TY - JOUR
T1 - Fréchet derivatives for some bilinear inverse problems
AU - Dierkes, Thomas
AU - Dorn, Oliver
AU - Natterer, Frank
AU - Palamodov, Victor
AU - Sielschott, Helmut
PY - 2002/7
Y1 - 2002/7
N2 - 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.
AB - 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.
KW - Adjoint field methods
KW - Mathematical imaging
KW - Numerical inverse scattering
KW - Tomography
UR - http://www.scopus.com/inward/record.url?scp=0036665081&partnerID=8YFLogxK
U2 - 10.1137/S0036139901386375
DO - 10.1137/S0036139901386375
M3 - ???researchoutput.researchoutputtypes.contributiontojournal.article???
AN - SCOPUS:0036665081
SN - 0036-1399
VL - 62
SP - 2092
EP - 2113
JO - SIAM Journal on Applied Mathematics
JF - SIAM Journal on Applied Mathematics
IS - 6
ER -