On optimal solutions of the constrained ${\ell }_0$ regularization and its penalty problem

Na Zhang, Qia Li

The constrained ${\ell }_0$ regularization plays an important role in sparse reconstruction. A widely used approach for solving this problem is the penalty method, of which the least…