Linear and Nonlinear Inverse Problems with Practical Applications
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Linear and Nonlinear Inverse Problems with Practical Applications

Linear and Nonlinear Inverse Problems with Practical Applications


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About the Book

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.


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Product Details
  • ISBN-13: 9781611972337
  • Publisher: Society for Industrial and Applied Mathematics (SIAM)
  • Publisher Imprint: Society for Industrial and Applied Mathematics (SIAM)
  • Height: 247 mm
  • No of Pages: 372
  • Series Title: Computational Science and Engineering
  • Weight: 750 gr
  • ISBN-10: 1611972337
  • Publisher Date: 15 Nov 2012
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Spine Width: 17 mm
  • Width: 174 mm


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Linear and Nonlinear Inverse Problems with Practical Applications
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