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Li-Zhi Liao
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2020 – today
- 2024
- [j49]Liangshao Hou
, Delin Chu
Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 36(1): 77-89 (2024) - [j48]Xingbao Gao
Novel Continuous- and Discrete-Time Neural Networks for Solving Quadratic Minimax Problems With Linear Equality Constraints. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9814-9828 (2024) - 2023
- [j47]Liangshao Hou, Delin Chu
A Progressive Hierarchical Alternating Least Squares Method for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5355-5369 (2023) - 2022
- [j46]Liangshao Hou, Xun Qian
An Interior Point Parameterized Central Path Following Algorithm for Linearly Constrained Convex Programming. J. Sci. Comput. 90(3): 95 (2022) - 2020
- [j45]Xun Qian, Li-Zhi Liao
A strategy of global convergence for the affine scaling algorithm for convex semidefinite programming. Math. Program. 179(1): 1-19 (2020)
2010 – 2019
- 2018
- [j44]Hong Zhu, Chuan Chen, Li-Zhi Liao, Michael K. Ng
Multiple graphs clustering by gradient flow method. J. Frankl. Inst. 355(4): 1819-1845 (2018) - [j43]Jie Sun
Quadratic two-stage stochastic optimization with coherent measures of risk. Math. Program. 168(1-2): 599-613 (2018) - [j42]Hong Zhu, Li-Zhi Liao
Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality. Neural Comput. 30(12) (2018) - [j41]Xun Qian, Li-Zhi Liao, Jie Sun
The Convergent Generalized Central Paths for Linearly Constrained Convex Programming. SIAM J. Optim. 28(2): 1183-1204 (2018) - [c3]Xun Qian, Li-Zhi Liao:
Generalized Affine Scaling Trajectory Analysis for Linearly Constrained Convex Programming. ISNN 2018: 139-147 - 2017
- [j40]Hong Zhu, Xiaowei Zhang, Delin Chu, Li-Zhi Liao:
Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method. J. Sci. Comput. 72(1): 331-372 (2017) - [j39]Xingbao Gao, Li-Zhi Liao
A Novel Neural Network for Generally Constrained Variational Inequalities. IEEE Trans. Neural Networks Learn. Syst. 28(9): 2062-2075 (2017) - 2016
- [j38]Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan:
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data. SIAM J. Sci. Comput. 38(3) (2016) - 2015
- [j37]Delin Chu, Li-Zhi Liao, Michael Kwok-Po Ng, Xiaoyan Wang:
Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons. IEEE Trans. Neural Networks Learn. Syst. 26(11): 2716-2735 (2015) - 2014
- [j36]Li-Zhi Liao
A Study of the Dual Affine Scaling Continuous Trajectories for Linear Programming. J. Optim. Theory Appl. 163(2): 548-568 (2014) - [j35]Lei-Hong Zhang, Wei Hong Yang, Li-Zhi Liao
A note on the trace quotient problem. Optim. Lett. 8(5): 1637-1645 (2014) - 2013
- [j34]Lei-Hong Zhang, Li-Zhi Liao
Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis. J. Optim. Theory Appl. 157(3): 853-865 (2013) - [j33]Min Li, Li-Zhi Liao
Inexact Alternating Direction Methods of Multipliers with Logarithmic-Quadratic Proximal Regularization. J. Optim. Theory Appl. 159(2): 412-436 (2013) - [j32]Delin Chu, Li-Zhi Liao
Sparse Canonical Correlation Analysis: New Formulation and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 35(12): 3050-3065 (2013) - 2012
- [j31]Bingsheng He, Li-Zhi Liao
Proximal-like contraction methods for monotone variational inequalities in a unified framework I: Effective quadruplet and primary methods. Comput. Optim. Appl. 51(2): 649-679 (2012) - [j30]Bingsheng He, Li-Zhi Liao
Proximal-like contraction methods for monotone variational inequalities in a unified framework II: general methods and numerical experiments. Comput. Optim. Appl. 51(2): 681-708 (2012) - [j29]Lei-Hong Zhang, Li-Zhi Liao
An alternating variable method for the maximal correlation problem. J. Glob. Optim. 54(1): 199-218 (2012) - [j28]Wai-Ki Ching, Delin Chu, Li-Zhi Liao
Regularized orthogonal linear discriminant analysis. Pattern Recognit. 45(7): 2719-2732 (2012) - [j27]Delin Chu, Li-Zhi Liao
Sparse Orthogonal Linear Discriminant Analysis. SIAM J. Sci. Comput. 34(5) (2012) - 2011
- [j26]Lei-Hong Zhang, Li-Zhi Liao
Towards the global solution of the maximal correlation problem. J. Glob. Optim. 49(1): 91-107 (2011) - [j25]Michael K. Ng
