人物簡介
梁金玲，女，1974年9月出生，河南淅川人，1999年畢業於西北大學（本碩連讀），2006年獲東南大學理學博士學位（導師為曹進德教授），2007年--2008年在英國布魯內爾大學（Brunel University）做博士後研究工作。
1999年8月開始任教於東南大學，現任東南大學數學系教授、博士生導師 ，東南大學自動化學院教授、博士生導師 。
2012年入選第九屆“中國青年女科學家獎” ，2013年獲江蘇省自然科學基金傑出青年基金資助 ，2014 年榮獲首屆湯森路透中國引文桂冠獎“高被引科學家獎”，併入選工程學領域的中國高被引學者（Most Cited Chinese Researchers）榜單 ，2014年及2015年分別入選Elsevier發布的當年度中國高被引學者（Most Cited Chinese Researchers（計算機科學領域）榜單 。
2007年獲教育部自然科學二等獎 ，2012年入選“新世紀優秀人才支持計畫”名單 。
研究及工作經歷
(1) 2014.07-2014.08 美國德州農工卡達分校，科學部，Postdoctoral Research Associate
(2) 2013.07-2013.09 澳大利亞西悉尼大學，計算、工程與數學學院，Visiting Fellow
(3) 2013.01-2013.02 香港大學，機械工程系，Research Associate
(4) 2011.01-2011.12 英國布魯內爾大學，智慧型數據分析中心(CIDA)，Visiting Scholar
(5) 2010.01-2010.03 英國布魯內爾大學，信息系統與計算系，Visiting Fellow
(6) 2009.03-2009.08 香港大學，機械工程系，Research Associate
(7) 2004.03-2004.04 香港城市大學，數學系，Research Associate
(8) 2004.01-2004.03 香港大學，機械工程系，Research Associate
研究方向
基因時間序列數據建模；基因調控網路的動力學分析；複雜網路控制與最佳化；神經網路理論及套用；時滯系統；魯棒控制 。
學術任職
(1) Associate Editor for IEEE Transactions on Neural Networks and Learning Systems (2013);
(2) Editorial Board Member for IET Control Theory & Applications (2012);
(3) Editorial Board Member for International Journal of Computer Mathematics (2012);
(4) Associate Editor for Neurocomputing (2008--2013);
(5) Guest Editor for Special Issue of Mathematics and Computers in Simulation (2010);
(6) Guest Editor for Special Issue of Mathematical Problems in Engineering (Mathematical Problems for Complex Networks);
(7) Associate Editor for Systems Science and Control Engineering (2012) ;
(8) Associate Editor for Communication in Information Science and Management Engineering (2011);
(9) Editorial Board Member for ISRN Artificial Intelligence (2011--2013).
科研項目
| 1 | 基於流行病時間序列的動態複雜網路建模、估計和魯棒隨機控制 | 國家自然科學基金委 | 2011年 |
| 2 | 基因調控網路的建模與動力學分析 | 教育部留學基金委 | 2011年 |
| 3 | 江蘇省高校“青藍工程”優秀青年骨幹教師培養對象 | 江蘇省教育廳 | 2010年 |
| 4 | 基因調控網路的魯棒隨機動力學分析與綜合 | 國家自然科學基金項目 | 2008年 |
| 5 | 泛函微分系統的動力學分析及其在神經網路和基因網路中的套用 | 教育部博士點新教師基金 | 2008年 |
| 6 | 東南大學優秀青年教師教學科研資助計畫 | 東南大學 | 2008年 |
參考
教授課程
| 本科生 | 機率論與數理統計（隨機數學） | 48學時 | 2.5學分 |
| 本科生 | 高等數學（A、B） | 144學時 | 5學分 |
| 本科生 | 高等數學習題課(A、B、C) | 96學時 | 0學分 |
| 本科生 | 高等數學（C） | 128學時 | 4.5學分 |
| 本科生 | 文科高等數學 | 64學時 | 4學分 |
| 本科生 | 幾何與代數 | 48學時 | 3學分 |
| 本科生 | 線性代數 | 32學時 | 2學分 |
| 碩士研究生 | 信息科學中的數學方法 | 36學時 | 2學分 |
| 博士研究生 | 混雜系統理論 | 36學時 | 2學分 |
參考
論文專著
近年來主要論文
1. J. Liang, Z. Wang and X. Liu, H-infinity control for 2-D time-delay systems with randomly occurring nonlinearities under sensor saturation and missing measurements, Journal of the Franklin Institute, 352(3) (2015) 1007-1030.
