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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
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Nonsmooth manifold optimization
Semismooth Newton method
Augmented Lagrangian method
Riemannian manifold
High-Order L-k Approximation for Subdiffusion (Dec, 2021)
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2022, 卷号: 93, 期号: 1
作者:
Shi, Jiankang
;
Chen, Minghua
;
Yan, Yubin
;
Cao, Jianxiong
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  |  
浏览/下载:31/0
  |  
提交时间:2022/09/22
Subdiffusion
L-k approximation
Bose-Einstein integral
Convergence analysis
Nonsmooth data
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
Global and Asymptotically Efficient Localization From Range Measurements
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 卷号: 70, 页码: 5041-5057
作者:
Zeng, Guangyang
;
Mu, Biqiang
;
Chen, Jiming
;
Shi, Zhiguo
;
Wu, Junfeng
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  |  
浏览/下载:3/0
  |  
提交时间:2023/02/07
Range measurements
TOA localization
two-step localization
large-sample analysis
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
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  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
SHARP REGULARITY ESTIMATES FOR SOLUTIONS OF THE CONTINUITY EQUATION DRIFTED BY SOBOLEV VECTOR FIELDS
期刊论文
ANALYSIS & PDE, 2021, 卷号: 14, 期号: 8, 页码: 2539-2559
作者:
Brue, Elia
;
Quoc-Hung Nguyen
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  |  
浏览/下载:2/0
  |  
提交时间:2022/04/02
ordinary differential equations with nonsmooth vector fields
continuity equation
transport equation
regular Lagrangian flow
BV function
log-Sobolev space
Bressan's mixing conjecture
Fixed-Time Sliding Mode Disturbance Observer-Based Nonsmooth Backstepping Control for Hypersonic Vehicles
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 4377-4386
作者:
Sun, Jinlin
;
Yi, Jianqiang
;
Pu, Zhiqiang
;
Tan, Xiangmin
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  |  
浏览/下载:27/0
  |  
提交时间:2021/01/07
Backstepping
Disturbance observers
Backstepping
finite-time control
fixed-time observer
Adaptive Fuzzy Nonsmooth Backstepping Output-Feedback Control for Hypersonic Vehicles With Finite-Time Convergence
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 10, 页码: 2320-2334
作者:
Sun, Jinlin
;
Yi, Jianqiang
;
Pu, Zhiqiang
;
Liu, Zhen
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  |  
浏览/下载:18/0
  |  
提交时间:2021/01/07
Backstepping
Adaptive fuzzy control
Fuzzy logic
finite-time control
fixed-time state observer
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
收藏
  |  
浏览/下载:17/0
  |  
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:10/0
  |  
提交时间:2020/05/24
Continuous-time algorithms
coupled inequality constraints
distributed convex optimization
multiagent networks
nonsmooth analysis
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