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一、软件:
  1.SMCG_BB (Hongwei Liu, Zexian Liu)
  2.GM_AOS(cone) (Zexian Liu, Hongwei Liu)
 
二、论文: 


在线的主要论文

1. Jun Yang, Hongwei Liu

   The subgradient extragradient method extended to pseudomonotone equilibrium problems and fixed point problems in Hilbert space
   Optimization Letters. DOI: https://doi.org/10.1007/s11590-019-01474-1

2. Keke Zhang, Hongwei Liu and Zexian Liu

    A New Adaptive Subspace Minimization Three-Term Conjugate Gradient Algorithm for Unconstrained Optimization
    Journal of Computational Mathematics. DOI: 10.4208/jcm.1907-m2018-0173

3. Hongwei Liu, Jun Yang

    Weak convergence of iterative methods for solving quasimonotone variational inequalities

    Computational Optimization and Applications.  DOI: https://doi.org/10.1007/s10589-020-00217-8

2020年的主要论文

1. Zexian Liu,Hongwei Liu,Yu-Hong Dai. 
    An improved Dai–Kou conjugate gradient algorithm for unconstrained optimization. 
    Computational Optimization and Applications, 75, pp 145-167. 2020/1.

2.  Jun Yang, Hongwei Liu

    A self-adaptive method for pseudomonotone equilibrium problems and variational inequalities
    Computational Optimization and Applications. 75, pp 423-440. 2020/3.

3. Jun Yang, Hongwei Liu, Guaiwei Li 
    Convergence of a subgradient extragradient algorithm for solving monotone variational inequalities
    Numerical Algorithms. 84, pp 389-405. 2020/3.


2019年的主要论文
1. Huali Zhao, Hongwei Liu
   Infeasible Mehrotra-type predictor–corrector algorithm for cartesian P*(κ) nonlinear complementarity problems over symmetric cones
   International Journal of Computer Mathematics. 96(3), pp 457-473. 2019.
2. Hongwei Liu, Zexian Liu
   An Efficient Barzilai–Borwein Conjugate Gradient Method for Unconstrained Optimization
   Journal of Optimization Theory and Applications. 180(3), pp 879-906. 2019/3.
3. Yufei Li, Zexian Liu, Hongwei Liu
   A subspace minimization conjugate gradient method based on conic model for unconstrained optimization.
   Computational and Applied Mathematics. 38(1). 2019/3.
4. Jun Yang, Hongwei Liu
   Strong convergence result for solving monotone variational inequalities in Hilbert space
   Numerical Algorithms. 80(3), pp 741-752. 2019/3.

5. Keke Zhang, Hongwei Liu, Zexian Liu
   A New Dai-Liao Conjugate Gradient Method with Optimal Parameter Choice
   Numerical Functional Analysis and Optimization. 40(2), pp 194-215. 2019

6. Zexian Liu, Hongwei Liu, Xiping Wang
   Accelerated augmented Lagrangian method for total variation minimization
   Computational and Applied Mathematics. 38(2). 2019

7. Zexian Liu, Hongwei Liu

   An Efficient Gradient Method with Approximately Optimal Stepsize Based on Tensor Model for Unconstrained Optimization.

   Journal of Optimization Theory and Applications. 181(2). pp 608-633. 2019/3

8. Weiwei Wang, Hongwei Liu, Hongmei Bi

  Simplified full Nesterov–Todd step infeasible interior-point algorithm for semidefinite optimization based on a kernel function

  Journal of Applied Mathematics and Computing. 59(1-2), pp 445-463. 2019

9. Yanqin Xue, Hongwei Liu, Zexian Liu   
   An improved nonmonotone adaptive trust region method 
   Applications of Mathematics, 64(3),pp 335-350. 2019/4

10. Ting Wang, Zexian Liu, Hongwei Liu   
    A new subspace minimization conjugate gradient method based on tensor model for unconstrained optimization

