An iterative and adaptive lie-group method for solving the calderón inverse problem

Chein Shan Liu, Satya N. Atluri

Research output: Contribution to journalArticle

16 Scopus citations

Abstract

We solve the Calderón inverse conductivity problem [Calderón (1980, 2006)], for an elliptic type equation in a rectangular plane domain, to recover an unknown conductivity function inside the domain, from the over-specified Cauchy data on the bottom of the rectangle. The Calderón inverse problem exhibits threefold simultaneous difficulties: Ill-posedness of the inverse Cauchy problem, illposedness of the parameter identification, and no information inside the domain being available on the impedance function. In order to solve this problem, we discretize the whole domain into many sub-domains of finite strips, each with a small height. Thus the Calderón inverse problem is reduced to an inverse Cauchy problem and a parameter identification problem in each finite strip. An effective combination of the Lie-group adaptive method (LGAM), together with a finite strip method is developed, where the Lie-group equation can adaptively solve the semi-discretized ODEs to find the unknown conductivity coefficients through iterations. The success of the present method hinges on a rationale that the local ODEs and the global Lie-group equation have to be self-adaptive during the iteration process. Thus, we have a computationally inexpensive mathematical algorithm to solve the Calderón inverse problem. The feasibility, accuracy and efficiency of present method are evaluated by comparing the estimated results for the unknown impedance function in the domain, in the Calderón inverse problem, with some postulated exact solutions. It may be concluded that the iterative and adaptive Liegroup method presented in this paper, may provide a simple and effective means of solving the Calderón inverse problem in general domains.

Original languageEnglish
Pages (from-to)299-326
Number of pages28
JournalCMES - Computer Modeling in Engineering and Sciences
Volume64
Issue number3
StatePublished - 2010

Keywords

  • Calderón's inverse problem
  • Inverse Cauchy problem
  • Iterative method
  • Lie-group adaptive method
  • Parameter identification problem

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