Fast reconstruction of harmonic functions from Cauchy data using integral equation techniques
Author
Summary, in English
We consider the problem of stable determination of a harmonic function from knowledge of the solution and its normal derivative on a part of the boundary of the (bounded) solution domain. The alternating method is a procedure to generate an approximation to the harmonic function from such Cauchy data and we investigate a numerical implementation of this procedure based on Fredholm integral equations and Nystroumlm discretization schemes, which makes it possible to perform a large number of iterations (millions) with minor computational cost (seconds) and high accuracy. Moreover, the original problem is rewritten as a fixed point equation on the boundary, and various other direct regularization techniques are discussed to solve that equation. We also discuss how knowledge of the smoothness of the data can be used to further improve the accuracy. Numerical examples are presented showing that accurate approximations of both the solution and its normal derivative can be obtained with much less computational time than in previous works.
Department/s
- Mathematics (Faculty of Engineering)
- Harmonic Analysis and Applications
- eSSENCE: The e-Science Collaboration
Publishing year
2010
Language
English
Pages
381-399
Publication/Series
Inverse Problems in Science and Engineering
Volume
18
Issue
3
Full text
- Available as PDF - 266 kB
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Document type
Journal article
Publisher
Taylor & Francis
Topic
- Mathematics
Keywords
- alternating method
- Cauchy problem
- second kind boundary integral equation
- Laplace equation
- Nyström method
Status
Published
Research group
- Harmonic Analysis and Applications
- Harmonic Analysis and Applications
ISBN/ISSN/Other
- ISSN: 1741-5985