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
  • [1] A Penalty Alternating Direction Method of Multipliers for Convex Composite Optimization Over Decentralized Networks
    Zhang, Jiaojiao
    Liu, Huikang
    Sow, Anthony Man-Cho
    Ling, Qing
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 : 4282 - 4295
  • [2] Decentralized Dynamic Optimization Through the Alternating Direction Method of Multipliers
    Ling, Qing
    Ribeiro, Alejandro
    2013 IEEE 14TH WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2013, : 170 - 174
  • [3] Decentralized Dynamic Optimization Through the Alternating Direction Method of Multipliers
    Ling, Qing
    Ribeiro, Alejandro
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 62 (05) : 1185 - 1197
  • [4] LINEARLY CONVERGENT DECENTRALIZED CONSENSUS OPTIMIZATION WITH THE ALTERNATING DIRECTION METHOD OF MULTIPLIERS
    Shi, Wei
    Ling, Qing
    Yuan, Kun
    Wu, Gang
    Yin, Wotao
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 4613 - 4617
  • [5] DECENTRALIZED LINEARIZED ALTERNATING DIRECTION METHOD OF MULTIPLIERS
    Ling, Qing
    Ribeiro, Alejandro
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [6] Decentralized optimization for dynamic economic dispatch based on alternating direction method of multipliers
    Li, Peijie
    Lu, Yong
    Bai, Xiaoqing
    Wei, Hua
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2015, 35 (10): : 2428 - 2435
  • [7] Decentralized Quadratically Approximated Alternating Direction Method of Multipliers
    Mokhtari, Aryan
    Shi, Wei
    Ling, Qing
    Ribeiro, Alejandro
    2015 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2015, : 795 - 799
  • [8] DLM: Decentralized Linearized Alternating Direction Method of Multipliers
    Ling, Qing
    Shi, Wei
    Wu, Gang
    Ribeiro, Alejandro
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (15) : 4051 - 4064
  • [9] Alternating direction method of multipliers for polynomial optimization
    Cerone, V.
    Fosson, S. M.
    Pirrera, S.
    Regruto, D.
    2023 EUROPEAN CONTROL CONFERENCE, ECC, 2023,
  • [10] DQM: Decentralized Quadratically Approximated Alternating Direction Method of Multipliers
    Mokhtari, Aryan
    Shi, Wei
    Ling, Qing
    Ribeiro, Alejandro
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (19) : 5158 - 5173
12345