Exact penalty method
= Exact penalty method
An exact penalty method uses a nonsquared residual such as $\lVert Au-f\rVert+\alpha J(u)$. Under a source condition it can recover an exact constrained minimizer for every sufficiently small fixed positive $\alpha$.