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吴微(大连理工大学教授、博士生导师)

吴 微,大连理工大学数学科学学院教授、博士生导师。另有同名人士,安徽师范大学文学院导师。和相关内容,下面分别详细介绍。

1974-1977  吉林大学数学系本科生1978-1981  吉林大学数学系硕士生

1985-1987  英国牛津大学数学系博士生

1988-1990  英国巴斯大学数学系博士后

1990-1992  吉林大学数学系博士后

1981-1985  吉林大学数学系, 讲师

1990-1996  吉林大学数学系, 副教授

1996-1998  吉林大学数学系, 教授,博士生导师

1998-现在  大连理工大学应用数学系,教授,博士生导师

3/91-7/91 英国巴斯大学, 合作研究

1/97-6/97 美国佐治亚理工大学, 合作研究与教学

1/99-6/99 美国北达科达州立大学, 合作研究与教学

研究课题:

人工神经网络计算

指导硕、博士生研究方向:

人工神经网络计算。

国务院学位委员会学科评议组成员 2003-2013

辽宁省人民政府学位委员会学科评议组成员 2005-

全国博士后管委会专家组成员 2009-

大连市学术专著资助出版评审委员会专家评审组成员 2009-

《J. Information & Computational Sciences》编委 2004-2010

《Journal of Signal and Information Processing》编委 2010-

《Signal Processing Research》编委 2012-

《The Scientific World Journal》编委 2013-

《Open Transactions on Information Processing》编委 2013-

《Journal of Applied Mathematics》编委 2014-

《British Journal of Applied Science & Technology》 2015-

《International J. of Applied & Experimental Mathematics》 2015-

《数学研究与评论》编委 2002-

《高校计算数学学报》编委 2003-

《大连理工大学学报》编委 2005-

《应用数学》编委 2013-

中国数学会理事 2002-2007

辽宁省数学会副理事长 2002-2008

中国计算数学学会常务理事 2002-2010

中国计算数学学会副秘书长 2006-2010

科学出版社《信息与计算科学丛书》编委 2003-

高教出版社《信息与计算科学专业系列教材》编委 2004-2014

科学出版社《大学数学选修课丛书》编委 2009-

大连理工大学应用数学系(现数学科学学院)主任 2002-2005 [1]

1. 吴微, 解非线性分枝问题的扩展方程方法,科学出版社, 北京, 1993.

2. R. Li, Z. Chen and W. Wu, Generalized Difference Methods forDifferential Equations,(美国)Marcel Dekker Inc., New York, 2000.

3. 吴微, 神经网络计算,高等教育出版社, 北京, 2003. (“十五”规划国家级教材)

1. 吴微,李荣华, 解一维二阶椭圆和抛物型微分方程的广义差分法,数学年刊, 5A(1984)303-312.

2. 吴微, 系数与时间相关的二阶双曲方程的半离散有限元逼近,吉大自然科学学报报, 1(1985)35-42.

3. 吴微, 与时间相关的二阶双曲方程的全离散有限元逼近,吉大自然科学学报, 2(1985)46-54.

4. 吴微, 与时间相关的非自共轭抛物方程的全离散有限元逼近,高校计算数学, 2(1985)113-120.

5. 倪平,吴微, 广义 Galerkin 方法的超收敛估计,高校计算数学学报, 2(1986)154-158.

6. 吴微, 解双调和方程的混合广义差分法,吉大自然科学学报, 3 (1986)14-22.

7. 吴微, The Calahan method for parabolic equations with time-dependent coefficients,计算数学(英文版), 5(1987)10-20.

8. 包刚,吴微, 二阶双曲方程广义差分法的误差估计,吉大自然科学学报, 2(1987)33-42.

9. 吴微, 非线性抛物方程广义差分法的误差估计,计算数学(中文版), 2(1987)119-132.

10.吴微, 非线性转折点计算中的矩阵分裂技巧,高校计算数学学报, 4 (1990)355-369.

