Tikhonov Regularization for Large Scale Problems

摘要

Tikhonov regularization is a powerful tool for the solution of ill-posed linear systems and linear least squares problems. The choice of the regularization parameter is a crucial step, and many methods have been proposed for this purpose. However, efficient and reliable methods for large scale problems are still missing.