    International Journal of Computer Mathematics. 96(10),pp 1924-1942. 2019

11. Weiwei Wang, Hongwei Liu, Hongmei Bi      
    A modified infeasible interior-point algorithm with full-Newton step for semidefinite optimization      
    International Journal of Computer Mathematics, 96(10),pp 1979–1992.2019

2018年的主要论文

 1. Zexian Liu, Hongwei Liu
   Several efficient gradient methods with approximate optimal stepsizes for large scale unconstrained optimization
   Journal of Computational and Applied Mathematics, 328, pp 400-413,2018/1.期刊论文.
 2. Zexian Liu, Hongwei Liu, Xiaoliang Dong
   An efficient gradient method with approximate optimal stepsize for the strictly convex quadratic minimization problem
   Optimization,67(3), pp 427-440, 2018.期刊论文.
 3. Huali Zhao, Hongwei Liu
   A New Infeasible Mehrotra-Type Predictor-Corrector Algorithm for Nonlinear Complementarity Problems Over Symmetric Cones
   Journal of Optimization Theory and Applications, 176(2),pp 410-427,2018/2.期刊论文.

4. Huali Zhao, Hongwei Liu
   Infeasible path-following interior point algorithm for Cartesian P*(κ)nonlinear complementarity problems over symmetric cones
   International Journal of Computer Mathematics, 95(5),pp 845-869,2018/5.期刊论文.

5. Zexian Liu, Hongwei Liu
   An efficient gradient method with approximate optimal stepsize for large-scale unconstrained optimization
   Numerical Algorithms,78(1),pp 21-39,2018/5.期刊论文.

6. Hongwei Liu, Zexian Liu, Xiaoliang Dong
   A new adaptive Barzilai and Borwein method for unconstrained optimization
   Optimization Letters,12(4),pp 845-873,2018/6.期刊论文.

7. Yaling Zhang, Hongwei Liu
   A Projection Neural Network for Circular Cone Programming
   Mathematical Problems in Engineering, 2018,Article ID 4607853,2018/6.期刊论文.

8. Weiwei Wang, Hongwei Liu, Hongmei Bi
   Simplified infeasible interior-point algorithm for linear optimization based on a simple function
   Operations Research Letters.46(5), pp 538-542. 2018/9. 期刊论文https://doi.org/10.1016/j.orl.2018.08.009

9. Ming Li, Hongwei Liu, Zexian Liu
   A new subspace minimization conjugate gradient method with nonmonotone line search for unconstrained optimization
   Numerical Algorithms, 79(1), pp 195–219, 2018/9. 期刊论文

10. Ming Li, Hongwei Liu, Zexian Liu
      A new family of conjugate gradient methods for unconstrained optimization
      Journal of Applied Mathematics and Computing, 58(1-2), pp 219–234. 2018/10.期刊论文

11. Jun Yang, Hongwei Liu
      A modified projected gradient method for monotone variational inequalities  
      Journal of Optimization Theory and Applications, 179(1), pp 197–211. 2018/10.

12. Huali Zhao, Hongwei Liu        

      Iterative complexities of a class of homogeneous algorithms for monotone nonlinear complementarity problems over symmetric cones        

      Optimization, 67(9), pp 1505-1521. 2018.期刊论文.

13. Jun Yang, Hongwei Liu
      Modified subgradient extragradient algorithms for solving monotone variational inequalities
      Optimization, 67(12), pp 2247-2258. 2018.期刊论文.

 

2017年的主要论文

 1. Ma Xiaojue, Liu Hongwei
   A superlinearly convergent wide-neighborhood predictor–corrector interior-point algorithm for linear programming
   Journal of Applied Mathematics and Computing, 55(1-2), pp 669-682,2017/10.期刊论文.

 

2016年的主要论文

1. Yakui Huang, Hongwei Liu, Tengteng Yu
    Smoothing projected cyclic Barzilai–Borwein method for stochastic linear complementarity problems
    International Journal of Computer Mathematics, 93(7), pp 1188-1199,2016/7.期刊论文.

