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Linear and Nonlinear Inverse Problems with Practical Applications, Paperback Book

Linear and Nonlinear Inverse Problems with Practical Applications Paperback

Part of the Computational Science and Engineering Series series

Paperback

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Description

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 how to design computational solution methods for them; explains computational approaches in a hands-on fashion, with related codes available on a website; and serves as a convenient entry point to practical inversion. The guiding linear inversion examples are the problem of image deblurring, x-ray tomography, and backward parabolic problems, including heat transfer, and electrical impedance tomography is used as the guiding nonlinear inversion example. The book's nonlinear material combines the analytic-geometric research tradition and the regularization-based school of thought in a fruitful manner, paving the way to new theorems and algorithms for nonlinear inverse problems.

Furthermore, it is the only mathematical textbook with a thorough treatment of electrical impedance tomography, and these sections are suitable for beginning and experienced researchers in mathematics and engineering.

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  • Item not Available

  • Format:Paperback
  • Pages:364 pages, Illustrations (some col.)
  • Publisher:Society for Industrial & Applied Mathematics,U.S.
  • Publication Date:
  • Category:
  • ISBN:9781611972337
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Information

  • Item not Available

  • Format:Paperback
  • Pages:364 pages, Illustrations (some col.)
  • Publisher:Society for Industrial & Applied Mathematics,U.S.
  • Publication Date:
  • Category:
  • ISBN:9781611972337