A Reflected Forward-Backward Splitting Method for Monotone Inclusions Involving Lipschitzian Operators

被引:28
|
作者
Cevher, Volkan [1 ]
Bang Cong Vu [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Lab Informat & Inference Syst, Lausanne, Switzerland
基金
欧洲研究理事会;
关键词
Monotone inclusion; Monotone operator; Operator splitting; Cocoercive; Forward-backward-forward method; Forward-backward algorithm; Composite operator; Duality; Primal-dual algorithm; GRADIENT METHODS; ALGORITHM; CONVERGENCE;
D O I
10.1007/s11228-020-00542-4
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we propose a novel splitting method for finding a zero point of the sum of two monotone operators where one of them is Lipschizian. The weak convergence the method is proved in real Hilbert spaces. Applying the proposed method to composite monotone inclusions involving parallel sums yields a new primal-dual splitting which is different from the existing methods. Connections to existing works are clearly stated. We also provide an application of the proposed method to the image denoising by the total variation.
引用
收藏
页码:163 / 174
页数:12
相关论文
共 50 条
  • [1] A Reflected Forward-Backward Splitting Method for Monotone Inclusions Involving Lipschitzian Operators
    Volkan Cevher
    Bằng Công Vũ
    [J]. Set-Valued and Variational Analysis, 2021, 29 : 163 - 174
  • [2] A modification of the forward-backward splitting method for monotone inclusions
    Nguyen, Van Dung
    [J]. OPTIMIZATION LETTERS, 2024,
  • [3] FORWARD-BACKWARD SPLITTING WITH DEVIATIONS FOR MONOTONE INCLUSIONS
    Sadeghi, Hamed
    Banert, Sebastian
    Giselsson, Pontus
    [J]. Applied Set-Valued Analysis and Optimization, 2024, 6 (02): : 113 - 135
  • [4] Stochastic Forward-Backward Splitting for Monotone Inclusions
    Rosasco, Lorenzo
    Villa, Silvia
    Vu, Bang Cong
    [J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2016, 169 (02) : 388 - 406
  • [5] A FORWARD-BACKWARD SPLITTING METHOD FOR MONOTONE INCLUSIONS WITHOUT COCOERCIVITY
    Malitsky, Yura
    Tam, Matthew K.
    [J]. SIAM JOURNAL ON OPTIMIZATION, 2020, 30 (02) : 1451 - 1472
  • [6] Backward-Forward-Reflected-Backward Splitting for Three Operator Monotone Inclusions
    Rieger, Janosch
    Tam, Matthew K.
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2020, 381
  • [7] Variable metric forward-backward splitting with applications to monotone inclusions in duality
    Combettes, Patrick L.
    Vu, Bang C.
    [J]. OPTIMIZATION, 2014, 63 (09) : 1289 - 1318
  • [8] A stochastic inertial forward-backward splitting algorithm for multivariate monotone inclusions
    Rosasco, Lorenzo
    Villa, Silvia
    Vu, Bang Cong
    [J]. OPTIMIZATION, 2016, 65 (06) : 1293 - 1314
  • [9] Generalized Forward-Backward Methods and Splitting Operators for a Sum of Maximal Monotone Operators
    Xiao, Hongying
    Li, Zhaofeng
    Zhang, Yuanyuan
    Liu, Xiaoyou
    [J]. SYMMETRY-BASEL, 2024, 16 (07):
  • [10] Asymmetric forward-backward-adjoint splitting for solving monotone inclusions involving three operators
    Latafat, Puya
    Patrinos, Panagiotis
    [J]. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2017, 68 (01) : 57 - 93