咨询与建议

限定检索结果

文献类型

  • 4 篇 期刊文献

馆藏范围

  • 4 篇 电子文献
  • 0 种 纸本馆藏

日期分布

学科分类号

  • 4 篇 工学
    • 3 篇 电气工程
    • 3 篇 控制科学与工程
    • 2 篇 计算机科学与技术...
  • 1 篇 理学
    • 1 篇 数学
    • 1 篇 系统科学

主题

  • 4 篇 gradient trackin...
  • 2 篇 communication co...
  • 2 篇 linear convergen...
  • 2 篇 nonconvex optimi...
  • 1 篇 distributed opti...
  • 1 篇 distributed aggr...
  • 1 篇 polyak-& lstrok
  • 1 篇 deep learning
  • 1 篇 time-varying gra...
  • 1 篇 projection error
  • 1 篇 external disturb...
  • 1 篇 convergence
  • 1 篇 vectors
  • 1 篇 sublinear conver...
  • 1 篇 ojasiewicz condi...
  • 1 篇 distributed algo...
  • 1 篇 quantization (si...
  • 1 篇 multi-agent syst...
  • 1 篇 zeroth-order alg...
  • 1 篇 uniform quantize...

机构

  • 2 篇 mit lab informat...
  • 2 篇 northeastern uni...
  • 2 篇 southeast univ s...
  • 2 篇 southeast univ s...
  • 2 篇 univ victoria de...
  • 1 篇 tongji univ coll...
  • 1 篇 ahlia univ manam...
  • 1 篇 southeast univ j...
  • 1 篇 kth royal inst t...
  • 1 篇 nanjing univ pos...

作者

  • 2 篇 xu lei
  • 2 篇 wen guanghui
  • 2 篇 shi yang
  • 2 篇 yi xinlei
  • 2 篇 yang tao
  • 1 篇 yu wenwu
  • 1 篇 liu qingshan
  • 1 篇 deng chao
  • 1 篇 johansson karl h...
  • 1 篇 liu hongzhe
  • 1 篇 cao jinde
  • 1 篇 chai tianyou
  • 1 篇 chen liyuan
  • 1 篇 meng xiwang

语言

  • 4 篇 英文
  • 1 篇 德文
  • 1 篇 法文
  • 1 篇 俄文
检索条件"主题词=Gradient tracking algorithm"
4 条 记 录,以下是1-10 订阅
排序:
Quantized Zeroth-Order gradient tracking algorithm for Distributed Nonconvex Optimization Under Polyak-Lojasiewicz Condition
收藏 引用
IEEE TRANSACTIONS ON CYBERNETICS 2024年 第10期54卷 5746-5758页
作者: Xu, Lei Yi, Xinlei Deng, Chao Shi, Yang Chai, Tianyou Yang, Tao Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China Univ Victoria Dept Mech Engn Victoria BC V8W 2Y2 Canada MIT Lab Informat & Decis Syst Cambridge MA 02139 USA Nanjing Univ Posts & Telecommun Inst Adv Technol Nanjing 210023 Peoples R China
This article focuses on distributed nonconvex optimization by exchanging information between agents to minimize the average of local nonconvex cost functions. The communication channel between agents is normally const... 详细信息
来源: 评论
Compressed gradient tracking algorithm for Distributed Aggregative Optimization
收藏 引用
IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2024年 第10期69卷 6576-6591页
作者: Chen, Liyuan Wen, Guanghui Liu, Hongzhe Yu, Wenwu Cao, Jinde Southeast Univ Sch Math Dept Syst Sci Nanjing 211189 Peoples R China Southeast Univ Sch Math Nanjing 211189 Peoples R China Ahlia Univ Manama 10878 Bahrain
This article is devoted to addressing the distributed aggregative optimization (DAO) problem via compressed gradient tracking algorithms, where the cost function of each agent relies on the aggregation of other agents... 详细信息
来源: 评论
Compressed gradient tracking algorithms for distributed nonconvex optimization
收藏 引用
AUTOMATICA 2025年 177卷
作者: Xu, Lei Yi, Xinlei Wen, Guanghui Shi, Yang Johansson, Karl H. Yang, Tao Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China Univ Victoria Dept Mech Engn Victoria BC V8W 2Y2 Canada Tongji Univ Coll Elect & Informat Engn Shanghai 201804 Peoples R China MIT Lab Informat & Decis Syst Cambridge MA 02139 USA Southeast Univ Sch Math Dept Syst Sci Nanjing 210096 Peoples R China KTH Royal Inst Technol Sch Elect Engn & Comp Sci S-10044 Stockholm Sweden
In this paper, we study the distributed nonconvex optimization problem, aiming to minimize the average value of the local nonconvex cost functions using local information exchange. To reduce the communication overhead... 详细信息
来源: 评论
A consensus algorithm based on multi-agent system with state noise and gradient disturbance for distributed convex optimization
收藏 引用
NEUROCOMPUTING 2023年 519卷 148-157页
作者: Meng, Xiwang Liu, Qingshan Southeast Univ Sch Math Nanjing 210096 Peoples R China Southeast Univ Jiangsu Prov Key Lab Networked Collect Intelligenc Nanjing 210096 Peoples R China
Almost all systems are inevitably subject to various uncertainties or disturbances from the external envi-ronment in practical applications. Taking these factors into consideration, in this paper a distributed algo-ri... 详细信息
来源: 评论