2. Yakui Huang,  Hongwei Liu
    Smoothing projected Barzilai–Borwein method for constrained non-Lipschitz optimization
    Computational Optimization and Applications, 65(3),pp 671-698,2016/12.期刊论文.

3. Wang Weiwei, Bi Hongmei, Liu Hongwei
    A full-Newton step interior-point algorithm for linear optimization based on a finite barrier
   Operations Research Letters, 44( 6), pp 750-753, 2016/11.期刊论文.
 

 2015年的主要论文

1. Liu Xinze, Hongwei Liu, Wang Weiwei 
    Polynomial convergence of Mehrotra-type predictor–corrector algorithm for the Cartesian P*(k)-LCP over symmetric cones
    Optimization: A Journal of Mathematical Programming and Operations Research, 64(4), pp 815-837,2015/4.期刊论文.

2. Ximei Yang, Hongwei Liu, Changhe Liu
    A Mehrotra-type predictor–corrector infeasible-interior-point method with a new one-norm neighborhood for symmetric optimization
   Journal of Computational and Applied Mathematics,283, pp 106–121,2015/8.期刊论文.

3. Yakui Huang, Hongwei Liu, Sha Zhou
    An efficient monotone projected Barzilai-Borwein method for nonnegative matrix factorization
    Applied Mathematics Letters, 45, pp 12-17, 2015/7. 期刊论文.

4. XiaoLiang Dong, Hongwei Liu, Yubo He
    A Self-Adjusting Conjugate Gradient Method with Sufficient Descent Condition and Conjugacy Condition
    Journal of Optimization Theory & Applications, 165(1), pp 225-241,2015/4.期刊论文.

5. XiaoLiang Dong, Hongwei Liu, Yubo He, Xi Mei Yang
    A modified Hestenes–Stiefel conjugate gradient method with sufficient descent condition and conjugacy condition
    Journal of Computational & Applied Mathematics, 281, pp 239–249,2015/6.期刊论文.

6. Yakui Huang, Hongwei Liu
    On the rate of convergence of projected Barzilai–Borwein methods
    Optimization Methods and Software, 30(4), pp 880-892,2015/4.期刊论文.

  • 7. Ximei Yang,Hongwei Liu, Yinkui Zhang

        A New Strategy in the Complexity Analysis of an Infeasible-Interior-Point Method for Symmetric Cone Programming

        Journal of Optimization Theory and Applications, 166(2), pp 572-587,2015/8.期刊论文.

    8. Yakui Huang, Hongwei Liu

        A Barzilai-Borwein type method for minimizing composite functions

        Numerical Algorithms, 69(4) , pp 819-838,2015/8. 期刊论文.

    9. Yakui Huang, Hongwei Liu, Weijie Cong

        A note on the smoothing quadratic regularization method for non-Lipschitz optimization

        Numerical Algorithms, 69(4), pp 863-874,2015/8. 期刊论文.

    10.Mengling Zhao, Hongwei Liu

        An Associate Rules Mining Algorithm Based on Artificial Immune Network for SAR Image Segmentation

        Mathematical Problems in Engineering, 2015, 2015. 期刊论文
     

    • 11. Xiao Liang Dong,Hongwei Liu, Yin Ling Xu, Xi Mei Yang
          Some nonlinear conjugate gradient methods with sufficient descent condition and global convergence
          Optimization Letters, 9(7),pp1421-1432, 2015/10. 期刊论文.
      • 12.Yakui Huang, Hongwei Liu, Shuisheng Zhou

            Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization

      •     Data Mining and Knowledge Discovery,29(6),pp1665-1684,2015/11.期刊论文.

      • 13. Ma Xiaojue,Liu Hongwei, Zhou Chang
            A predictor-corrector algorithm for monotone linear complementarity problems in a wide neighborhood
            International Journal of Bifurcation and Chaos, 25(14), 2015/9.期刊论文.

