Computational Methods for Inverse Problems

Language: English

Published by Society For Industrial And Applied Mathematics (SIAM) Jan 1987, 1987

0898715504 / 9780898715507

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - 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.Several web-based resources are available to make this monograph interactive, including a collection of MATLAB m-files used to generate many of the examples and figures. These resources enable readers to conduct their own computational experiments in order to gain insight. They also provide templates for the implementation of regularization methods and numerical solution techniques for other inverse problems. Moreover, they include some realistic test problems to be used to further develop and test various numerical methods.…

Seller Inventory # 9780898715507

Title
Computational Methods for Inverse Problems
Author
Curtis R Vogel
Publisher
Society For Industrial And Applied Mathematics (SIAM) Jan 1987
Publication year
1987
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0898715504
ISBN 13
9780898715507
Item weight
361 grams
Dimensions
256x177x14 mm

AHA-BUCH GmbH

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