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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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On the Nonergodic Convergence Rate of an Inexact Augmented Lagrangian Framework for Composite Convex Programming
期刊论文
MATHEMATICS OF OPERATIONS RESEARCH, 2019, 卷号: 44, 期号: 2, 页码: 632-650
Authors:
Liu, Ya-Feng
;
Liu, Xin
;
Ma, Shiqian
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View/Download:131/0
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Submit date:2020/01/10
inexact augmented Lagrangian framework
nonergodic convergence rate
composite convex programming
PENALTY METHODS WITH STOCHASTIC APPROXIMATION FOR STOCHASTIC NONLINEAR PROGRAMMING
期刊论文
MATHEMATICS OF COMPUTATION, 2017, 卷号: 86, 期号: 306, 页码: 1793-1820
Authors:
Wang, Xiao
;
Ma, Shiqian
;
Yuan, Ya-Xiang
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View/Download:85/0
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Submit date:2018/07/30
Stochastic programming
nonlinear programming
stochastic approximation
penalty method
global complexity bound
A smoothing SQP framework for a class of composite minimization over polyhedron
期刊论文
MATHEMATICAL PROGRAMMING, 2016, 卷号: 158, 期号: 1-2, 页码: 467-500
Authors:
Liu, Ya-Feng
;
Ma, Shiqian
;
Dai, Yu-Hong
;
Zhang, Shuzhong
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View/Download:88/0
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Submit date:2018/07/30
Composite L-q minimization
epsilon-KKT point
Nonsmooth nonconvex non-Lipschitzian optimization
Optimality condition
Smoothing approximation
Worst-case iteration complexity
Joint Power and Admission Control: Non-Convex L-q Approximation and An Effective Polynomial Time Deflation Approach
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 卷号: 63, 期号: 14, 页码: 3641-3656
Authors:
Liu, Ya-Feng
;
Dai, Yu-Hong
;
Ma, Shiqian
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View/Download:64/0
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Submit date:2018/07/30
Admission control
complexity
non-convex approximation
potential reduction algorithm
power control
sparse optimization
Projected Barzilai-Borwein method for large-scale nonnegative image restoration
期刊论文
INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2007, 卷号: 15, 期号: 6, 页码: 559-583
Authors:
Wang, Yanfei
;
Ma, Shiqian
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View/Download:53/0
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Submit date:2018/07/30
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