On sparse linear discriminant analysis algorithm for high-dimensional data classification. Numer. Linear Algebra Appl. 18(2): 223-235 (2011) - [j24]Xing-Bao Gao, Li-Zhi Liao
Stability and Convergence Analysis for a Class of Neural Networks. IEEE Trans. Neural Networks 22(11): 1770-1782 (2011) - 2010
- [j23]Xiang Wang, Bingsheng He, Li-Zhi Liao
Steplengths in the extragradient type methods. J. Comput. Appl. Math. 233(11): 2925-2939 (2010) - [j22]Lei-Hong Zhang, Li-Zhi Liao
Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis. SIAM J. Matrix Anal. Appl. 31(4): 1584-1605 (2010) - [j21]Xing-Bao Gao, Li-Zhi Liao
A new one-layer neural network for linear and quadratic programming. IEEE Trans. Neural Networks 21(6): 918-929 (2010) - [c2]Li-Zhi Liao
Interior point based continuous methods for linear programming. IJCNN 2010: 1-3
2000 – 2009
- 2009
- [j20]Xing-Bao Gao, Li-Zhi Liao
A New Projection-Based Neural Network for Constrained Variational Inequalities. IEEE Trans. Neural Networks 20(3): 373-388 (2009) - 2008
- [j19]Min Li, Li-Zhi Liao
A modified descent method for co-coercive variational inequalities. Eur. J. Oper. Res. 189(2): 310-323 (2008) - [j18]C. T. Kelley, Li-Zhi Liao
Projected Pseudotransient Continuation. SIAM J. Numer. Anal. 46(6): 3071-3083 (2008) - 2007
- [j17]Xinlong Luo
Convergence analysis of the Levenberg-Marquardt method. Optim. Methods Softw. 22(4): 659-678 (2007) - 2006
- [j16]Xing-Bao Gao, Li-Zhi Liao
A Novel Neural Network for a Class of Convex Quadratic Minimax Problems. Neural Comput. 18(8): 1818-1846 (2006) - 2005
- [j15]Li-Zhi Liao
A Gradient-based Continuous Method for Large-scale Optimization Problems. J. Glob. Optim. 31(2): 271-286 (2005) - [j14]Xing-Bao Gao, Li-Zhi Liao
A novel neural network for variational inequalities with linear and nonlinear constraints. IEEE Trans. Neural Networks 16(6): 1305-1317 (2005) - 2004
- [j13]Li-Zhi Liao
Neurodynamical Optimization. J. Glob. Optim. 28(2): 175-195 (2004) - [j12]Yu-Hong Dai, Li-Zhi Liao, Duan Li
On Restart Procedures for the Conjugate Gradient Method. Numer. Algorithms 35(2-4): 249-260 (2004) - [j11]Xing-Bao Gao, Li-Zhi Liao
A neural network for a class of convex quadratic minimax problems with constraints. IEEE Trans. Neural Networks 15(3): 622-628 (2004) - 2003
- [j10]Bingsheng He, Li-Zhi Liao, Shengli Wang:
Self-adaptive operator splitting methods for monotone variational inequalities. Numerische Mathematik 94(4): 715-737 (2003) - 2002
- [j9]Li-Zhi Liao
Adaptive differential dynamic programming for multiobjective optimal control. Autom. 38(6): 1003-1015 (2002) - [j8]Chi-Kong Ng, Li-Zhi Liao, Duan Li:
A Globally Convergent and Efficient Method for Unconstrained Discrete-Time Optimal Control. J. Glob. Optim. 23(3-4): 401-421 (2002) - [j7]Bingsheng He, Li-Zhi Liao
A new inexact alternating directions method for monotone variational inequalities. Math. Program. 92(1): 103-118 (2002) - 2001
- [j6]Qiaoming Han, Li-Zhi Liao
Stability Analysis of Gradient-Based Neural Networks for Optimization Problems. J. Glob. Optim. 19(4): 363-381 (2001) - 2000
- [j5]Houduo Qi, Li-Zhi Liao
A Smoothing Newton Method for General Nonlinear Complementarity Problems. Comput. Optim. Appl. 17(2-3): 231-253 (2000) - [j4]Li-Zhi Liao
Successive method for general multiple linear-quadratic control problem in discrete time. IEEE Trans. Autom. Control. 45(7): 1380-1385 (2000)
1990 – 1999
- 1999
- [j3]Li-Zhi Liao:
A Recurrent Neural Network for N-Stage Optimal Control Problems. Neural Process. Lett. 10(3): 195-200 (1999) - [j2]Houduo Qi, Li-Zhi Liao:
A Smoothing Newton Method for Extended Vertical Linear Complementarity Problems. SIAM J. Matrix Anal. Appl. 21(1): 45-66 (1999) - 1993
- [j1]Hugh M. Caffey, Li-Zhi Liao, Christine A. Shoemaker
Parallel Processing of Large Scale Discrete-Time Unconstrained Differential Dynamic Programming. Parallel Comput. 19(9): 1003-1017 (1993) - [c1]Li-Zhi Liao, Christine A. Shoemaker:
A Parallel Clustered Dynamic Programming Algorithm for Discrete Time Optimal Control Problems. PPSC 1993: 632-638
Coauthor Index
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