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Distributed Computation of Linear Matrix Equations: An Optimization Perspective 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 5, 页码: 1858-1873
作者:  Zeng, Xianlin;  Liang, Shu;  Hong, Yiguang;  Chen, Jie
收藏  |  浏览/下载:172/0  |  提交时间:2020/01/10
Constrained convex optimization  distributed computation  least squares solution  linear matrix equation  substitutional decomposition  
On input design for regularized LTI system identification: Power-constrained input 期刊论文
AUTOMATICA, 2018, 卷号: 97, 页码: 327-338
作者:  Mu, Biqiang;  Chen, Tianshi
收藏  |  浏览/下载:280/0  |  提交时间:2018/11/16
Input design  Bayesian mean square error  Kernel-based regularization  LTI system identification  Convex optimization  
Time-Inconsistent Mean-Field Stochastic LQ Problem: Open-Loop Time-Consistent Control 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 9, 页码: 2771-2786
作者:  Ni, Yuan-Hua;  Zhang, Ji-Feng;  Krstic, Miroslav
收藏  |  浏览/下载:129/0  |  提交时间:2018/10/07
Forward-backward stochastic difference equation  mean-field theory  stochastic linear-quadratic optimal control  time inconsistency  
Time-Inconsistent Mean-Field Stochastic LQ Problem: Open-Loop Time-Consistent Control 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 9, 页码: 2771-2786
作者:  Ni, Yuan-Hua;  Zhang, Ji-Feng;  Krstic, Miroslav
收藏  |  浏览/下载:120/0  |  提交时间:2018/10/07
Forward-backward stochastic difference equation  mean-field theory  stochastic linear-quadratic optimal control  time inconsistency  
DISTRIBUTED CONTINUOUS-TIME ALGORITHMS FOR NONSMOOTH EXTENDED MONOTROPIC OPTIMIZATION PROBLEMS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2018, 卷号: 56, 期号: 6, 页码: 3973-3993
作者:  Zeng, Xianlin;  Yi, Peng;  Hong, Yiguang;  Xie, Lihua
收藏  |  浏览/下载:167/0  |  提交时间:2019/03/05
extended monotropic optimization  distributed algorithms  nonsmooth convex functions  decomposition methods  differential inclusions  
HETEROGENEOUS MULTISCALE METHOD FOR OPTIMAL CONTROL PROBLEM GOVERNED BY ELLIPTIC EQUATIONS WITH HIGHLY OSCILLATORY COEFFICIENTS 期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2018, 卷号: 36, 期号: 5, 页码: 644-660
作者:  Ge, Liang;  Yan, Ningning;  Wang, Lianhai;  Liu, Wenbin;  Yang, Danping
收藏  |  浏览/下载:185/0  |  提交时间:2019/03/05
Constrained convex optimal control  Heterogeneous multiscale finite element  A priori error estimate  Elliptic equations with highly oscillatory coefficients  
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
收藏  |  浏览/下载:118/0  |  提交时间:2018/07/30
Constrained distributed optimization  continuous-time algorithms  multi-agent systems  nonsmooth analysis  projected dynamical systems  
Constrained Consensus Algorithms With Fixed Step Size for Distributed Convex Optimization Over Multiagent Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 8, 页码: 4259-4265
作者:  Liu, Qingshan;  Yang, Shaofu;  Hong, Yiguang
收藏  |  浏览/下载:125/0  |  提交时间:2018/07/30
Constrained consensus  convergence  distributed optimization  multiagent network  
DELAYED OPTIMAL CONTROL OF STOCHASTIC LQ PROBLEM 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2017, 卷号: 55, 期号: 5, 页码: 3370-3407
作者:  Ni, Yuan-Hua;  Yiu, Ka-Fai Cedric;  Zhang, Huanshui;  Zhang, Ji-Feng
收藏  |  浏览/下载:101/0  |  提交时间:2018/07/25
stochastic linear-quadratic optimal control  transmission delay  forward-backward stochastic difference equation  convexity  
OVERLAPPING DOMAIN DECOMPOSITION PRECONDITIONERS FOR UNCONSTRAINED ELLIPTIC OPTIMAL CONTROL PROBLEMS 期刊论文
INTERNATIONAL JOURNAL OF NUMERICAL ANALYSIS AND MODELING, 2017, 卷号: 14, 期号: 4-5, 页码: 550-570
作者:  Tan, Zhiyu;  Gong, Wei;  Yan, Ningning
收藏  |  浏览/下载:110/0  |  提交时间:2018/07/30
Overlapping domain decomposition method  elliptic optimal control problem  preconditioned MINRES method  preconditioned GMRES method