Linear convergence rate analysis of proximal generalized ADMM for convex composite programming

Author:

Wang Han,Xiao YunhaiORCID

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Business, Management and Accounting (miscellaneous)

Reference30 articles.

1. Bertsekas, D.P.: Constrained optimization and Lagrange multiplier methods. Comput. Sci. Appl. Math. (1982)

2. Boyd, S., Parikh, N., Chu, E., Peleato, B., Eckstein, J.: Distributed optimization and statistical learning via the alternating direction method of multipliers. Found. Trends Mach. Learn. 3, 1–122 (2011)

3. Cai, X., Gu, G., He, B.S., Yuan, X.M.: A proximal point algorithm revisit on the alternating direction method of multipliers. Sci. China Math. 56, 2179–2186 (2013)

4. Cai, X.-J., Guo, K., Jiang, F., Wang, K., Wu, Z.-M., Han, D.-R.: The developments of proximal point algorithms. J. Oper. Res. Soc. China 1–43 (2022)

5. Chen, C.H.: Numerical algorithms for a class of matrix norm approximation problems. Ph.D. thesis, Department of Mathematics, Nanjing University. https://www.polyu.edu.hk/ama/profile/dfsun/Thesis_Caihua.pdf (2012)

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