A note on the minimization of a Tikhonov functional with ${\ell }^1$-penalty

Fabian Hinterer, Simon Hubmer, Ronny Ramlau

In this paper, we consider the minimization of a Tikhonov functional with an ${\ell }_1$ penalty for solving linear inverse problems with sparsity constraints. One of the many approac…