 In the case of a linear system which is underdetermined, or an otherwise non-invertible matrix, singular value decomposition (SVD) is equally useful.With factored as , a satisfactory solution uses the Moore-Penrose pseudoinverse, , where merely replaces each non-zero diagonal entry with its reciprocal.Set to .