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A null-space primal-dual interior-point algorithm for nonlinear optimization with nice convergence properties 期刊论文
MATHEMATICAL PROGRAMMING, 2010, 卷号: 125, 期号: 1, 页码: 163-193
Authors:  Liu, Xinwei;  Yuan, Yaxiang
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Global and local convergences  Null-space technique  Primal-dual interior-point methods  Nonlinear optimization with inequality and equality constraints  
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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Nonlinear equations  Nonlinear least squares  Subspace  Trust region  Line search  
A novel regularized fisher discriminant method for face recognition based on subspace and rank lifting scheme 期刊论文
AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PROCEEDINGS, 2005, 卷号: 3784, 页码: 152-159
Authors:  Chen, WS;  Yuen, PC;  Huang, J;  Lai, JH;  Tang, JL
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face recognition  linear discriminant analysis  small sample size problem  regularized method  null space