Regularized Matrix Computations

Abstract

We review the basic results on: (1) the singular value decomposition (SVD); (2) sensitivity and conditioning of solutions of linear systems of equa- tions; (3) regularization; and (4) iterative solution of linear systems of equations. These are applied to the speci¯c problem of computing a matrix null vector.