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math.OC2022★ 1 cited
A rank-two relaxed parallel splitting version of the augmented Lagrangian method with step size in (0,2) for separable convex programming
Bingsheng He, Feng Ma, Shengjie Xu +1
The augmented Lagrangian method (ALM) is classic for canonical convex programming problems with linear constraints, and it finds many applications in various scientific computing a…
math.OC2020
A Revisit of Chen-Teboulle's Proximal-based Decomposition Method
Feng Ma
In this paper, we show that Chen-Teboulle's proximal-based decomposition method can be interpreted as a proximal augmented Lagrangian method. More precisely, it coincides with a li…