Linear and Nonlinear Inverse Problems with Practical Applications

Linear and Nonlinear Inverse Problems with Practical Applications
Author :
Publisher : SIAM
Total Pages : 349
Release :
ISBN-10 : 9781611972337
ISBN-13 : 1611972337
Rating : 4/5 (337 Downloads)

Book Synopsis Linear and Nonlinear Inverse Problems with Practical Applications by : Jennifer L. Mueller

Download or read book Linear and Nonlinear Inverse Problems with Practical Applications written by Jennifer L. Mueller and published by SIAM. This book was released on 2012-11-30 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inverse problems arise in practical applications whenever there is a need to interpret indirect measurements. This book explains how to identify ill-posed inverse problems arising in practice and gives a hands-on guide to designing computational solution methods for them, with related codes on an accompanying website. The guiding linear inversion examples are the problem of image deblurring, x-ray tomography, and backward parabolic problems, including heat transfer. A thorough treatment of electrical impedance tomography is used as the guiding nonlinear inversion example which combines the analytic-geometric research tradition and the regularization-based school of thought in a fruitful manner. This book is complete with exercises and project topics, making it ideal as a classroom textbook or self-study guide for graduate and advanced undergraduate students in mathematics, engineering or physics who wish to learn about computational inversion. It also acts as a useful guide for researchers who develop inversion techniques in high-tech industry.


Linear and Nonlinear Inverse Problems with Practical Applications Related Books

Linear and Nonlinear Inverse Problems with Practical Applications
Language: en
Pages: 349
Authors: Jennifer L. Mueller
Categories: Mathematics
Type: BOOK - Published: 2012-11-30 - Publisher: SIAM

DOWNLOAD EBOOK

Inverse problems arise in practical applications whenever there is a need to interpret indirect measurements. This book explains how to identify ill-posed inver
Handbook of Mathematical Methods in Imaging
Language: en
Pages: 1626
Authors: Otmar Scherzer
Categories: Mathematics
Type: BOOK - Published: 2010-11-23 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The Handbook of Mathematical Methods in Imaging provides a comprehensive treatment of the mathematical techniques used in imaging science. The material is group
An Introduction to the Mathematical Theory of Inverse Problems
Language: en
Pages: 314
Authors: Andreas Kirsch
Categories: Mathematics
Type: BOOK - Published: 2011-03-24 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book introduces the reader to the area of inverse problems. The study of inverse problems is of vital interest to many areas of science and technology such
Parameter Estimation and Inverse Problems
Language: en
Pages: 404
Authors: Richard C. Aster
Categories: Science
Type: BOOK - Published: 2018-10-16 - Publisher: Elsevier

DOWNLOAD EBOOK

Parameter Estimation and Inverse Problems, Third Edition, is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate
Geophysical Data Analysis: Understanding Inverse Problem Theory and Practice
Language: en
Pages: 305
Authors: Max A. Meju
Categories: Geophysics
Type: BOOK - Published: 1994 - Publisher: SEG Books

DOWNLOAD EBOOK

This publication is designed to provide a practical understanding of methods of parameter estimation and uncertainty analysis. The practical problems covered ra