2. J. Hu, J. Liang and J. Cao, Stabilization for genetic regulatory networks with mixed time-delays: an adaptive control approach, IMA Journal of Mathematical Control and Information, in press. DOI: 10.1093/imamci/dnt048.
3. J. Hu, J. Liang and D. Chen, Reliable guaranteed-cost control for networked systems with randomly occurring actuator failures and fading performance output, International Journal of General Systems, 44(2) (2015) 129-141.
4. Q. Li, B. Shen, J. Liang and H. Shu, Event-triggered synchronization control for complex networks with uncertain inner coupling, International Journal of General Systems, 44(2) (2105) 212-225.
5. J. Liang, T. Huang, T. Hayat and F. Alsaadi, H_infinity filtering for two-dimensional systems with mixed time delays, randomly occurring saturations and nonlinearities, International Journal of General Systems, 44(2) (2015) 226-239.
6. X. Huang, T. Sun, Y. Li and J. Liang, A color image encryption algorithm based on a fractional-order hyperchaotic system, Entropy, 17(1) (2015) 28-38.
7. J. Liang, F. Sun and X. Liu, Finite-horizon H_infinity filtering for time-varying delay systems with randomly varying nonlinearities and sensor saturations, Systems Science & Control Engineering: An Open Access Journal, 2 (2014) 108-118. DOI: 10.1080/21642583.2014.883339.
8. Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao and X. Liu, cDNA microarray adaptive segmentation, Neurocomputing, 142 (2014) 408-418.
9. J. Liang and W.X. Zheng, Distributed state estimation for uncertain sensor networks with mixed time delays subject to sensor saturations, International Journal of General Systems, 43(3-4) (2014) 332-345.
10. J. Hu, J. Liang and J. Cao, Synchronization of hybrid-coupled heterogeneous networks: pinning control and impulsive control schemes, Journal of the Franklin Institute-Engineering and Applied Mathematics, 351(5) (2014) 2600-2622.
11. J. Liang, Z. Wang, Y. Liu and X. Liu, State estimation for two-dimensional complex networks with randomly occurring nonlinearities and randomly varying sensor delays, International Journal of Robust and Nonlinear Control, 24(1) (2014) 18-38.
12. J. Liang, Z. Wang and X. Liu, Robust state estimation for two-dimensional stochastic time-delay systems with missing measurements and sensor saturation, Multidimensional Systems and Signal Processing, 25(1) (2014) 157-177.
13. Y. Hu, J. Lam and J. Liang, Consensus of multi-agent systems with Luenberger observers, Journal of the Franklin Institute-Engineering and Applied Mathematics, 350(9) (2013) 2769-2790.
14. Y. Hu, J. Lam and J. Liang, Consensus control of multi-agent systems with missing data in actuators and Markovian communication failure, International Journal of Systems Science, 44(10) (2013) 1867-1878.
15. J. Liang, Z. Wang and X. Liu, Robust stabilization for a class of stochastic 2-D nonlinear systems with time-varying delays, IET Control Theory & Applications, 7(13) (2013) 1699-1710.
16. J. Hu, J. Liang, J. Cao, Stability analysis for genetic regulatory networks with delays: the continuous-time case and the discrete-time case, Applied Mathematics and Computation, 220 (2013) 507-517.
17. Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao, X. Liu, A novel neural network approach to cDNA microarray image segmentation, Computer Methods and Programs in Biomedicine, 111(1) (2013) 189-198.
18. Z. Wang, H. Wu, J. Liang, J. Cao and X. Liu, On modelling and state estimation for genetic regulatory networks with polytopic uncertainties, IEEE Transactions on Nanobioscience, 12(1) (2013) 13-20.
19. Y. Liu, Z. Wang, J. Liang, X. Liu, Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays, IEEE Transactions on Cybernetics, 43(1) (2013) 102-114.
20. Q. Song, Z. Wang and J. Liang, Analysis on passivity and passification of T-S fuzzy systems with time-varying delays, Journal of Intelligent & Fuzzy Systems, 24(1) (2013) 21-30.
