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On the acceleration of the Barzilai-Borwein method 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 24
作者:  Huang, Yakui;  Dai, Yu-Hong;  Liu, Xin-Wei;  Zhang, Hongchao
收藏  |  浏览/下载:143/0  |  提交时间:2022/04/02
Barzilai-Borwein method  Gradient methods  Finite termination  Quadratic optimization  
Gradient methods exploiting spectral properties 期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2020, 页码: 25
作者:  Huang, Yakui;  Dai, Yu-Hong;  Liu, Xin-Wei;  Zhang, Hongchao
收藏  |  浏览/下载:147/0  |  提交时间:2020/05/24
Gradient methods  spectral property  Barizilai-Borwein method  linear convergence  quadratic optimization  bound constrained optimization  
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
作者:  Huang, Na;  Ma, Chang-Feng
浏览  |  Adobe PDF(577Kb)  |  收藏  |  浏览/下载:845/153  |  提交时间:2018/07/25
PDE-constrained optimization  Saddle point matrices  Preconditioner  Cholesky decomposition  Spectral bound  
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
作者:  Fu, Yun-Shan;  Dai, Yu-Hong
收藏  |  浏览/下载:106/0  |  提交时间:2018/07/30
Monotone projected gradient algorithm  Support Vector Machine (SVM)  adaptive steepest descent step-size  Dai-Yuan step-size  projection subproblem  
A sequential quadratic programming algorithm with non-monotone line search 期刊论文
PACIFIC JOURNAL OF OPTIMIZATION, 2008, 卷号: 4, 期号: 2, 页码: 335-351
作者:  Dai, Yu-Hong;  Schittkowski, Klaus
收藏  |  浏览/下载:93/0  |  提交时间:2018/07/30
SQP  sequential quadratic programming  nonlinear programming  non-monotone line search  merit function  convergence  numerical results  
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
作者:  Zhou Bin;  Gao Li;  Dai Yuhong
收藏  |  浏览/下载:98/0  |  提交时间:2018/07/30
projected gradients  monotone gradient methods  box-constrained quadratic programming  large-scale problems  
Analysis of monotone gradient methods 期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2005, 卷号: 1, 期号: 2, 页码: 181-192
作者:  Dai, Yu-Hong;  Yuan, Ya-xiang
收藏  |  浏览/下载:104/0  |  提交时间:2018/07/30
gradient method  monotone  nonmonotone  strictly convex quadratics  cycle  
R-linear convergence of the Barzilai and Borwein gradient method 期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2002, 卷号: 22, 期号: 1, 页码: 1-10
作者:  Dai, YH;  Liao, LZ
收藏  |  浏览/下载:115/0  |  提交时间:2018/07/30
unconstrained optimization  gradient method  R-linear convergence  strictly convex