【人物简介】

　　刘红卫，1990年本科毕业于西北大学数学系，1993年由西北大学授予理学硕士学位，2002年12月在西安电子科技大学获得应用数学专业博士学位。1993年硕士毕业后一直在西安电子科技大学数学系任教。2002年被批准为应用数学专业硕士研究生导师，2004年被批准为应用数学专业博士研究生导师。主要从事最优化理论、算法及应用，智能信息处理等方面的研究，发表论文80余篇，被SCI检索40余篇、被EI检索30余篇。

【研究方向】

最优化理论与算法研究 锥规划理论与算法研究 数据挖掘中的数学方法 变分不等式与互补问题 机器学习中的优化问题研究

【研究成果】

【科研项目】

　　2006.1-2006.12，主持国家自然科学基金资助项目“支撑向量机的模型选择与整体优化问题”(编号:60572150)，完成情况“优秀”。 　　2007.1-2009.12，作为主要参加成员完成“多核学习研究”(编号:60603098)，完成情况“优秀”。 　　作为主持人完成陕西省科学研究项目“组合优化中的半定规划方法”; 　　2011.1-2013.12，主持国家自然科学基金“非负矩阵分解的模型选择与算法研究”，项目编号：61072144; 　　2012.1-2015.12，作为主要参加成员参与国家自然科学基金“基于矩阵低秩近似的大规模核/度量学习研究”，项目编号：61179040;

【论文著作】

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. 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, 刘红卫 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