A PENALTY ALTERNATING DIRECTION METHOD OF MULTIPLIERS FOR DECENTRALIZED COMPOSITE OPTIMIZATION

被引:0
作者
Zhang, Jiaojiao [1 ]
So, Anthony Man-Cho [1 ]
Ling, Qing [2 ,3 ]
机构
[1] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Hong Kong, Peoples R China
[2] Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Guangdong Prov Key Lab Computat Sci, Guangzhou, Peoples R China
来源
2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2020年
关键词
decentralized optimization; alternating direction method of multipliers (ADMM); composite optimization; DISTRIBUTED OPTIMIZATION; CONVERGENCE; ALGORITHM; ADMM;
D O I
10.1109/icassp40776.2020.9053138
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
引用
收藏
页码:5745 / 5749
页数:5
相关论文
共 50 条
  • [31] An inertial Bregman generalized alternating direction method of multipliers for nonconvex optimization
    Xu, Jiawei
    Chao, Miantao
    JOURNAL OF APPLIED MATHEMATICS AND COMPUTING, 2022, 68 (03) : 1757 - 1783
  • [32] Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers
    Shi, Zhang-Lei
    Li, Xiao Peng
    Leung, Chi-Sing
    So, Hing Cheung
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (02) : 2901 - 2909
  • [33] An alternating direction method of multipliers for elliptic equation constrained optimization problem
    ZHANGKai
    LI JingShi
    SONG YongCun
    WANG XiaoShen
    ScienceChina(Mathematics), 2017, 60 (02) : 361 - 378
  • [34] Alternating direction method of multipliers for real and complex polynomial optimization models
    Jiang, Bo
    Ma, Shiqian
    Zhang, Shuzhong
    OPTIMIZATION, 2014, 63 (06) : 883 - 898
  • [35] Managing randomization in the multi-block alternating direction method of multipliers for quadratic optimization
    Mihic, Kresimir
    Zhu, Mingxi
    Ye, Yinyu
    MATHEMATICAL PROGRAMMING COMPUTATION, 2021, 13 (02) : 339 - 413
  • [36] Accelerated Alternating Direction Method of Multipliers Gradient Tracking for Distributed Optimization
    Sebastian, Eduardo
    Franceschelli, Mauro
    Gasparri, Andrea
    Montijano, Eduardo
    Sagus, Carlos
    IEEE CONTROL SYSTEMS LETTERS, 2024, 8 : 640 - 645
  • [37] An alternating direction method of multipliers for elliptic equation constrained optimization problem
    Kai Zhang
    JingShi Li
    YongCun Song
    XiaoShen Wang
    Science China Mathematics, 2017, 60 : 361 - 378
  • [38] An Improvement of the Alternating Direction Method of Multipliers to Solve the Convex Optimization Problem
    Peng, Jingjing
    Wang, Zhijie
    Yu, Siting
    Tang, Zengao
    MATHEMATICS, 2025, 13 (05)
  • [39] Quasistatic cohesive fracture with an alternating direction method of multipliers
    Petrie, James I.
    Hirmand, M. Reza
    Papoulia, Katerina D.
    ENGINEERING FRACTURE MECHANICS, 2022, 264
  • [40] Alternating direction method of multipliers with difference of convex functions
    Sun, Tao
    Yin, Penghang
    Cheng, Lizhi
    Jiang, Hao
    ADVANCES IN COMPUTATIONAL MATHEMATICS, 2018, 44 (03) : 723 - 744