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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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Efficient projected gradient methods for cardinality constrained optimization
期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 2, 页码: 245-268
Authors:
Xu, Fengmin
;
Dai, Yuhong
;
Zhao, Zhihu
;
Xu, Zongben
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View/Download:134/0
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Submit date:2019/04/02
sparse approximation
projected gradient method
global convergence
signal recovery
index tracking
Analysis on inexact block diagonal preconditioners for elliptic PDE-constrained optimization problems
期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2017, 卷号: 74, 期号: 10, 页码: 2423-2437
Authors:
Huang, Na
;
Ma, Chang-Feng
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View/Download:404/111
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Submit date:2018/07/25
PDE-constrained optimization
Saddle point matrices
Preconditioner
Cholesky decomposition
Spectral bound
Smoothing projected Barzilai-Borwein method for constrained non-Lipschitz optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2016, 卷号: 65, 期号: 3, 页码: 671-698
Authors:
Huang, Yakui
;
Liu, Hongwei
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View/Download:119/0
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Submit date:2018/07/30
Smoothing projected Barzilai-Borwein algorithm
Constrained non-Lipschitz optimization
Nonsmooth nonconvex optimization
Smoothing approximation
l(2)-l(p) problem
Image restoration
Stochastic linear complementarity problem
L-p-NORM REGULARIZATION ALGORITHMS FOR OPTIMIZATION OVER PERMUTATION MATRICES
期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2016, 卷号: 26, 期号: 4, 页码: 2284-2313
Authors:
Jiang, Bo
;
Liu, Ya-Feng
;
Wen, Zaiwen
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View/Download:102/0
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Submit date:2018/07/30
permutation matrix
doubly stochastic matrix
quadratic assignment problem
Lp regularization
cutting plane
negative proximal p oint
Barzilai-Borwein method
A parallel decomposition algorithm for training multiclass kernel-based vector machines
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2011, 卷号: 26, 期号: 3, 页码: 431-454
Authors:
Niu, Lingfeng
;
Yuan, Ya-Xiang
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View/Download:68/0
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Submit date:2018/07/30
Kernel-based vector machines
decomposition method
projected gradient
parallel algorithm
IMPROVED PROJECTED GRADIENT ALGORITHMS FOR SINGLY LINEARLY CONSTRAINED QUADRATIC PROGRAMS SUBJECT TO LOWER AND UPPER BOUNDS
期刊论文
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2010, 卷号: 27, 期号: 1, 页码: 71-84
Authors:
Fu, Yun-Shan
;
Dai, Yu-Hong
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View/Download:81/0
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Submit date:2018/07/30
Monotone projected gradient algorithm
Support Vector Machine (SVM)
adaptive steepest descent step-size
Dai-Yuan step-size
projection subproblem
Subspace methods for large scale nonlinear equations and nonlinear least squares
期刊论文
OPTIMIZATION AND ENGINEERING, 2009, 卷号: 10, 期号: 2, 页码: 207-218
Authors:
Yuan, Ya-Xiang
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View/Download:71/0
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Submit date:2018/07/30
Nonlinear equations
Nonlinear least squares
Subspace
Trust region
Line search
Monotone projected gradient methods for large-scale box-constrained quadratic programming
期刊论文
SCIENCE IN CHINA SERIES A-MATHEMATICS, 2006, 卷号: 49, 期号: 5, 页码: 688-702
Authors:
Zhou Bin
;
Gao Li
;
Dai Yuhong
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View/Download:67/0
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Submit date:2018/07/30
projected gradients
monotone gradient methods
box-constrained quadratic programming
large-scale problems
Projected Barzilai-Borwein methods for large-scale box-constrained quadratic programming
期刊论文
NUMERISCHE MATHEMATIK, 2005, 卷号: 100, 期号: 1, 页码: 21-47
Authors:
Dai, YH
;
Fletcher, R
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View/Download:73/0
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Submit date:2018/07/30
A subspace limited memory quasi-Newton algorithm for large-scale nonlinear bound constrained optimization
期刊论文
MATHEMATICS OF COMPUTATION, 1997, 卷号: 66, 期号: 220, 页码: 1509-1520
Authors:
Ni, Q
;
Yuan, Y
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View/Download:67/0
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Submit date:2018/07/30
subspace quasi-Newton method
limited memory
projected search
large-scale problem
bound constrained optimization