Augmented Lagrangians for General Side Constraints

We consider augmented Lagrangians for the general (nonconvex) optimization problem inf F(x) x ∈ X, G(x) ∈ M, where X is an arbitrary set, M is a closed subset of some real topological vector space Z, and F: X → ℝ, G: X → Z.