We study the weak scattering case of a 3-D inverse scattering problem.
The iterative sequence is defined in the framework of a Quasi-Newton
method. Using the measurements of the scattering field from the carefu
lly chosen set of directions, we are able to recover (finitely many) F
ourier coefficients of the sought parameters of the model. In this met
hod, the linearized (Born) approximation is just the first iteration,
and further iterations improve the identification by an order of magni
tude. A special regularization for the Frechet derivative's inverse pr
ovides a significant improvement in the algorithm's performance. Numer
ical experiments for the scattering from coaxial circular cylinders wi
th exact data are presented.