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博导
凌晨
上传时间:2022-03-07 作者: 浏览次数:271

一、导师照片

二、基本信息

中文姓名: 凌晨  拼音姓名: Ling Chen  职称:  教授  

所属学院: 澳门太阳集团城网址3开头

导师类别: 博士生导师

科研方向: 运筹与优化理论与数值计算, 

博士招生学院: 澳门太阳集团城网址3开头

硕士招生学院: 澳门太阳集团城网址3开头

联系方式:    macling@hdu.edu.cn

三、个人简述

  主要从事运筹与优化理论、数值计算与应用等研究,在非线性规划、变分不等式与互补问题、半无限规划、多变量多项式优化、张量理论与计算、数据处理与恢复等研究方面取得丰富成果。在Math. Program.、SIAM J. Optim.、SIAM J. Matrix Anal. Appl.J. Global Optim.J.Optim. Theory App.Comput. Optim. App.等国际权威刊物发表论文80余篇。主持完成多项国家自然科学基金和多项省自然科学基金重点和一般目,现主持国家自然科学基金项目一项。任国家自然科学基金项目通讯评审专家及多个国际SCI学术刊物的审稿人。

四、学术论文

(一)代表性论文

1. Zhang, Z. Y., Ling, C., He, H. J. and Qi, L. A tensor train approach for internet traffic data completion, to appear in: Annals of Operations Research.

2. Qi, L.Ling, C.Liu, J. J. and Ouyang, C. An orthogonal equivalence theorem for third order tensors, to appear in: Journal of Industrial and Management Optimization.

3. Pan, C. J.Ling, C. and He, H. J. Adaptive multi-dimensional low-rank balance methods for tensor completion problems, to appear in: Pacific Journal of Optimization.

4. Ling, C.Liu, J, J. Ouyang, C. and Qi, L. ST-SVD factorization and S-diagonal tensors, to appear in: Communications in Mathematical Sciences.

5. Ling, C., Yu, G. H., Qi, L. and Xu, Y. W. T-product factorization method for internet traffic data completion with spatio-temporal regularization, Computational Optimization and Applications, Vol.80, 883-913 (2021).

6. He, H. J., Bai, X. L., Ling, C. and Zhou, G. L. An index detecting algorithm for a class of TCP(A,q) equipped with nonsingular M-tensors, Journal of Computational and Applied Mathematics, Vol. 394, 113548 (2021).

7. Bai, X. L. He, H. J. Ling, C. and Zhou G. L. A nonnegativity preserving algorithm for multilinear systems with nonsingular M-tensors, Numerical Algorithms, Vol.87, 1301C1320 (2021).

8. Ling, C., Yan, W. J., He, H.J. and Qi, L., Further study on tensor absolute value equationsSCIENCE CHINA--MathematicsVol. 63 (10),2137-2156 (2020).

9. Ling, L. Y., Ling,C. and He, H.J., Generalized Tensor Complementarity Problems Over a Polyhedral Cone, Asia-Pacific Journal of Operational Research, Vol. 37 (4), 2040006 (23 pages) (2020).

10. Ling,L.Y., Ling,C. and He, H. J., Properties of the Solution Set of Generalized Polynomial Complementarity Problems, Pacific Journal of Optimization, Vol.16 (1),155-174 (2020).

11. Yan, W. J., Ling,C., Ling, L. Y. and He, H. J., Generalized tensor equations with leading structured tensors, Applied Mathematics and Computation, Vol. 361, 311-324  (2019).

12. He, H. J., Ling, C., Zhou, G. L. and Qi, L., A Globally and Quadratically Convergent Algorithm for Solving Multilinear Systems with M-tensorsJournal of Scientific Computing,Vol.76, 1718-1741 (2018).

13. Ling, L. Y., He, H.J. and Ling, C., On error bounds of polynomial complementarity problems with structured tensors, Optimization, VOL. 67 (2), 341-358 (2018).

14. Yu, W., Ling, C. and He, H.J., On the Properties of Tensor Complementarity Problems, Pacific Journal of Optimization, Vol.14 (4),674-691 (2018).

15. He, J. J., Ling, C. and He, H. J., A Class of Second-Order Cone Eigenvalue Complementarity Problems for Higher-Order Tensors, J. Oper. Res. Soc. China, Vol. 5 45-64 (2017).

16. Ling, C., He, H. J. and Qi, L., Improved approximation results on standard quartic polynomial optimization, Optimization Letter, Vol. 11, 1767-1782 (2017).

17. Ling, C., He H. J. and Qi, L., Higher-degree eigenvalue complementarity problems for tensors, Computational Optimization and Applications, (2016) Vol. 64, 149-176 (2016).

