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Convergence rate 1 Convex minimization 1 Customized algorithms 1 Proximal point algorithm 1 Saddle-point problem 1 Splitting algorithms 1
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Undetermined 1
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Article 1
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Gu, Guoyong 1 He, Bingsheng 1 Yuan, Xiaoming 1
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Computational Optimization and Applications 1
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Customized proximal point algorithms for linearly constrained convex minimization and saddle-point problems: a unified approach
Gu, Guoyong; He, Bingsheng; Yuan, Xiaoming - In: Computational Optimization and Applications 59 (2014) 1, pp. 135-161
This paper focuses on some customized applications of the proximal point algorithm (PPA) to two classes of problems: the convex minimization problem with linear constraints and a generic or separable objective function, and a saddle-point problem. We treat these two classes of problems uniformly...
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