A Partially Inexact Proximal Alternating Direction Method of Multipliers and Its Iteration-Complexity Analysis

Author:

Adona Vando A.,Gonçalves Max L. N.ORCID,Melo Jefferson G.

Funder

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Management Science and Operations Research,Control and Optimization

Reference48 articles.

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3. 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), 1–122 (2011)

4. Attouch, H., Soueycatt, M.: Augmented Lagrangian and proximal alternating direction methods of multipliers in Hilbert spaces. Applications to games, PDE’s and control. Pac. J. Optim. 5(1), 17–37 (2008)

5. Xu, M.H.: Proximal alternating directions method for structured variational inequalities. J. Optim. Theory Appl. 134(1), 107–117 (2007)

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