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QUADRATIC GROWTH CONDITIONS FOR CONVEX MATRIX OPTIMIZATION PROBLEMS ASSOCIATED WITH SPECTRAL FUNCTIONS 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2017, 卷号: 27, 期号: 4, 页码: 2332-2355
作者:  Cui, Ying;  Ding, Chao;  Zhao, Xinyuan
收藏  |  浏览/下载:158/0  |  提交时间:2018/07/30
matrix optimization  spectral functions  quadratic growth conditions  metric sub regularity  augmented Lagrangian function  fast convergence rates  
Explicit reformulations for robust optimization problems with general uncertainty sets 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2007, 卷号: 18, 期号: 4, 页码: 1436-1466
作者:  Averbakh, Igor;  Zhao, Yun-Bin
收藏  |  浏览/下载:88/0  |  提交时间:2018/07/30
robust optimization  data uncertainty  mathematical programming  homogeneous functions  convex analysis  
An interior-point trust-region algorithm for general symmetric cone programming 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2007, 卷号: 18, 期号: 1, 页码: 65-86
作者:  Lu, Ye;  Yuan, Ya-Xiang
收藏  |  浏览/下载:129/0  |  提交时间:2018/07/30
interior  point algorithm  trust-region subproblem  symmetric cone  
Nonlinear inexact Uzawa algorithms for linear and nonlinear saddle-point problems 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2006, 卷号: 16, 期号: 3, 页码: 798-825
作者:  Hu, QY;  Zou, J
收藏  |  浏览/下载:98/0  |  提交时间:2018/07/30
linear and nonlinear saddle-point problems  inexact Uzawa algorithm  preconditioning  
Constructing generalized mean functions using convex functions with regularity conditions 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2006, 卷号: 17, 期号: 1, 页码: 37-51
作者:  Zhao, YB;  Fang, SC;  Li, D
收藏  |  浏览/下载:104/0  |  提交时间:2018/07/30
convexity  mathematical programming  generalized mean function  self-concordant functions  S*-regular functions  
Monotonicity of fixed point and normal mappings associated with variational inequality and its application 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2001, 卷号: 11, 期号: 4, 页码: 962-973
作者:  Zhao, YB;  Li, D
收藏  |  浏览/下载:95/0  |  提交时间:2018/07/30
variational inequalities  cocoercive maps  (strongly) monotone maps  fixed point and normal maps  iterative algorithm