromagnetics.

Computational Uncertainty Quantification for Inverse Problems

Автор: Johnathan M. Bardsley
Название: Computational Uncertainty Quantification for Inverse Problems
ISBN: 1611975379 ISBN-13(EAN): 9781611975376
Издательство: Mare Nostrum (Eurospan)
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Цена: 53090.00 T
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Описание: This book is an introduction to both computational inverse problems and uncertainty quantification (UQ) for inverse problems. The book also presents more advanced material on Bayesian methods and UQ, including Markov chain Monte Carlo sampling methods for UQ in inverse problems. Each chapter contains MATLAB® code that implements the algorithms and generates the figures, as well as a large number of exercises accessible to both graduate students and researchers. Computational Uncertainty Quantification for Inverse Problems is intended for graduate students, researchers, and applied scientists. It is appropriate for courses on computational inverse problems, Bayesian methods for inverse problems, and UQ methods for inverse problems.

Computational Methods For Inverse Problems

Автор: Curtis R. Vogel, H. T. Banks
Название: Computational Methods For Inverse Problems
ISBN: 0898715075 ISBN-13(EAN): 9780898715071
Издательство: Mare Nostrum (Eurospan)
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Цена: 51830.00 T
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Описание: This text provides the reader with a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems. It also addresses specialized topics like image reconstruction, parameter identification and total variation methods.

Digital Dice: Computational Solutions to Practical Probability Problems (New in Paperback)

Автор: Nahin Paul J.
Название: Digital Dice: Computational Solutions to Practical Probability Problems (New in Paperback)
ISBN: 0691158215 ISBN-13(EAN): 9780691158211
Издательство: Wiley
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Цена: 17940.00 T
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Описание: Some probability problems are so difficult that they stump the smartest mathematicians. But even the hardest of these problems can often be solved with a computer and a Monte Carlo simulation, in which a random-number generator simulates a physical process, such as a million rolls of a pair of dice. This is what Digital Dice is all about: how to ge

Computational complexity

Автор: Arora, Sanjeev Barak, Boaz
Название: Computational complexity
ISBN: 0521424267 ISBN-13(EAN): 9780521424264
Издательство: Cambridge Academ
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Цена: 60190.00 T
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Описание: Describes recent achievements and classical results of computational complexity theory, including interactive proofs, PCP, derandomization, and quantum computation. It can be used as a reference, for self-study, or as a beginning graduate textbook. More than 300 exercises are included.

Nonlinear Hyperbolic Problems: Theoretical, Applied, and Computational Aspects

Автор: Andrea Donato; Francesco Oliveri
Название: Nonlinear Hyperbolic Problems: Theoretical, Applied, and Computational Aspects
ISBN: 3528076437 ISBN-13(EAN): 9783528076436
Издательство: Springer
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Цена: 121110.00 T
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Описание: Contains a collection of papers presented at a conference on nonlinear hyperbolic problems held in Taormina, Italy from 3-8 April, 1992. The papers deal with different mathematical techniques of relevant interest to current research in nonlinear wave propagation.

Computational Methods in Optimal Control Problems

Автор: I.H. Mufti
Название: Computational Methods in Optimal Control Problems
ISBN: 3540049517 ISBN-13(EAN): 9783540049517
Издательство: Springer
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Цена: 81050.00 T
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Описание: In the remaining sections, the successive sweep method, the Newton-Raphson method and the generalized Newton-Raphson method (also called quasilinearization method) ar~ presented from a unified approach which is based on the application of Newton- Raphson approximation to the necessary conditions of optimality.

Computational Problems, Methods, and Results in Algebraic Number Theory

Автор: H. G. Zimmer
Название: Computational Problems, Methods, and Results in Algebraic Number Theory
ISBN: 3540058222 ISBN-13(EAN): 9783540058229
Издательство: Springer
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Цена: 23280.00 T
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