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Distributed Continuous-Time Nonsmooth Convex Optimization With Coupled Inequality Constraints 期刊论文
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 卷号: 7, 期号: 1, 页码: 74-84
作者:  Li, Xiuxian;  Xie, Lihua;  Hong, Yiguang
收藏  |  浏览/下载：153/0  |  提交时间：2020/05/24
Continuous-time algorithms  coupled inequality constraints  distributed convex optimization  multiagent networks  nonsmooth analysis  
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
收藏  |  浏览/下载：146/0  |  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  
Optimal distributed stochastic mirror descent for strongly convex optimization 期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
作者:  Yuan, Deming;  Hong, Yiguang;  Ho, Daniel W. C.;  Jiang, Guoping
收藏  |  浏览/下载：161/0  |  提交时间：2018/07/30
Distributed stochastic optimization  Strong convexity  Non-Euclidean divergence  Mirror descent  Epoch gradient descent  Optimal convergence rate  
Distributed Algorithm for Robust Resource Allocation with Polyhedral Uncertain Allocation Parameters 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 1, 页码: 103-119
作者:  Zeng, Xianlin;  Yi, Peng;  Hong, Yiguang
收藏  |  浏览/下载：175/0  |  提交时间：2018/07/30
Distributed optimization  resource allocation  robust optimization  polyhedral uncertain parameters  nonsmooth optimization  
Targeted agreement of multiple Lagrangian systems* 期刊论文
AUTOMATICA, 2017, 卷号: 84, 页码: 109-116
作者:  Meng, Ziyang;  Yang, Tao;  Shi, Guodong;  Dimarogonas, Dimos V.;  Hong, Yiguang;  Johansson, Karl Henrik
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
Lagrangian systems  Switching topologies  Targeted agreement