An iterative algorithm for sparse and constrained recovery with applications to divergence-free current reconstructions in magneto-encephalography

Ignace Loris, Caroline Verhoeven

We propose an iterative algorithm for the minimization of a ${\ell }_1$-norm penalized least squares functional, under additional linear constraints. The algorithm is fully explicit:…