18. Ling, C., He, H. J. and Qi, L., On the cone eigenvalue complementarity problem for higher-order tensors, Computational Optimization and Applications, Vol. 63, 143-168 (2016).

19. He, H. J., Ling, C. and Xu, H. K., An implementable splitting algorithm for the L1-norm regularized split feasibility problem, Journal of Scientific Computing, Vol. 67, 281-298(2016).

20. Xu, F. and Ling, C. (通讯作者), Some properties on Pareto-eigenvalues of higher-order tensors, Operations Research Transactions, Vol.19 (3), 2015.

21. Zheng, L. A. and Ling, C. (通讯作者), A smoothing projected Levenberg-Marquardt type algorithm for solving constrained equations, Numerical Functional Analysis and Optimization, Vol 36, 1353-1374 (2015).

22. Jin, P., Ling, C. and Shen, H. F., A smoothing Levenberg-Marquardt algorithm for semi-infinite programming, Computational Optimization and Applications, Vol 60, 675-695 (2015).

23. Ling, C., Zhang, X. Z and Qi, L., Approximation bound analysis for the standard multi-quadratic optimization problem, Pacific Journal of Optimization, Vol.11,257-278 (2015).

24. He, H. J., Ling, C. and Xu, H. K., A relaxed projection method for split variational inequalities, Journal of Optimization Theory and Applications, Vol.166(1),213-233(2015).

25. Kang, H. C. and Ling, C., Computation of integrals with oscillatory singular factors of algebraic and logarithmic type, Journal of Computational and Applied Mathematics, Vol 285,72-85 (2015).

26. Ling, C., Wang, G. F. and He. H. J., A new Levenberg-Marquardt type algorithm for solving nonsmooth constrained equationsApplied Mathematics and Computation, Vol 229, 107-122 (2014).

27. Ling, C. and Qi, L., $l^{k,s}$-Singular values and spectral radius of rectangular tensors, Front. Math. China, Vol. 8(1), 63-83 (2013).

28. Hu,S.L., Hu, Z.H., Ling,C. and Qi,L., E-Determinants of Tensors, Journal of Symbolic Computation, Vol. 50,508531 (2013).

29. Tong, X. J., Ling, C., Wu, S.Y. and Qi, L., Semi-infinite programming method for optimal power flow with transient stability and variable clearing time of faults, Journal of Global Optimization,Vol.55,813-830 (2013).

30. Yin, H.X.,Ling C. and Qi, L., Smooth and semismooth Newton methods for constrained approximation and estimation, Numerical Functional Analysis and Optimization, Vol. 33, 558-589 (2012).

31. Zhang, X.Z. Ling,C. and Qi, L., The best rank-1 approximation of a symmetric tensor and related spherical optimization problems, SIAM Journal on Matrix Analysis and Applications, Vol. 33, 806-821 (2012).

32. Ling, C., Zhang, X. and Qi, L., Semidefinite relaxation approximation for multivariate bi-quadratic optimization with quadratic constraints, Numerical Linear Algebra with Applications,Vol.19, 113-131 (2012).

33. Bomze, I.M., Ling, C., Qi, L. and Zhang, X., Standard bi-quadratic optimization problems and unconstrained polynomial reformulations, Journal of Global Optimization,Vol.52(4),663-687 (2012).

34. Ling, C., Yin, H.X., Zhou, G., A smoothing Newton-type method for solving the $L_2$ spectral estimation problem with lower and upper bounds, Computational Optimization and Applications, Vol. 50, 351-378 (2011).

35. Ling, C. and Qi, L., Some results on $l^k$-eigenvalues of tensor and related spectral radius, Numerical Algebra, Control and Optimization, Vol. 1,  381-388 (2011).

36. Ling, C., Qi, L. Zhou, G. and Caccetta, L., Properties of expected residual functions arising from stochastic complementarity problems, Pacific Journal of Optimization, Vol. 7, 249-262 (2011).

37. Zhang, X., Ling, C.and Qi, L., Semidefinite relaxation bounds for bi-quadratic optimization problems with quadratic constraints, Journal of Global Optimization, Vol.49, 293-311 (2011).

38. Zhang, X., Ling, C., Qi, L. and Wu, E.X., The measure of diffusion skewness and kurtosis in magnetic resonance imagine, Pacific Journal of Optimization, Vol. 6, 391-402 (2010).

39. Lopez, M., Wu, S.Y., Ling, C. and Qi, L., A Mathematical Programming Approach to Strong Separation in Normed Spaces, Journal of Convex Analysis, Vol.17, 211-227 (2010).

