4.5 Article

On non-ergodic convergence rate of Douglas-Rachford alternating direction method of multipliers

Journal

NUMERISCHE MATHEMATIK
Volume 130, Issue 3, Pages 567-577

Publisher

SPRINGER HEIDELBERG
DOI: 10.1007/s00211-014-0673-6

Keywords

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Funding

  1. General Research Fund from Hong Kong Research Grants Council [203613]
  2. NSFC [91130007, 11471156]

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This note proposes a novel approach to derive a worst-case convergence rate measured by the iteration complexity in a non-ergodic sense for the Douglas-Rachford alternating direction method of multipliers proposed by Glowinski and Marrocco.

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