2 papers
math.OC2023
Solving separable convex optimization problems: Faster prediction-correction framework
Tao Zhang, Yong Xia, Shiru Li
He and Yuan's prediction-correction framework [SIAM J. Numer. Anal. 50: 700-709, 2012] is able to provide convergent algorithms for solving separable convex optimization problems a…
math.OC2022
Alternating direction method of multipliers for convex programming: a lift-and-permute scheme
Shiru Li, Yong Xia, Tao Zhang
A lift-and-permute scheme of alternating direction method of multipliers (ADMM) is proposed for linearly constrained convex programming. It contains not only the newly developed ba…