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Zhen-Yuan Zhu

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Review Open access Aug 2026

The Augmented Lagrangian Methods: Overview and Recent Advances

A unified and comprehensive perspective on constructing augmented Lagrangian functions (based on the Hestenes–Powell–Rockafellar augmented Lagrangian) for various optimization problems, including nonlinear programming and convex and nonconvex composite programming.

Kangkang Deng, Rui Wang, Zhen-Yuan Zhu et al. · 0 citations

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