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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
Favorite  |  View/Download:87/0  |  Submit date:2019/04/02
sparse approximation  projected gradient method  global convergence  signal recovery  index tracking  
efficientprojectedgradientmethodsforcardinalityconstrainedoptimization 期刊论文
sciencechinamathematics, 2019, 卷号: 62, 期号: 2, 页码: 245
Authors:  Xu Fengmin;  Dai Yuhong;  Zhao Zhihu;  Xu Zongben
Favorite  |  View/Download:61/0  |  Submit date:2020/01/10
An adaptive Lagrangian algorithm for optimal portfolio deleveraging with cross-impact 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2017, 卷号: 30, 期号: 5, 页码: 1121-1135
Authors:  Xu, Fengmin;  Sun, Min;  Dai, Yuhong
Favorite  |  View/Download:53/0  |  Submit date:2018/07/30
Adaptive Lagrangian algorithm  deleveraging  price cross-impact  
anadaptivelagrangianalgorithmforoptimalportfoliodeleveragingwithcrossimpact 期刊论文
journalofsystemsscienceandcomplexity, 2017, 卷号: 30, 期号: 5, 页码: 1121
Authors:  Xu Fengmin;  Sun Min;  Dai Yuhong
Favorite  |  View/Download:40/0  |  Submit date:2020/01/10
A framework of constraint preserving update schemes for optimization on Stiefel manifold 期刊论文
MATHEMATICAL PROGRAMMING, 2015, 卷号: 153, 期号: 2, 页码: 535-575
Authors:  Jiang, Bo;  Dai, Yu-Hong
Favorite  |  View/Download:49/0  |  Submit date:2018/07/30
Stiefel manifold  Orthogonality constraint  Sphere constraint  Range space  Null space  Barzilai-Borwein-like method  Feasible  Adaptive nonmonotone line search  Low-rank correlation matrix  Kohn-Sham total energy minimization  Heterogeneous quadratic functions  
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
Favorite  |  View/Download:48/0  |  Submit date:2018/07/30
Monotone projected gradient algorithm  Support Vector Machine (SVM)  adaptive steepest descent step-size  Dai-Yuan step-size  projection subproblem  
The cyclic Barzilai-Borwein method for unconstrained optimization 期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2006, 卷号: 26, 期号: 3, 页码: 604-627
Authors:  Dai, Yu-Hong;  Hager, William W.;  Schittkowski, Klaus;  Zhang, Hongchao
Favorite  |  View/Download:51/0  |  Submit date:2018/07/30
unconstrained optimization  gradient method  convex quadratic programming  non-monotone line search  
Adaptive two-point stepsize gradient algorithm 期刊论文
NUMERICAL ALGORITHMS, 2001, 卷号: 27, 期号: 4, 页码: 377-385
Authors:  Dai, YH;  Zhang, HC
Favorite  |  View/Download:47/0  |  Submit date:2018/07/30
unconstrained optimization  steepest descent method  two-point stepsize gradient method  nonmonotone line search