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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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ADAPTIVE LOW-NONNEGATIVE-RANK APPROXIMATION FOR STATE AGGREGATION OF MARKOV CHAINS
期刊论文
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2020, 卷号: 41, 期号: 1, 页码: 244-278
Authors:
Duan, Yaqi
;
Wang, Mengdi
;
Wen, Zaiwen
;
Yuan, Yaxiang
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View/Download:7/0
  |  
Submit date:2020/09/23
Markov chain
state aggregation
nonnegative matrix factorization
atomic norm
proximal alternating linearized minimization
Distributed continuous-time algorithm for a general nonsmooth monotropic optimization problem
期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2019, 卷号: 29, 期号: 10, 页码: 3252-3266
Authors:
Li, Xiuxian
;
Xie, Lihua
;
Hong, Yiguang
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View/Download:21/0
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Submit date:2020/01/10
continuous-time networks
distributed convex optimization
general monotropic optimization problems
nonsmooth analysis
AN OUTER APPROXIMATION METHOD FOR A CLASS OF MINIMAX CONVEX MINLP PROBLEMS
期刊论文
JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2019, 卷号: 20, 期号: 3, 页码: 379-393
Authors:
Chen, Liang
;
Dai, Yu-Hong
;
Wei, Zhou
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View/Download:19/0
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Submit date:2020/01/10
Minimax convex problem
MINLP
outer approximation
subgradient
master program
DISTRIBUTED SUBGRADIENT-FREE STOCHASTIC OPTIMIZATION ALGORITHM FOR NONSMOOTH CONVEX FUNCTIONS OVER TIME-VARYING NETWORKS
期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2019, 卷号: 57, 期号: 4, 页码: 2821-2842
Authors:
Wang, Yinghui
;
Zhao, Wenxiao
;
Hong, Yiguang
;
Zamani, Mohsen
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View/Download:24/0
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Submit date:2019/10/28
distributed stochastic optimization
gradient-/subgadient-free algorithm
nonsmoothness
randomized differences
Privacy Preservation in Distributed Subgradient Optimization Algorithms
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2154-2165
Authors:
Lou, Youcheng
;
Yu, Lean
;
Wang, Shouyang
;
Yi, Peng
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View/Download:20/0
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Submit date:2018/07/30
Asynchronous optimization
distributed optimization
heterogeneous-stepsize
privacy preservation
Optimal distributed stochastic mirror descent for strongly convex optimization
期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
Authors:
Yuan, Deming
;
Hong, Yiguang
;
Ho, Daniel W. C.
;
Jiang, Guoping
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View/Download:23/0
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Submit date:2018/07/30
Distributed stochastic optimization
Strong convexity
Non-Euclidean divergence
Mirror descent
Epoch gradient descent
Optimal convergence rate
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
Authors:
Zeng, Xianlin
;
Yi, Peng
;
Hong, Yiguang
;
Xie, Lihua
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View/Download:24/0
  |  
Submit date:2019/03/05
extended monotropic optimization
distributed algorithms
nonsmooth convex functions
decomposition methods
differential inclusions
Privacy Preservation in Distributed Subgradient Optimization Algorithms
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2154
Authors:
Lou, Youcheng
;
Yu, Lean
;
Wang, Shouyang
;
Yi, Peng
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View/Download:14/0
  |  
Submit date:2019/12/31
Bounded perturbation resilience of extragradient-type methods and their applications
期刊论文
Journal of Inequalities and Applications, 2017, 卷号: 2017, 期号: 1
Authors:
Dong,Q-L
;
Gibali,A
;
Jiang,D
;
Tang,Y
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View/Download:20/0
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Submit date:2018/07/30
inertial-type method
bounded perturbation resilience
extragradient method
subgradient extragradient method
variational inequality
49J35
58E35
65K15
90C47
Approximate representation of the Pareto frontier in multiparty negotiations: Decentralized methods and privacy preservation
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 卷号: 254, 期号: 3, 页码: 968-976
Authors:
Lou, Youcheng
;
Wang, Shouyang
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View/Download:16/0
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Submit date:2018/07/30
Multiparty negotiations
Decentralized methods
Privacy preservation
Pareto optimal solutions