Fréchet derivatives for some bilinear inverse problems

Thomas Dierkes*, Oliver Dorn, Frank Natterer, Victor Palamodov, Helmut Sielschott

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

45 Scopus citations

Abstract

In many inverse problems a functional of u is given by measurements, where u solves a partial differential equation of the type L(p)u+Su = q. Here q is a known source term, and L(p), S are operators, with p as an unknown parameter of the inverse problem. For the numerical reconstruction of p, the heuristically derived Fréchet derivative R' of the mapping R: p → "measurement functional of u" is often used. We show for three problems a transport problem in optical tomography, an elliptic equation governing near-infrared tomography, and the wave equation in moving media-that R' is the derivative in the strict sense. Our method is applicable to more general problems than are established methods for similar inverse problems.

Original languageEnglish
Pages (from-to)2092-2113
Number of pages22
JournalSIAM Journal on Applied Mathematics
Volume62
Issue number6
DOIs
StatePublished - Jul 2002

Keywords

  • Adjoint field methods
  • Mathematical imaging
  • Numerical inverse scattering
  • Tomography

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