A globally convergent and locally quadratically convergent modified B-semismooth Newton method for ${\ell }_1$-penalized minimization

Esther Hans, Thorsten Raasch

We consider the efficient minimization of a nonlinear, strictly convex functional with ${\ell }_1$-penalty term. Such minimization problems appear in a wide range of applications like…