A Fixed-Penalty Linearized Augmented Lagrangian Method with Classical Multiplier Updates

Benqi Liu, Kangkang Deng, Zichen Wang +1

Augmented Lagrangian methods are effective for nonlinear equality-constrained optimization, but solving their nonlinear primal subproblems can be expensive. For smooth nonconvex pr…