Unified convergence analysis of a second-order method of multipliers for nonlinear conic programming

L Chen, J Zhu, X Zhao - Science China Mathematics, 2022 - Springer
In this paper, we accomplish the unified convergence analysis of a second-order method of
multipliers (ie, a second-order augmented Lagrangian method) for solving the conventional …

The Linear and Asymptotically Superlinear Convergence Rates of the Augmented Lagrangian Method with a Practical Relative Error Criterion

XY Zhao, L Chen - Asia-Pacific Journal of Operational Research, 2020 - World Scientific
In this paper, we conduct a convergence rate analysis of the augmented Lagrangian method
with a practical relative error criterion designed in Eckstein and Silva [Mathematical …