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math.OC2023
On the proximal point algorithms for solving the monotone inclusion problem
Tao Zhang, Shiru Li, Yong Xia
We consider finding a zero point of the maximally monotone operator . First, instead of using the proximal point algorithm (PPA) for this purpose, we employ PPA to solve its Yos…
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…