Title :
BFGS quasi-Newton method for solving electromagnetic inverse problems
Author :
Hu, J.-L. ; Wu, Z. ; McCann, H. ; Davis, L.E. ; Xie, C.-G.
Author_Institution :
Sch. of Electr. & Electron. Eng., Univ. of Manchester, UK
fDate :
4/3/2006 12:00:00 AM
Abstract :
Electromagnetic inverse problems have been found in numerous research areas, such as medical imaging, non-destructive testing, geophysical prospecting and microwave tomography. These inverse problems can be considered as a large-scale nonlinear programming problem. In the paper, a quasi-Newton algorithm based on Broyden-Fletcher-Goldfarb-Shanno (BFGS) Hessian matrix updating formula is introduced and applied to solve two-dimensional (2-D) electromagnetic inverse problems. Numerical results of image reconstruction from the simulation data for some dielectric cylinders are given, and the efficiency of the proposed method for image reconstruction is evaluated.
Keywords :
Hessian matrices; Newton method; dielectric bodies; electromagnetic wave scattering; image reconstruction; inverse problems; nonlinear programming; permittivity; 2D electromagnetic inverse problems; BFGS quasi-Newton method; Broyden-Fletcher-Goldfarb-Shanno Hessian matrix updating formula; complex permittivity; dielectric cylinders; image reconstruction; inverse scattering; large-scale nonlinear programming problem;
Journal_Title :
Microwaves, Antennas and Propagation, IEE Proceedings
DOI :
10.1049/ip-map:20050118