scholarly journals Semi-global exponential stability of augmented primal–dual gradient dynamics for constrained convex optimization

2020 ◽  
Vol 144 ◽  
pp. 104754
Author(s):  
Yujie Tang ◽  
Guannan Qu ◽  
Na Li
Keyword(s):  
Convex Optimization ◽  
Exponential Stability ◽  
Global Exponential Stability ◽  
Constrained Convex Optimization ◽  
Gradient Dynamics ◽  
Primal Dual ◽  
Dual Gradient

scholarly journals Exponential stability of partial primal–dual gradient dynamics with nonsmooth objective functions

Automatica ◽  
2021 ◽  
Vol 129 ◽  
pp. 109585
Author(s):  
Zhaojian Wang ◽  
Wei Wei ◽  
Changhong Zhao ◽  
Zhiyuan Ma ◽  
Zetian Zheng ◽  
...  
Keyword(s):  
Exponential Stability ◽  
Objective Functions ◽  
Gradient Dynamics ◽  
Primal Dual ◽  
Dual Gradient

Primal-dual stochastic distributed algorithm for constrained convex optimization

2019 ◽  
Vol 356 (16) ◽  
pp. 9763-9787 ◽  
Author(s):  
Youcheng Niu ◽  
Haijing Wang ◽  
Zheng Wang ◽  
Dawen Xia ◽  
Huaqing Li
Keyword(s):  
Convex Optimization ◽  
Distributed Algorithm ◽  
Constrained Convex Optimization ◽  
Primal Dual
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