An Adaptive Augmented Lagrangian Method for Deterministic and Stochastic Nonconvex Optimization

Tianzhu Liu, Michael J. O'Neill

We present an inexact Augmented Lagrangian algorithm for solving nonlinear, non-convex optimization problems. Unlike most recently proposed Augmented Lagrangian methods with worst-…