      •  

      • 2014年的主要论文

        1. Yakui Huang, Hongwei Liu, Sha Zhou 

           A Barzilai–Borwein type method for stochastic linear complementarity problems

           Numerical Algorithms,67(3),pp 477-489,2014/11.期刊论文.

        2. Yang Ximei, Liu Hongwei, Zhang Yinkui.

           A second-order Mehrotra-type predictor-corrector algorithm with a new wide neighbourhood for semi-definite  programming

           International Journal of Computer Mathematics, 91(5), pp1082-1096 , 2014/07/20. 期刊论文

        3. Liu Xinze, Hongwei Liu, Liu Changhe

            Infeasible Mehrotra-Type Predictor-Corrector Interior-Point Algorithm for the Cartesian P*(k)-LCP Over Symmetric Cones

           Numerical Functional Analysis and Optimization , 35(5), pp588-610 , 2014/03/26. 期刊论文

        4. Yang Ximei, Liu Hongwei, Dong Xiaoliang

           Polynomial convergence of Mehrotra-type prediction–corrector infeasible-IPM for symmetric optimization

           based on  the commutative class directions

           Applied Mathematics and Computation, 230, pp616-628,2014/03/10. 期刊论文

         

        2013年的主要论文

         1.  Liu Hongwei, Liu Changhe, Yang Ximei

            New complexity analysis of a Mehrotra-type predictor–corrector algorithm for semidefinite programming

            Optimization Methods & Software, 28(6), pp1179-1194,2013/10/20. 期刊论文

        2.  Shuisheng Zhou, Jiangtao Cui, Feng Ye, Hongwei Liu, Qiang Zhu

            New smoothing SVM algorithm with tight error bound and efficient reduced techniques

            Computational Optimization and Applications, 56(3), pp599-617,2013/12/01. 期刊论文

        3.  Liu Hongwei, Yang Ximei, Liu Changhe

            A New Wide Neighborhood Primal–Dual Infeasible-Interior-Point Method for Symmetric Cone Programming  

            Journal of Optimization Theory and Applications,158(3), pp796-815,2013/8/24. 期刊论文

        4. 刘新泽, 刘红卫, 刘长河

            P*(K)线性互补问题的预估一校正内点算法
            吉林大学学报,51期,pp789-794,2013/9/20. 期刊论文

        5. 李向利, 刘红卫

          求解互补问题的一族非单调光滑牛顿法 
          应用数学学报,01期,pp38-51,2013/1/15 . 期刊论文

        6. 刘长河, 刘红卫, 朱见广

           绝对值方程的一种新的半光滑牛顿法(英文) 

           工程数学学报,01期,pp101-111,2013/2/15. 期刊论文

        7. 叶峰, 刘三阳, 刘红卫, 周水生

           基于LBFGS的求解最小闭包球的光滑化方法 
           系统科学与数学,05期, pp617-625, 2013/5/15. 期刊论文

        8. Liu Changhe, Liu Hongwei,, Shang Youlin

           Neighborhood-following algorithms for symmetric cone programming

           Scientia Sinica Mathematica,  43(7),pp691-702,2013/7.期刊论文

        9.  Liu Hongwei, Li Xiangli

            Modified subspace Barzilai-Borwein gradient method for non-negative matrix factorization

            Computational Optimization and Applications, 55(1),pp173-196,2013/5.期刊论文

        10.  Liu Hongwei, Li Xiangli, Zheng Xiuyun

            Solving non-negative matrix factorization by alternating least squares with a modified strategy

            Data Mining and Knowledge Discovery, 26(3),pp435-451,2013/3.期刊论文

         

        2012年的主要论文

        1.  Liu Hongwei, Liu Xinze, Liu Changhe

            Mehrotra-type predictor-corrector algorithms for sufficient linear complementarity problem 

