Approximate Global Convergence and Adaptivity for Coefficient Inverse Problems 2012th Edition

Approximate Global Convergence and Adaptivity for Coefficient Inverse Problems 2012th Edition book cover

Approximate Global Convergence and Adaptivity for Coefficient Inverse Problems 2012th Edition

Author(s): Larisa Beilina (Author), Michael Victor Klibanov (Author)

  • Publisher: Springer
  • Publication Date: 9 Mar. 2012
  • Edition: 2012th
  • Language: English
  • Print length: 424 pages
  • ISBN-10: 9781441978042
  • ISBN-13: 9781441978042

Book Description

Approximate Global Convergence and Adaptivity for Coefficient Inverse Problems 2012th Edition is the first book in which two new concepts of numerical solutions of multidimensional Coefficient Inverse Problems (CIPs) for a hyperbolic Partial Differential Equation (PDE) are presented: Approximate Global Convergence and the Adaptive Finite Element Method (adaptivity for brevity).

Two central questions for CIPs are addressed: How to obtain a good approximations for the exact solution without any knowledge of a small neighborhood of this solution, and how to refine it given the approximation.

The book also combines analytical convergence results with recipes for various numerical implementations of developed algorithms. The developed technique is applied to two types of blind experimental data, which are collected both in a laboratory and in the field. The result for the blind backscattering experimental data collected in the field addresses a real world problem of imaging of shallow explosives.

Editorial Reviews

From the Back Cover

Approximate Global Convergence and Adaptivity for Coefficient Inverse Problems 2012th Edition is the first book in which two new concepts of numerical solutions of multidimensional Coefficient Inverse Problems (CIPs) for a hyperbolic Partial Differential Equation (PDE) are presented: Approximate Global Convergence and the Adaptive Finite Element Method (adaptivity for brevity).

Two central questions for CIPs are addressed: How to obtain a good approximation for the exact solution without any knowledge of a small neighborhood of this solution, and how to refine it given the approximation.

The book also combines analytical convergence results with recipes for various numerical implementations of developed algorithms. The developed technique is applied to two types of blind experimental data, which are collected both in a laboratory and in the field. The result for the blind backscattering experimental data collected in the field addresses a real-world problem of imaging of shallow explosives.

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