11.P.J. Aston, A. Spence and W. WU, Bifurcation to rotating waves inequations with O(2)-symmetry,

SIAM J. Apll. Math., 52(1992)792-809. (SCI)

12.P.J. Aston, A.Spence and W.Wu, Numerical investigation of thebifurcation from travelling waves to modulated travelling waves,Inter. Ser. Numer. Math., 104(1992)35-47.

13.Wei WU, Nondegeneracy of Hopf points emanating from a Z_2 symmetry-breaking Takens-Bogdanov point,Appl. Math. Lett., 6(1993)9-12. (SCI)

14.吴微,吴柏生,李荣华, Singular points near a double fold point inZ_2-symmetric nonlinear equations,高校计算数学学报(英文版), 2(1993)101-115.

15.A. Spence, W. Wu, D. Roose and B. De Dier, Bifurcation analysis ofdouble Takens- Bogdanov points of nonlinear equations with $Z_2$-symmetry,Inter. J. Bifurcation and Chaos, 3(1993)1141-1153.

16.苏毅,吴微, 从双重折叠点分枝出的 Hopf 点的非退化性和稳定性,吉大自然科学学报, 3(1993)1-8.

17.吴微, Galerkin methods for elliptic and parabolic convection-diffusion problems,东北数学, 9(4)(1993)525-538.

18.吴微, A Petrov-Galerkin method based on symmetrization forconvection-defusion problems,东北数学, 10(1)(1994)59-70.

19.W. Wu and A. Spence, A pitchfork/fold interaction in nonlinearequations with Z2-symmetry,东北数学, 10(2)(1994)174-180.

20.W. Wu, Y. Zou and M. Huang, Heteroclinic cycles emanating fromlocal bifurcations,manuscripta mathematika, 85(1994)381-392.(SCI)

21.W. Wu, P.J. Aston and A. Spence,Rotating waves from Hopf bifurcations in equations with O(2)-

symmetry,SIAM J. Sci. Comput., 15(3)(1994)495-510.(SCI)

22.W. Wu, A. Spence and K.A. Cliffe,Steady-state/Hopf interaction at a symmetry-breaking Takens-Bogdanove point,IMA J. Numer. Anal., 14(1994)137-160.(SCI)

23.吴微, Stability of travelling waves,数学研究与评论, 14(3)(1994)1-7.

24.苏毅,吴微, Singular points near an X0-breaking double singular foldpoint in Z2-symmetric nonlinear equations,东北数学, 10(3)(1994) 385-395.

25.W. Wu and Y. Su, Stability of periodic solutions generated by Hopfpoints emanating from a Z_2-symmetry-breaking Takens-Bogdanovpoint,东北数学, 11(2)(1995)157-168.

26.吴微, Period-doubling bifurcation of travelling waves,非线性动力学学报, 2(增刊)(1995)48-52.

27. 吴微,Bifurcation from steady-state to global dynamics,Bull. Allahabad Math. Soc., 10/11(1995/96)85-94.

28.邹永魁,吴微, Petrov-Galerkin method with linear trial andquadratic test spaces for parabolic convection-diffusion problems,东北数学, 12(2)(1996)207-216.

29.W.Wu, On nondegeneracy of Hopf bifurcation points emanating fromTB point.Nonlinear Analysis T.M.A., 26(6)(1996) 1161-1168.(SCI)

30.P.J. Aston, A. Spence and W. Wu, Hopf bifurcation near a doublesingular point,J. Computational and Applied Mathemetics, 80(1997)277-297.(SCI)

31.W. Wu and F.Y. Meng, Mode interaction at a triple zero point ofO(2)-symmetric nonlinear systems with two parameters,东北数学, 16(1)(2000)10-20.

32. 吴微,赵卫海,广义逆矩阵及其在神经网络计算中的应用,大连理工大学学报,40(S1)(2000)9-11。

33. 吴微,陈维强,刘波,用BP神经网络预测股票市场涨跌,大连理工大学学报,41(1)(2001)9-15。

34. 李正学,吴微,张宏伟,Convergence of on-line gradient methods fortwo-layer feedforward neural networks,数学研究与评论, 21(2)(2001)219-228。

35.孔俊,吴微,赵卫海,识别数学符号的神经网络方法,吉大自然科学学报, 3(2001)11-16.