            Applied Numerical Mathematics, 62(12), pp 1685-1700, 2012/12. 期刊论文

        2.  Liu Changhe, Liu Hongwei, Liu Xinze

            Polynomial Convergence of Second-Order Mehrotra-Type Predictor-Corrector Algorithms over Symmetric Cones

            Journal of Optimization Theory and Applications, 154(3), pp 949-965, 2012/9. 期刊论文

        3.  Liu Changhe,  Liu Hongwei

            A new second-order corrector interior-point algorithm for semidefinite programming

            Mathematical Methods of Operations Research, 75(2), pp 165-183, 2012/4. 期刊论文

        4.  Li Xiangli, Liu Hongwei, Zheng Xiuyun

            Non-monotone projection gradient method for non-negative matrix factorization

            Computational Optimization and Applications, 51(3), pp 1163-1171, 2012/4. 期刊论文

        5.  陆爱国, 王珏, 刘红卫

            基于改进的SVM学习算法及其在信用评分中的应用

            系统工程理论与实践, 32(3), pp 515-521, 2012/3/15. 期刊论文

        6.  Cong Weijie, Liu Hongwei, Ye Feng, Zhou Shuisheng

            Rank-two update algorithms for the minimum volume enclosing ellipsoid problem

            Computational Optimization and Applications, 51(1), pp 241-257, 2012/1. 期刊论文

        7.  Zhu Jianguang, Liu Hongwei, Hao Binbin

            A new semismooth Newton method for NCPs based on the penalized KK function 

            International Journal of Computer Mathematics, 89(4), pp 543-560, 2012. 期刊论文

        8.  Zheng Xiuyun, Liu Hongwei, Zhu Jianguang

            Convergence of a non-interior smoothing method for variational inequality problems 

            Journal of Applied Mathematics and Computing, 40(1-2), pp 341-355, 2012. 期刊论文

        9.  Liu Hongwei, Li Xiangli, Huang Yakui

            Trust-region method for box-constrained semismooth equations and its applications to complementary problems

            International Journal of Computer Mathematics, 89(17), pp 2281-2306, 2012. 期刊论文

         

        2011年的主要论文

        1.  Zhu Jianguang, Liu Hongwei, Liu Changhe, Cong Weijie
            A nonmonotone derivative-free algorithm for nonlinear complementarity problems based on the new generalized penalized Fischer-Burmeister     merit function 
            Numerical Algorithms, 58(4), pp 573-591, 2011/12. 期刊论文

        2.  Yin Haiqing, Liu Hongwei    A primal-dual gradient method for image decomposition based on (BV, H (-1)) 
            Multidimensional Systems and Signal Processing, 22(4), pp 335-348, 2011/12. 期刊论文

        3.  Liu Hongwei, Huang Yakui, Li Xiangli
            Partial projected Newton method for a class of stochastic linear complementarity problems 
            Numerical Algorithms, 58(4), pp 593-618, 2011/12. 期刊论文

        4.  Liu Changhe, Liu Hongwei, Cong Weijie
            An O(root nL) iteration primal-dual second-order corrector algorithm for linear programming 
            Optimization Letters, 5(4), pp 729-743, 2011/11. 期刊论文

        5.  Liu Hongwei, Zhou Yongliang
            Rank-two residue iteration method for nonnegative matrix factorization 
            Neurocomputing, 74(17), pp 3305-3312, 2011/10. 期刊论文

        6.  陆爱国, 刘红卫, 王珏

            训练支持向量机的四重序列解析优化算法 
            系统工程理论与实践, 32(3), pp 1555-1564, 2011/8/15. 期刊论文

        7.  Liu Hongwei, Huang Yakui, Li Xiangli

            New reformulation and feasible semismooth Newton method for a class of stochastic linear complementarity problems 

            Applied Mathematics and Computation, 217(23), pp 9723-9740, 2011/8/1. 期刊论文

        8.  Li Xiangli, Liu Hongwei, Liu Changhe
            A feasible decomposition method for constrained equations and its application to complementarity problems 
            Acta Mathematicae Applicatae Sinica-english Series, 27(3), pp 535-548, 2011/7. 期刊论文

