A stochastic perturbed augmented Lagrangian method for smooth convex constrained minimization

Nitesh Kumar Singh, Ion Necoara

This paper considers smooth convex optimization problems with many functional constraints. To solve this general class of problems we propose a new stochastic perturbed augmented L…