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A note on the convergence of alternating proximal gradient method

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Publication:529911
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DOI10.1016/j.amc.2013.11.101zbMath1364.90253OpenAlexW1981439380MaRDI QIDQ529911

Mian-Tao Chao, Cao-Zong Cheng

Publication date: 9 June 2017

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.amc.2013.11.101


zbMATH Keywords

global convergencealternating direction method of multipliersstrongly convex functionsalternating proximal gradient method


Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Convex programming (90C25)


Related Items

A proximal block minimization method of multipliers with a substitution procedure ⋮ Two proximal splitting methods for multi-block separable programming with applications to stable principal component pursuit ⋮ Convergence analysis of L-ADMM for multi-block linear-constrained separable convex minimization problem



Cites Work

  • A dual algorithm for the solution of nonlinear variational problems via finite element approximation
  • A note on the alternating direction method of multipliers
  • Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming
  • Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations
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