        9.  Li Xiangli, Liu Hongwei, Sun Xiaojun

            Feasible smooth method based on Barzilai-Borwein method for stochastic linear complementarity problem

            Numerical Algorithms, 57(2), pp 207-215, 2011/6. 期刊论文 

        10. Liu Hongwei, Li Xiangli, Huang Yakui
            Solving equations via the trust region and its application to a class of stochastic linear complementarity problems 
            Computers and Mathematics With Applications, 61(6), pp 1646-1664, 2011/3. 期刊论文

        11. Lu Aiguo, Liu Hongwei, Zheng Xiuyun, Cong Weijie
            A variant spectral-type FR conjugate gradient method and its global convergence 
            Applied Mathematics and Computation, 217(12), pp 5547-5552, 2011/2/15. 期刊论文

        12. Zheng Xiuyun, Liu Hongwei, Lu Aiguo
            Sufficient descent conjugate gradient methods for large-scale optimization problems 
            International Journal of Computer Mathematics, 88(16), pp 3436-3447, 2011. 期刊论文

        13. Zheng Xiuyun, Liu Hongwei    A smoothing inexact Newton method for variational inequality problems 
            International Journal of Computer Mathematics, 88(6), pp 1283-1293, 2011. 期刊论文

        14. 刘长河, 刘红卫, 朱见广

            具有O(n1/2L)复杂性的Mehrotra型预估-矫正算法 
            吉林大学学报(理学版), 04期, pp 633-637, 2011. 期刊论文 

        15. 李向利, 刘红卫, 黄亚魁

            随机P矩阵和随机P_0矩阵线性互补问题 
            系统科学与数学, 01期, pp 123-128, 2011. 期刊论文  

        16. 丛伟杰, 刘红卫   

      •     求解最小体积轴向椭球问题的线性收敛算法 
            吉林大学学报(理学版), 02期, pp 173-178, 2011. 期刊论文  

        17. Wang Hongyan, Liao Guisheng, Liu Hongwei, Li Jun, Lv Hui
            Joint optimization of MIMO radar waveform and biased estimator with prior information in the presence of clutter 
            Eurasip Journal On Advances In Signal Processing, 2011. 期刊论文

         

        2010年的主要论文

        1.  叶峰, 刘红卫, 周水生, 刘三阳

            极大极小问题的光滑化信赖域共轭梯度法 

            西北大学学报(自然科学版), 06期, 2010/12/25. 期刊论文

        2.  丛伟杰, 刘红卫

            求解MEB问题的一种SMO-型方法 

            西北大学学报(自然科学版), 06期, 2010/12/25. 期刊论文

        3.  Liu Lixia, Liu Sanyang, Liu Hongwei

            A predictor-corrector smoothing Newton method for symmetric cone complementarity problems 
            Applied Mathematics and Computation, 217(7), pp 2989-2999, 2010/12/1. 期刊论文

        4.  Yin Haiqing, Liu Hongwei

            Nonnegative matrix factorization with bounded total variational regularization for face recognition 
            Pattern Recognition Letters, 31(16), pp 2468-2473, 2010/12/1. 期刊论文

        5.  殷海青, 刘红卫

            一种基于L_1稀疏正则化和非负矩阵分解的盲源信号分离新算法 

            西安电子科技大学学报, 05期, 2010/10/20. 期刊论文

        6.  李向利, 刘红卫, 黄亚魁

            求解特定线性互补问题的牛顿KKT内点法 

            应用数学学报, 05期, 2010/9/15. 期刊论文

        7.  Zheng Xiuyun, Liu Hongwei

            Solving variational inequalities by a modified projection method with an effective step-size 
            Applied Mathematics and Computation, 216(12), pp 3778-3785, 2010/8/15. 期刊论文