21. J. Liang, Z. Wang, B. Shen and X. Liu, Distributed state estimation in sensor networks with randomly occurring nonlinearities subject to time-delays, ACM Transactions on Sensor Networks, 9(1) (Nov. 2012) Art. No. 4, doi: 10.1145/2379799.2379803.
22. J. Liang, Z. Wang, X. Liu and P. Louvieris, Robust synchronization for two-dimensional discrete-time coupled dynamical networks, IEEE Transactions on Neural Networks and Learning Systems, 23(6) (2012) 942-953.
23. J. Liang, Z. Wang and X. Liu, Distributed state estimation for uncertain Markov-type sensor networks with mode-dependent distributed delays, International Journal of Robust and Nonlinear Control, 22(3) (2012) 331-346.
24. B. Shen, Z. Wang, J. Liang and Y. Liu, Recent advances on filtering and control for nonlinear stochastic complex systems with incomplete information: a survey, Mathematical Problems in Engineering, Volume 2012, Article ID 530759, doi:10.1155/2012/530759.
25. L. Tian, J. Liang and J. Cao, Robust observer for discrete-time Markovian jumping neural networks with mixed mode-dependent delays, Nonlinear Dynamics, 67(1) (2012) 47-61.
26. Y. Yao, J. Liang and J. Cao, Stability analysis for switched genetic regulatory networks: an average dwell time approach, Journal of the Franklin Institute, 348(10) (2011) 2718-2733.
27. B. Shen, Z. Wang, J. Liang and X. Liu, Sampled-data filtering for stochastic genetic regulatory networks, International Journal of Robust and Nonlinear Control, 21(15) (2011) 1759-1777.
28. B. Lv, J. Liang and J. Cao, Robust distributed state estimation for genetic regulatory networks with Markovian jumping parameters, Communications in Nonlinear Science and Numerical Simulations, 16(10) (2011) 4060-4078.
29. Y. Yao, J. Liang and J. Cao, Robust stability of Markovian jumping genetic regulatory networks with disturbance attenuation, Asian Journal of Control, 13(5) (2011) 655-666.
30. J. Liang, Z. Wang and X. Liu, Robust synchronization of a class of coupled delayed networks with multiple stochastic disturbances: the continuous-time case, International Journal of Modern Physics B, 25(6) (2011) 757-780.
31. J. Liang, Z. Wang and X. Liu, Distributed state estimation for discrete-time sensor networks with randomly varying nonlinearities and missing measurements, IEEE Transactions on Neural Networks, 22(3) (2011) 486-496.
32. J. Liang, B. Shen, H. Dong and J. Lam, Robust distributed state estimation for sensor networks with multiple stochastic communication delays, International Journal of Systems Science, 42(9) (2011) 1459-1471.
33. Y. Wang, Z. Wang, J. Liang, Y. Li and M. Du, Synchronization of stochastic genetic oscillator networks with time delays and Markovian jumping parameters, Neurocomputing, 73(13-15) (2010) 2532-2539.
34. Y. Wang, Z. Wang and J. Liang, On robust stability of stochasdtic gegetic regulatory networks with time delays: a delay fractioning approach, IEEE Transactions on Systems Man and Cybernetics-B: Cybernetics, 40(3) (2010) 729-740.
35. J. Liang, Z. Wang and X. Liu, On passivity and passification of stochastic fuzzy systems with delays: the discrete-time case, IEEE Transactions on Systems, Man, and Cybernetics - Part B, 40(3) (2010) 964-969.
36. J. Liang, Z. Wang and X. Liu, Robust passivity and passification of stochastic fuzzy time-delay systems, Information Sciences, 180(9) (2010) 1725-1737.
37. J. Liang and J. Lam, Robust state estimation for stochastic gegetic regulatory networks, International Journal of Systems Science, 41(1) (2010) 47-63.
38. G. Wang and J. Liang, Exponential stability analysis for delayed stochastic Cohen-Grossberg neural networks, International Journal of Computational Intelligence Systems, 3(1) (2010) 96-102.
參寫專著
Jinling Liang, Zidong Wang and Xiaohui Liu (pp.117–149). Recent Advances in Nonlinear Dynamics and Synchronization (書名). Springer-Verlag Berlin Heidelberg 2009,2010.
Jinde Cao, Jinling Liang, Fengli Ren（參編Ch18,pp.389-429）. Artificial Higher Order Neural Networks for Economics and Business. Hershey, PA 17033, USA,2009.
