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Convergence of a Distributed Least Squares
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 10, 页码: 4952-4959
作者:
Xie, Siyu
;
Zhang, Yaqi
;
Guo, Lei
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浏览/下载:103/0
  |  
提交时间:2022/04/02
Convergence
Estimation
Symmetric matrices
Stochastic processes
Task analysis
Complexity theory
Adaptive control
Convergence
cooperative excitation
diffusion strategies
distributed estimation
least squares (LS)
martingale theory
regret
Input-Feedforward-Passivity-Based Distributed Optimization Over Jointly Connected Balanced Digraphs
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 9, 页码: 4117-4131
作者:
Li, Mengmou
;
Chesi, Graziano
;
Hong, Yiguang
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浏览/下载:119/0
  |  
提交时间:2022/04/02
Topology
Distributed algorithms
Optimization
Feedforward systems
Output feedback
Convergence
Couplings
Continuous-time algorithms
derivative feedback
input feedforward passivity
uniformly jointly strongly connected (UJSC) topologies
weight-balanced digraphs
Distributed Design for Nuclear Norm Minimization of Linear Matrix Equations With Constraints
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 2, 页码: 745-752
作者:
Li, Weijian
;
Zeng, Xianlin
;
Hong, Yiguang
;
Ji, Haibo
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  |  
浏览/下载:126/0
  |  
提交时间:2021/04/26
Distributed matrix computation
distributed optimization
linear equality constraints
nuclear norm minimization
Distributed Stochastic Approximation Algorithm With Expanding Truncations
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 2, 页码: 664-679
作者:
Lei, Jinlong
;
Chen, Han-Fu
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浏览/下载:132/0
  |  
提交时间:2020/05/24
Distributed optimization
distributed stochastic approximation
expanding truncation
multiagent network
Adaptive Exact Penalty Design for Constrained Distributed Optimization
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 11, 页码: 4661-4667
作者:
Zhou, Hongbing
;
Zeng, Xianlin
;
Hong, Yiguang
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浏览/下载:115/0
  |  
提交时间:2020/05/24
Optimization
Distributed algorithms
Linear programming
Convex functions
Adaptive control
Convergence
Adaptive algorithms
Adaptive algorithm
convex and nondifferentiable function
distributed optimization
exact penalty method
Asynchronous Implementation of Distributed Coordination Algorithms: Conditions Using Partially Scrambling and Essentially Cyclic Matrices
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 6, 页码: 1745-1752
作者:
Chen, Yao
;
Xia, Weiguo
;
Cao, Ming
;
Lu, Jinhu
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浏览/下载:139/0
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提交时间:2018/07/30
Asynchronous implementation
distributed coordination algorithm (DCA)
essentially cyclic matrix
partially scrambling matrix
Distributed Nonsmooth Optimization With Coupled Inequality Constraints via Modified Lagrangian Function
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 6, 页码: 1753-1759
作者:
Liang, Shu
;
Zeng, Xianlin
;
Hong, Yiguang
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浏览/下载:143/0
  |  
提交时间:2018/07/30
Coupled constraint
distributed optimization
modified Lagrangian function
nonsmooth analysis
primal-dual dynamics
Distributed Continuous-Time Algorithm for Constrained Convex Optimizations via Nonsmooth Analysis Approach
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 10, 页码: 5227-5233
作者:
Zeng, Xianlin
;
Yi, Peng
;
Hong, Yiguang
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  |  
浏览/下载:116/0
  |  
提交时间:2018/07/30
Constrained distributed optimization
continuous-time algorithms
multi-agent systems
nonsmooth analysis
projected dynamical systems
Nash Equilibrium Computation in Subnetwork Zero-Sum Games With Switching Communications
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 10, 页码: 2920-2935
作者:
Lou, Youcheng
;
Hong, Yiguang
;
Xie, Lihua
;
Shi, Guodong
;
Johansson, Karl Henrik
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  |  
浏览/下载:102/0
  |  
提交时间:2018/07/30
Heterogeneous stepsizes
joint connection
multi-agent systems
Nash equilibrium
weight-unbalanced graphs
Distributed Randomized PageRank Algorithm Based on Stochastic Approximation
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 卷号: 60, 期号: 6, 页码: 1641-1646
作者:
Lei, Jinlong
;
Chen, Han-Fu
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  |  
浏览/下载:116/0
  |  
提交时间:2018/07/30
Distributed randomized PageRank algorithm
stochastic approximation
strong consistency