        8.  常甜甜, 刘红卫, 王宇, 冯筠

            基于分组特征多核支持向量机的微钙化簇检测 

            系统仿真学报, 05期, 2010/5/8. 期刊论文

        9.  Yin Haiqing, Liu Hongwei

            A BREGMAN ITERATIVE REGULARIZATION METHOD FOR WAVELET-BASED IMAGE DEBLURRING 
            International Journal of Wavelets, Multiresolution and Information Processing, 8(3), pp 485-499, 2010/5. 期刊论文

        10. 叶峰, 刘红卫, 周水生, 刘三阳

            求解SEB问题的有限记忆BFGS方法 

            西北大学学报(自然科学版), 02期, 2010/4/25. 期刊论文

        11. 殷海青, 江玲玲, Liu Hongwei

            联合纹理提取和边缘检测的新方法 

            系统工程与电子技术, 04期, 2010/4/15. 期刊论文

        12. Cong Weijie, Liu Hongwei

            Modified algorithms for the minimum volume enclosing axis-aligned ellipsoid problem 

            Discrete Applied Mathematics, 158(6), pp 627-635, 2010/3/28. 期刊论文

        13. Zhu Jianguang, Liu Hongwei, Li Xiangli

            A regularized smoothing-type algorithm for solving a system of inequalities with a P-0-function 

            Journal of Computational and Applied Mathematics, 233(10), pp 2611-2619, 2010/3/15. 期刊论文

        14. 常甜甜, 刘红卫, 冯筠

            多源性数据SVM集成算法研究 

            西安电子科技大学学报, 01期, 2010/2/20. 期刊论文

         

        2009年的主要论文

        1.  Chang Tiantian, Liu Hongwei, Zhou Shuisheng

            Large scale classification with local diversity AdaBoost SVM algorithm 

            Journal of Systems Engineering and Electronics, 20(6), pp 1344-1350, 2009/12. 期刊论文

        2.  常甜甜, 刘红卫, 冯筠

            基于K均值聚类和多核SVM的微钙化簇检测 

            计算机科学, 08期, 2009/8/15. 期刊论文

        3.  Zhou ShuiSheng, Liu Hongwei, Ye Feng

            Variant of Gaussian kernel and parameter setting method for nonlinear SVM 

            Neurocomputing, 72(13-15), pp 2931-2937, 2009/8. 期刊论文

        4.  Zhou Shuisheng, Liu Hongwei, Ye Feng, Zhou Lihua

            A new iterative algorithm training SVM 

            Optimization Methods and Software, 24(6), pp 913-932, 2009. 期刊论文

         

        2008年的主要论文

        1.  Ye Feng, Liu Hongwei, Zhou Shuisheng, Liu Sanyang

            A smoothing trust-region Newton-CG method for minimax problem 

            Applied Mathematics and Computation, 199(2), pp 581-589, 2008/6/1. 期刊论文

         

        2007年的主要论文

        1.  穆学文, 刘红卫, 刘三阳

            图的最大二等分问题的低秩可行方向算法 

            系统科学与数学, 05期, pp 780-790, 2007/10/15. 期刊论文  

        2.  Zhou ShuiSheng, Liu Hongwei, Ye Feng

            The variant of Gaussian kernel and its model selection method 

            3rd International Conference on Natural Computation (ICNC 2007), 2007/8/24-2007/8/27, pp 683-687, 2007. 会议论文

         

        2006年的主要论文

        1.  Mu Xuewen, Liu Sanyang, Liu Hongwei

            The application of successive quadratic programming algorithm to multiuser detection in CDMA 

            Wireless Personal Communications, 39(1), pp 15-24, 2006/10. 期刊论文

        2.  Zhou Shuisheng, Liu Hongwei, Cui JiangTao, Zhou LiHua

            Exact semismooth Newton SVM 

            DVANCES IN NATURAL COMPUTATION, PT 1, SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197  BERLIN, GERMANY, pp 139-142, 2006. 书籍章节

         

