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math.OC2019★ 1 cited
A golden ratio primal-dual algorithm for structured convex optimization
Xiaokai Chang, Junfeng Yang
We design, analyze and test a golden ratio primal-dual algorithm (GRPDA) for solving structured convex optimization problem, where the objective function is the sum of two closed p…
math.OC2019
First-order primal-dual algorithm with correction
Xiaokai Chang, Sanyang Liu
This paper is devoted to the design of efficient primal-dual algorithm (PDA) for solving convex optimization problems with known saddle-point structure. We present a new PDA with l…