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STRUCTURED QUASI-NEWTON METHODS FOR OPTIMIZATION WITH ORTHOGONALITY CONSTRAINTS 期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2019, 卷号: 41, 期号: 4, 页码: A2239-A2269
作者:  Hu, Jiang;  Jiang, Bo;  Lin, Lin;  Wen, Zaiwen;  Yuan, Ya-Xiang
收藏  |  浏览/下载：151/0  |  提交时间：2020/01/10
optimization with orthogonality constraints  structured quasi-Newton method  limited-memory Nystrom approximation  Hartree-Fock total energy minimization  
A NEW FIRST-ORDER ALGORITHMIC FRAMEWORK FOR OPTIMIZATION PROBLEMS WITH ORTHOGONALITY CONSTRAINTS 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2018, 卷号: 28, 期号: 1, 页码: 302-332
作者:  Gao, Bin;  Liu, Xin;  Chen, Xiaojun;  Yuan, Ya-Xiang
收藏  |  浏览/下载：160/0  |  提交时间：2018/07/30
orthogonality constraint  Stiefel manifold  Householder transformation  gradient projection  block coordinate descent  
A SEMISMOOTH NEWTON METHOD FOR SEMIDEFINITE PROGRAMS AND ITS APPLICATIONS IN ELECTRONIC STRUCTURE CALCULATIONS 期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2018, 卷号: 40, 期号: 6, 页码: A4131-A4157
作者:  Li, Yongfeng;  Wen, Zaiwen;  Yang, Chao;  Yuan, Ya-Xiang
收藏  |  浏览/下载：130/0  |  提交时间：2019/03/05
semidefinite programming  ADMM  semismooth Newton method  electronic structure calculation  two-body reduced density matrix  
PENALTY METHODS WITH STOCHASTIC APPROXIMATION FOR STOCHASTIC NONLINEAR PROGRAMMING 期刊论文
MATHEMATICS OF COMPUTATION, 2017, 卷号: 86, 期号: 306, 页码: 1793-1820
作者:  Wang, Xiao;  Ma, Shiqian;  Yuan, Ya-Xiang
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
Stochastic programming  nonlinear programming  stochastic approximation  penalty method  global complexity bound  
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
作者:  Niu, Lingfeng;  Yuan, Ya-Xiang
收藏  |  浏览/下载：94/0  |  提交时间：2018/07/30
Kernel-based vector machines  decomposition method  projected gradient  parallel algorithm  
Componentwise error bounds for linear complementarity problems 期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2011, 卷号: 31, 期号: 1, 页码: 348-357
作者:  Wang, Zhengyu;  Yuan, Ya-Xiang
收藏  |  浏览/下载：102/0  |  提交时间：2018/07/30
error bound  linear complementarity problem  convex quadratic programming  
Modeling and Algorithms of GPS Data Reduction for the Qinghai-Tibet Railway 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2010, 卷号: 11, 期号: 3, 页码: 753-758
作者:  Chen, Dewang;  Fu, Yun-Shan;  Cai, Baigen;  Yuan, Ya-Xiang
收藏  |  浏览/下载：111/0  |  提交时间：2018/07/30
Data reduction  Global Positioning System (GPS)  heuristic algorithms  Qinghai-Tibet railway (QTR)  shortest path problem  
Using truncated conjugate gradient method in trust-region method with two subproblems and backtracking line search 期刊论文
COMPUTATIONAL & APPLIED MATHEMATICS, 2010, 卷号: 29, 期号: 2, 页码: 89-106
作者:  Tang, Mingyun;  Yuan, Ya-Xiang
收藏  |  浏览/下载：82/0  |  提交时间：2018/07/30
truncated conjugate gradient  trust-region  two subproblems  backtracking  convergence  
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
作者:  Yuan, Ya-Xiang
收藏  |  浏览/下载：97/0  |  提交时间：2018/07/30
Nonlinear equations  Nonlinear least squares  Subspace  Trust region  Line search  
An interior-point trust-region polynomial algorithm for convex quadratic minimization subject to general convex constraints 期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2008, 卷号: 23, 期号: 2, 页码: 251-258
作者:  Lu, Ye;  Yuan, Ya-Xiang
收藏  |  浏览/下载：101/0  |  提交时间：2018/07/30
interior-point algorithm  self-concordant barrier  trust-region subproblem