36. 吴微,陈维强,用于股市预测的BP算法的一些改进,大连理工大学学报,41(5)(2001)518-522。

37. 孔俊,吴微,Online gradient methods with a punishing term fornureul networks,东北数学, 17(3)(2001)371-378.

38. Wei Wu and Yi Su, Hopf bifurcation near a singular point with Z2-symmetry and X0-breaking,J. Computational and Applied Mathematics, 144(1-2)(2002)335-347.(SCI)

39. Wei Wu and Yuesheng Xu, Deterministic convergence of an onlinegradient method for neural networks,J. Computational and Applied Mathematics, 144(1-2)(2002)335-347(SCI)

40. Wei Wu, Guori Feng and Xin Li, Training multiple perceptrons viaminimization of sum of ridge functions,Advances in Computational Mathematics, 17(2002)331-347.(SCI)

41.Zhengxue Li, Wei Wu and Weidong Gao, Predictions of stock marketby BP neural networks with technical indexes as input,J. Mathematical Research and Exposition, 23(2003)83-97.

42.郭立宾,吴微,二维图像中交叉点的神经网络识别,大连理工大学学报,43(2003)548-550。

43.Wei Wu and Zhiqiong Shao, Convergence of online gradient methodsfor continuous perceptrons with linearly separable trainingpatterns,Applied Mathematics Letters, 16(2003)999-1002.(SCI)

44.Zhengxue Li, Wei Wu and Yuelong Tian, Convergence of an onlinegradient method for feedforward neural networks with stochasticinputs,Journal of Computational and Applied Mathematics, 163(1)(2004)165-176.(SCI)

45.张玉林,吴微,用BP神经网络捕捉股市黑马初探,运筹与管理,13(2)(12004)123-130.

46. Lijun Liu and Wei Wu, Finite convergence of MR1 neural networksfor linearly separable training patterns,Lecture Notes in Computer Science, 3147(2004)282-295. (SCI)

47. Wei Wu et al., Recent developments in on convergence of onlinegradient methods for neural network training,Lecture Notes in Computer Science, 3147(2004)235-238. (SCI)

48. Liqing Zhang and Wei Wu, Online gradient methods with a penaltyterm for neural networks with large training set,J. of Nonlinear Dynamics in Science and Technology, 11(2004)53-58.

49. Hongmei Shao, Wei Wu and Feng Li, Convergence of online gradientmethod with a penalty term for feedforward neural networks withstochastic inputs, Numerical Mathematics, A journal ChineseUniversities, 14(2004)87-96.

50. Wu, W., Feng, G., Li, Z. and Xu, Y., Deterministic Convergence ofan Online Gradient Method for BP Neural Networks, IEEETransactions on Neural Networks, 16(2005)533- 540. (SCI)

51. Zhengxue Li, Wei Wu, Guorui Feng and Huifang Lu, Convergence of anOnline Gradient Method for BP Neural Networks with StochasticInputs, Lecture Notes in Computer Science, 3610(2005)720-729.Ei Compedex (05439427415), SCI (BDA22)

52. Yang, J; Wu, W; Shao, ZQ, A new training algorithm for a fuzzyperceptron and its convergence, Lecture Notes in Computer Science,3496(2005) 609-614, Ei Compendex (05399382279), SCI (BCN38)

53. 曲笛,吴微,邵红梅,带动量项的线性输出BP网络收敛性, 高校计算数学学报,27(2005)增刊,368372.

