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Inexact proximal stochastic gradient method for convex composite optimization 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2017, 卷号: 68, 期号: 3, 页码: 579-618
作者:  Wang, Xiao;  Wang, Shuxiong;  Zhang, Hongchao
收藏  |  浏览/下载：150/0  |  提交时间：2018/07/30
Convex composite optimization  Empirical risk minimization  Stochastic gradient  Inexact methods  Global convergence  Complexity bound  
Critical Connectivity and Fastest Convergence Rates of Distributed Consensus With Switching Topologies and Additive Noises 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 12, 页码: 6152-6167
作者:  Chen, Ge;  Wang, Le Yi;  Chen, Chen;  Yin, George
收藏  |  浏览/下载：170/0  |  提交时间：2018/07/30
Average-consensus  jointly-connected topology  multiagent system  networked system  stochastic approximation  
An efficient stochastic approach for robust time-optimal trajectory planning of robotic manipulators under limited actuation 期刊论文
ROBOTICA, 2017, 卷号: 35, 期号: 12, 页码: 2400-2417
作者:  Zhao, Ming-Yong;  Gao, Xiao-Shan;  Zhang, Qiang
收藏  |  浏览/下载：130/0  |  提交时间：2018/07/30
Robust trajectory planning  Robotic manipulators  Stochastic optimization  Probability constraint  Linear programming  
A condition-based maintenance model for a single component in a system with scheduled and unscheduled downs 期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2017, 卷号: 193, 页码: 365-380
作者:  Zhu, Qiushi;  Peng, Hao;  Timmerman, Bas;  van Houtum, Geert-Jan
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
Condition-based maintenance  Complex systems  Opportunistic maintenance  Scheduled downs  Unscheduled downs  
Probabilistic Safety Verification of Stochastic Hybrid Systems Using Barrier Certificates 期刊论文
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2017, 卷号: 16, 页码: 19
作者:  Huang, Chao;  Chen, Xin;  Lin, Wang;  Yang, Zhengfeng;  Li, Xuandong
收藏  |  浏览/下载：115/0  |  提交时间：2018/07/30
Stochastic hybrid systems  safety verification  barrier certificate  
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：100/0  |  提交时间：2018/07/25
stochastic linear-quadratic optimal control  transmission delay  forward-backward stochastic difference equation  convexity  
Local optimization-based statistical inference 期刊论文
ELECTRONIC JOURNAL OF STATISTICS, 2017, 卷号: 11, 期号: 1, 页码: 2295-2320
作者:  Xiong, Shifeng
收藏  |  浏览/下载：123/0  |  提交时间：2018/07/30
Bootstrap  importance sampling  non-regular problem  resampling  space-filling design  stochastic programming  
AN EFFICIENT GRADIENT PROJECTION METHOD FOR STOCHASTIC OPTIMAL CONTROL PROBLEMS 期刊论文
SIAM JOURNAL ON NUMERICAL ANALYSIS, 2017, 卷号: 55, 期号: 6, 页码: 2982-3005
作者:  Gong, Bo;  Liu, Wenbin;  Tang, Tao;  Zhao, Weidong;  Zhou, Tao
收藏  |  浏览/下载：141/0  |  提交时间：2018/07/30
stochastic optimal control  gradient projection methods  backward stochastic differential equations  conditional expectations  
Robust two-stage stochastic linear optimization with risk aversion 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 卷号: 256, 期号: 1, 页码: 215-229
作者:  Ling, Aifan;  Sun, Jie;  Xiu, Naihua;  Yang, Xiaoguang
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
Uncertainty modeling  Stochastic programming  Robust optimization  Conditional value-at-risk  Semidefinite programming  
DISTRIBUTED CLASSIFICATION LEARNING BASED ON NONLINEAR VECTOR SUPPORT MACHINES FOR SWITCHING NETWORKS 期刊论文
KYBERNETIKA, 2017, 卷号: 53, 期号: 4, 页码: 595-611
作者:  Wang, Yinghui;  Lin, Peng;  Qin, Huashu
收藏  |  浏览/下载：101/0  |  提交时间：2018/07/30
nonlinear support vector machine  multi-agent system  distributed optimization  connectivity