40. Ling, C., Ni, Q., Qi, L. and Wu, S.Y., A new smoothing Newton-type algorithm for semi-infinite programming, Journal of Global Optimization, Vol.46, 133-159 (2010).

41. Ling, C., Nie, J.W. Qi, L. and Ye, Y.Y., Bi-Quadratic Optimization over Unit Spheres and Semidefinite Programming Relaxations, SIAM Journal on Optimization, Vol.20, 1286-1310 (2009).

42. Qi, L., Ling, C., Tong, X.J. and Zhou, G., A smoothing projected Newton-type algorithm for semi-infinite programming, Computational Optimization and Applications, Vol. 42, 1-30 (2009).

43. Ling, C., Qi, L., Zhou, G. and Caccetta, L., The SC1 properties of expected residual functions arising from stochastic complementarity problems, Operation Research Letter, Vol. 36, 456-460 (2008).

44. Tong, X. J., Ling, C. and Qi, L., A Semi-Infinite Programming Algorithm for Solving Optimal Power Flow with Transient Stability Constraints, Journal of Computational and Applied Mathematics, Vol. 217, 432-447 (2008).

45. Yin, H. X., Ling, C. and Qi, L., Convergence rate of Newton's method for $L_2$ spectral estimation, Mathematical Programming, Vol.107, 539-546 (2006).

46. Ni, Q., Ling, C., Qi, L. and Teo, K.L., A truncated projected Newton-type algorithm for large scale semi-infinite programming, SIAM Journal on Optimization, Vol.16, 1137-1154 (2006).

47. Ling, C., Qi, L., Zhou, G. L. and Wu, S. Y., Global convergence of a robust smoothing SQP method for semi-infinite programming, Journal of Optimization Theory and Applications, Vol.129,147-164, (2006).

48. Qi, L., Shapiro, A. and Ling, C., Differentiability and semismoothness properties of integral functions and their applications, Mathematical Programming, Ser.A, Vol.102, 223-248 (2005).

49. Ling, C., Chen, X.J., Fukushima, M. and Qi, L., A smoothing implicit programming approach for solving a class of stochastic generalized semi-infinite programming problems, Pacific Journal of Optimization, Vol.1, 127-145 (2005).

50. Hu, Y.D. and Ling, C., The generalized optimality conditions of multiobjective programming in topological vector space, Journal of Mathematical Analysis and Applications, Vol.290, 363-372 (2004).

51. Ling, C., Generalized tangent epiderivative and applications to set-valued map optimization, Journal of Nonlinear and Convex Analysis, Vol.3, 303-313 (2002).

(二)代表性科研项目

1. 国家自然科学基金项目(主持):一类张量方程和多项式优化问题的理论分析与算法(No.11971138)20201-202312月;

2. 国家自然科学基金项目(主持,已结题):若干张量特征值互补与相关多项式优化问题理论与算法 (No. 11571087) 2016年1-2019年12月;

3. 国家自然科学基金项目(主持,已结题):多重齐次多项式优化的近似算法及其应用(No. 11171083) 20121-201512月;

4. 国家自然科学基金项目(主持,已结题):半无限变分不等式的牛顿型迭代算法研究(No. 10871168) 20091-201112月;

5. 浙江省自然科学基金项目(主持,已结题):高阶张量方程和相关优化问题的解集性质分析与算法设计(No.LY19A010019), 20191-202112月;

6. 浙江省自然科学基金重点项目(主持,已结题):结构性的非光滑约束方程组及相关优化问题的算法研究 (No. LZ14A010003)20141-201712月;

7. 浙江省自然科学基金项目(主持,已结题):多重齐次多项式优化问题的快速近似算法及其在医学成像中的应用研究 (Y6100366)20106-20136月;

8. 浙江省自然科学基金项目(主持,已结题):地方电力系统安全稳定裕度问题的模型及其算法研究(Y606168),20071-200812月。

 

(三)知识产权

五、主要荣誉

课题《多目标最优化理论与在经济上的应用》成果获省教委1998年科技进步三等奖(排名第二);论文《Bi-Quadratic Optimization over Unit Spheres and Semidefinite Programming Relaxations》获“十一五”浙江省自然科学基金优秀论文;获2012年浙江省自然科学学术奖三等奖;6次获浙江省自然科学优秀论文二等奖。

六、学术兼职

现任: 中国运筹学会数学规划分会副理事长、中国经济数学与管理数学研究会副理事长;国际ESI期刊《Pacific Journal of Optimization》编委、国际期刊《Statistics, Optimization & Information Computing》编委。

曾任:中国运筹学会理事、中国系统工程学会理事、浙江省数学会常务理事、中国决策科学研究会理事、第一和二届浙江省教育厅高等数学教学指导委员会委员。


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