        2005年的主要论文

        1.  王新辉, 刘三阳, 刘红卫

            顶点覆盖问题的强化半定规划松弛

            西安电子科技大学学报, 06期, pp 958-960+964, 2005/12/20. 期刊论文  

        2.  穆学文, 刘三阳, 刘红卫, 于周秋

            图的最大二等分问题的投影梯度算法 

            Chinese Journal of Engineering Mathematics, 01期, pp 171-174, 2005/2/28. 期刊论文

         

        2004年的主要论文

        1.  章国庆, 刘三阳, 刘红卫, 石顺祥

            二次谐波产生耦合方程组的解 

            应用数学, 02期, pp 285-288, 2004/4/25. 期刊论文

        2.  Liu HW, Wang XH, Liu SY

            Feasible direction algorithm for solving the SDP relaxations of quadratic {-1,1} programming problems 

            Optimization Methods and Software, 19(2), pp 125-136, 2004/4. 期刊论文

        3.  王新辉, 刘三阳, 刘红卫

            半定规划的割平面算法及其应用

            西安电子科技大学学报, 01期, pp 140-142+152, 2004/2/20. 期刊论文

        4.   Liu HW, Wang XH,Liu SY

            The application of nonlinear programming for multiuser detection in CDMA 

            IEEE Transactions On Wireless Communications, 3(1), pp 8-11, 2004/1. 期刊论文

         

        2003年的主要论文

        1.   Liu HW, Wang XH

            The application of nonlinear programming for multiuser detection in CDMA 

            IEEE Transactions On Wireless Communications, 3(1), pp 8-11, 2004/1. 期刊论文

        2.   Liu HW, Liu SY, Xu FM

            A tight semidefinite relaxation of the MAX CUT problem 

            Journal of Combinatorial Optimization, 7(3), pp 237-245, 2003/9. 期刊论文

        3.  王新辉, 刘红卫, 刘三阳

            半定规划的一种新算法及其应用 

            Journal On Numerical Methods and Computer Applications, 02期, pp 81-87, 2003/6/30. 期刊论文

        4.  刘红卫, 王新辉, 刘三阳

            多用户检测问题的半定规划坐标下降算法 

            计算机科学, 05期, pp 134-135+149, 2003/5/15. 期刊论文  

        5.  刘红卫, 王新辉, 刘三阳

            基于半定规划多用户检测问题的二次规划法 

            系统工程与电子技术, 03期, pp 355-358, 2003/3/20. 期刊论文  

         

        2002年的主要论文

        1.  刘红卫, 于力

            关于无穷多个无穷小的乘积的注记 

            高等数学研究, 03期, pp 27-28, 2002/9/28. 期刊论文

        2.  刘三阳, 王新辉, 刘红卫

            多用户检测问题的半定规划方法

            Chinese Journal of Engineering Mathematics, 02期, pp 39-46, 2002/5/30. 期刊论文

         

        2001年的主要论文

        1.  刘三阳, 王新辉, 刘红卫

            多用户检测问题的半定规划方法 

            Chinese Journal of Engineering Mathematics, 02期, pp 39-46, 2002/5/30. 期刊论文

        2.  王新辉, 刘三阳, 刘红卫

            非光滑凸规划的割平面法及其在组合优化中的应用 

            应用数学, S1期, pp 94-97, 2001/12/30. 期刊论文  

        3.  刘红卫, 徐凤敏, 刘三阳

            二次背包问题的半定规划松弛 

            西安电子科技大学学报, 05期, pp 638-640+658, 2001/10/25. 期刊论文 

        4.   Liu HW, Liu SY

            Negative answer to the conjecture on the convexity of the greatest eigenvalue 

            Journal of Optimization Theory and Applications, 110(3), pp 677-679, 2001/9. 期刊论文 

         

        2000年的主要论文

        1.   Liu HW, Liu SY

            A counterexample of the convexity of sums of singular values 

            Siam Journal On Matrix Analysis and Applications, 21(4), pp 1389-1391, 2000/5/16. 期刊论文