A New Technique for Ill-Conditioned Linear Systems

The technique we propose for solving ill-conditioned linear systems consists of two steps. First we compute the regularized solution on some values of the regularization parameter λ. Then we use these solutions either to extrapolate at λ=0 or to estimate the regularized solution with λ determined by the generalized cross validation or by the L-curve method.