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Accelerated Primal-Dual Projection Neurodynamic Approach with time Scaling for Linear and set Constrained Convex Optimization Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1485-1498
作者:
You Zhao
;
Xing He
;
Mingliang Zhou
;
Tingwen Huang
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  |  
浏览/下载:2/0
  |  
提交时间:2024/05/22
Accelerated projection neurodynamic approach
linear and set constraints
projection operators
smooth and nonsmooth convex optimization
time scaling
A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 页码: 61
作者:
Zhou, Yuhao
;
Bao, Chenglong
;
Ding, Chao
;
Zhu, Jun
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  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Nonsmooth manifold optimization
Semismooth Newton method
Augmented Lagrangian method
Riemannian manifold
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:
Tao, Wei
;
Wu, Gao-Wei
;
Tao, Qing
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  |  
浏览/下载:15/0
  |  
提交时间:2022/06/10
Heavy-ball (HB) methods
individual convergence
machine learning
momentum methods
nonsmooth optimization
sparsity
EXACT PENALTY FUNCTION FOR \ell2,1 NORM MINIMIZATION OVER THE STIEFEL MANIFOLD
期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2021, 卷号: 31, 期号: 4, 页码: 3097-3126
作者:
Xiao, Nachuan
;
Liu, Xin
;
Ya-Xiang Yuan
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  |  
浏览/下载:7/0
  |  
提交时间:2022/04/02
orthogonality constraint
Stiefel manifold
nonsmooth optimization
augmented Lagrangian method
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:
Tao, Wei
;
Pan, Zhisong
;
Wu, Gaowei
;
Tao, Qing
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  |  
浏览/下载:21/0
  |  
提交时间:2020/08/03
Convergence
Extrapolation
Optimization
Acceleration
Machine learning
Task analysis
Machine learning algorithms
Individual convergence
machine learning
Nesterov's extrapolation
nonsmooth optimization
sparsity
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
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浏览/下载:17/0
  |  
提交时间:2020/05/24
Continuous-time algorithms
coupled inequality constraints
distributed convex optimization
multiagent networks
nonsmooth analysis
Smoothing quadratic regularization method for hemivariational inequalities
期刊论文
OPTIMIZATION, 2020, 页码: 24
作者:
Zhang, Yanfang
;
Dai, Yu-Hong
;
Han, Weimin
;
Li, Zhibao
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  |  
浏览/下载:14/0
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提交时间:2020/05/24
Hemivariational inequality
contact mechanics
nonmonotone
nonsmooth optimization problem
smoothing quadratic regularization
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
作者:
Li, Xiuxian
;
Xie, Lihua
;
Hong, Yiguang
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  |  
浏览/下载:45/0
  |  
提交时间:2020/01/10
continuous-time networks
distributed convex optimization
general monotropic optimization problems
nonsmooth analysis
A Class of Alternating Linearization Algorithms for Nonsmooth Convex Optimization
期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2019, 卷号: 35, 页码: 435-443
作者:
Li, Dan
;
Shen, Jie
;
Lu, Yuan
;
Pang, Li-Ping
;
Xia, Zun-Quan
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
alternating linearization method
proximal point
convex programming
nonsmooth optimization
An infeasible bundle method for nonconvex constrained optimization with application to semi-infinite programming problems
期刊论文
NUMERICAL ALGORITHMS, 2019, 卷号: 80, 页码: 397-427
作者:
Lv, Jian
;
Pang, Li-Ping
;
Xu, Na
;
Xiao, Ze-Hao
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Semi-infinite programming
Constrained optimization
Nonconvex optimization
Nonsmooth optimization
Improvement function
Bundle method
90C26
49J52
93B40
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