Subspace correction methods for total variation and ${\ell }_1-$minimization

Massimo Fornasier, Carola-Bibiane Schönlieb

This paper is concerned with the numerical minimization of energy functionals in Hilbert spaces involving convex constraints coinciding with a semi-norm for a subspace. The optimiz…