54. Naimin Zhang; Wei Wu; Gaofeng Zheng, Convergence of gradientmethod with momentum for two-Layer feedforward neural networks,IEEE Transactions on Neural Networks, vol.17, no.2, 2006, 522-525, Ei Compendex (06129763934), SCI (026SD)

55. Wei Wu, Feng Li, Jun Kong, Lichang Hou, and Bingdui Zhu,A Bottom-Up OCR System for Mathematical Formulas Recognition,D.-S. Huang,K. Li, and G.W. Irwin (Eds.): ICIC 2006, Lecture Notes in ComputerScience, 4113(2006)274279, Ei Compendex(064210172616),SCI

56. 吴微,侯利昌, 基于LL(1)文法的印刷体数学公式结构分析方法, 大连理工大学学报,46(2006)454-459

57. SHAO Zhiqiong, WU Wei, YANG Jie, Finite convergence of On-line BPneural networks with linearly separable training patterns, 数学研究与评论,26(2006)451-456

58. Wei Wu, Hongmei Shao, and Zhengxue Li,Convergence of Batch BPAlgorithm with Penalty for FNN Training, I. King et al. (Eds.):ICONIP 2006, Part I, Lecture Notes in Computer Science 4232, 562569, 2006. SCI (BFG80)

59. Lichang Hou, Wei Wu, Bingdui Zhu, Feng Li, A Segmentation Methodfor Merged Characters Using Self-Organizing Map Neural Networks,Journal of Information and Computational Science, 3:2(2006)219-226. EI Compendex

61. Hongmei Shao, Wei Wu, Lijun Liu, Convergence and Monotonicity ofan Online Gradient Method with Penalty for Neural Networks, WSEASTRANSACTIONS on MATHEMATICS,6:3(2007)469-476. EI Compendex

62. 陈兵,吴微,基于SOFM和最短路径法的粘连字符分割,仪器仪表学报, 2006年第6期增刊,2090-2106

63. Lijun Liu and Wei Wu,Dynamical System for Computing LargestGeneralized Eigenvalue,J. Wang et al. (Eds.): ISNN 2006, LectureNotes in Computer Science 3971, 399-404, 2006. SCI

64. Huifang Lu, Wei Wu, Chao Zhang, Yanxiong, Convergence of GradientDescent Algorithm for Pi-Sigma Neural Networks, Journal ofinformation and Computational Science, 3:3(2006)503-509. EICompendex

三. 国际会议论文集

1. Wei Wu, E. Suli and K.W. Morton,Optimal order estimates for linear Galerkin methods for convection-diffusion problems,MAFLAP 87, London, Academic Press, 1988.

2. A. Spence, P.J. Aston and W. Wu,Bifurcation and stability analysis in nonlinear equations usingsymmetry-breaking in extended systems,Numerical Analysis, Dundee, 89, eds. D.F Griffiths at. al.,Longman, 1990, 243-256.

3. W. Wu, K.A. Cliffe and A. Spence,Steady-state/steady-state mode interaction in nonlinear equationswith Z2-symmetry,Continuation and Bifurcation: Numerical Techniques andApplications, eds. D. Roose, De D. Dier and A. Spence, Leuvon,Belgium, 89. Kluwer Academic Press, 1990, Series C: Mathematicaland Physical Science, Vol. 313., 89-104.

4. Wei Wu and A. Spence,Hopf points emanating from a double singular fold point,工程与科学中的非线性问题国际会议文集, 肖竹铁,胡向忱主编, 科学出版社, 北京,1992, 267-269.

5. Wei Wu,Mode interaction at a triple zero point of O(2)-symmetricnonlinear systems with two parameters,World Congress of Nonlinear Analysts'92, Florida, ed. V.Lakshmikantham, Walter de ruyter, Berlin, New York, 1996,2011-2022.

6. Wei Wu, Heteroclinic and Hopf points bifurcating from localsingular points,Bifurcation Theory and Its Numerical Analysis, eds. Z. Chen, S.Chow, K. LI, Xi’an, China, 1998, Springer, 194-202.

7. Wei Wu,Convergence of an online gradient method,Abstracts of short communications and poster sessions,International Congress of Mathematicians, Beijing, 2002, HigherEducation Press, p353.

