Damped Proximal Augmented Lagrangian Method for weakly-Convex Problems with Convex Constraints

Hari Dahal, Wei Liu, Yangyang Xu

We give a damped proximal augmented Lagrangian method (DPALM) for solving problems with a weakly-convex objective and convex linear/nonlinear constraints. Instead of taking a full…