Penalty-based smoothness conditions in convex variational regularization

Bernd Hofmann, Stefan Kindermann, Peter Mathé

The authors study Tikhonov regularization of linear ill-posed problems with a general convex penalty defined on a Banach space. It is well known that the error analysis requires sm…