8. Wei Wu and Yuesheng Xu, Convergence of online gradient method forneural networks, in Numeriacal Liner Algebra and Optimization,edited by Ya-xiang Yuan, (Proceedings of 2001’ InternationalConference on Numerical Optimization and Numerical Algebra,Dunhuang, China, ) Science Press, Beijing/New York, 2003, 52-67,(Invited lecture)

9. Hongmei Shao, Wei Wu, Feng Li and Gaofeng Zheng, Convergence ofgradient algorithm for feedforward neural network training, TheProceedings of International symposium on ComputingandInformation (ISC&I 2004), Edited by Renhong Wang and Xiaonan Luo,CIC Media Ltd., 2004, pp. 627-631

10. Wei Wu, Hongmei Shao and Di Qu, Strong convergence for gradientmethods for BP networks training, Proceedings of 2005International Conference on Neural Networks & Brains (ICNN&B’05),Edited by Mingsheng Zhao and Zhongzhi Shi, Beijing, China, 2005,IEEE Press. pp. 332-334.

11. 李峰, 吴微, 版面分析中基于可并行化局部操作序列的局部极大成分标记,第六届全球智能控制与自动化大会 (WCICA’06), 大连, 中国, 2006, IEEEPress. pp. 10512-10516. (ISBN:1-4244-0331-6) EI

12. HONGMEI SHAO, WEI WU,LIJUN LIU,Convergence of an Online GradientAlgorithm with Penalty for Two-layer Neural Networks,Proceedingsof the 10th WSEAS International Conference on APPLIED MATHEMATICS,Dallas, Texas, USA, November 1-3, 2006. Edited by G. R.Dattatreya, WSEAS, (ISSN: 1790-5117, ISBN: 960-8457-55-6)

13. Wei Wu, Liqing Zhang and Naimin Zhang, Online gradient method witha penalty term for BP neural networks, in Proceedings of theSeventh China-Japan Seminar on Numerical Mathematics, Zhangjiajie,

2005, Edited by Zhong-Ci Shi and Hisashi Okamoto, pp.179-192,Science Press, Beijing, 2006.

1. 李正学,吴微, 引入技术指标的BP网络在沪市综合指数涨跌预测中的应用,CCAST-WL Workshops Series, Beijing, Aug. 2001, Vol. 142, 161-176.

2. 吴微,陈维强,刘播,用BP神经网络预测股票市场涨跌,CCAST-WL Workshops Series, Beijing, Aug. 2000, Vol. 127, 1-22.

3. 吴微, Generalized Difference Methods for Partial DifferentialEquations,The Third International Workshop on Scientific Computing andApplications, Hongkong, 2003, 国际会议特邀报告.

4. 吴微,Monotone and deterministic convergence of online gradientmethods for feedforward neural networks,第二届中韩数值分析及其应用研讨会,北京,2003, 国际会议特邀报告.

5. 吴微,Deterministic convergenceof an online gradient method for BPneural networks,The Second International Symposium on Computing Science,Guangzhou, 2002, 国际会议特邀报告.

6. 吴微,Some recent developments on convergence online gradientmethods for neural networks,第七届中日计算数学研讨会,张家界,2004, 国际会议特邀报告.

在读硕士、博士人数

17

已毕业硕士博士人数

10

1.90-93 国家教委归国人员基金 (非线性问题研究)  ¥ 4万

2.90-92 国家教委博士后基金 (分支理论与计算)  ¥ 1万

3.94-95 第三世界科学院研究基金(局部静态到整体动态分支) $ 1千

4.96-98 国家自然科学基金 (动力系统计算)  ¥ 4万

5.00-01 教育部青年骨干教师基金(神经网络计算)  ¥12万

6.00-02 国家自然科学基金 (在线梯度法)  ¥10万

7.00-03 国防科工委国防基础科研(图象识别形状特征研究)  ¥85万

8. 01-06 辽宁省学科带头人基金 ¥7.5万

9.02-03 “十五”国家级规划教材匹配基金(神经网络计算)  ¥ 2万

10.05-07 国家自然科学基金(神经网络学习算法 ) ¥16万

吉林大学跨世纪人才 (1995)

教育部科技进步三等奖 (1999)

教育部青年骨干教师 (2000)

辽宁省中青年学科带头人 (2001)

辽宁省自然科学学术成果一等奖(2003)

辽宁省自然科学学术成果一等奖(2004)

所指导博士生邵红梅获“纪念向坊隆村井隆奖学金”(2006)

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