A Unified Approach for Minimizing Composite Norms

Necdet Serhat Aybat, Garud Iyengar

We propose a first-order augmented Lagrangian algorithm (FALC) to solve the composite norm minimization problem min |sigma(F(X)-G)|_alpha + |C(X)- d|_beta subject to A(X)-b in Q; w…