研究方向:
二维系统动力学;
布尔网络动态分析;
复杂网络控制与优化;
基因网络动力学;
随机系统分析。
参编论著:
1、J. Cao, F. Ren and J. Liang, Dynamics in Artificial Higher Order Neural Networks with Delays, in:Artificial Higher Order Neural Networks for Economics and Business, Chapter 18, Edited by M. Zhang, IGI Global, Hershey, USA, 2008. (ISBN: 978-1-59904-897-0)
2、J. Liang, Zidong Wang and X. Liu, On Synchronization of Coupled Delayed Neural Networks, in: Recent Advances in Nonlinear Dynamics and Synchronization - Theory and Applications, Chapter 5, Edited by K. Kyamakya, W.A. Halang, H. Unger, J.C. Chedjou, N.F. Rulkov and Z. Li, pp. 117-149, Series: Studies in Computational Intelligence, Vol. 254, Springer-Verlag Berlin/Heidelberg, Germany, 2009. (ISBN: 978-3-642-04226-3)
近年发表论文:
1. F. Wang, J. Liang and T. Huang, Synchronization of stochastic delayed multi-agent systems with uncertain communication links and directed topologies, IET Control Theory & Applications, in press.
2. F. Wang and J. Liang, Bounded H_infinity synchronization for time-varying networks with probability-dependent information, International Journal of Robust and Nonlinear Control, in press.
3. H. Chen, J. Liang and J. Lu, Partial synchronization of interconnected Boolean networks, IEEE Transactions on Cybernetics, in press.
4. J. Wang, X. Liu and J. Liang, Bogdanov-Takens bifurcation in an oscillator with positive damping and multiple delays, Nonlinear Dynamics, 87(1) (2017) 255–269.
5. J. Liang, W. Gong and T. Huang, Multistability of complex-valued neural networks with discontinuous activation functions, Neural Networks,84 (Dec. 2016) 125-142.
6. F. Wang, J. Liang and F. Wang, Optimal control for discrete-time singular stochastic systems with input delay, Optimal Control, Applications and Methods, 37(6) (Dec. 2016) 1282-1313.
7. J. Liang, Z. Wang, T. Hayat and A. Alsaedi, Distributed H_infinity state estimation for stochastic delayed 2-D systems with randomly varying nonlinearities over saturated sensor networks, Information Sciences, 370-371(Nov. 20 2016) 708-724.
8. W. Gong, J. Liang, C. Zhang and J. Cao, Nonlinear measure approach for the stability analysis of complex-valued neural networks, Neural Processing Letters, 44(2) (Oct. 2016) 539-554.
9. Y. Liu, L. Sun, J. Lu and J. Liang, Feedback controller design for the synchronization of Boolean control networks, IEEE Transactions on Neural Networks and Learning Systems, 27(9) (Sep. 2016) 1991-1996.
10. H. Chen, J. Liang and Z. Wang, Pinning controllability of autonomous Boolean control networks, Science China-Information Sciences, 59(7) (JUL 2016) Art. No. 070107.
11. F. Wang, J. Liang, Z. Wang and F. Alsaadi, Robust synchronization of complex networks with uncertain couplings and incomplete information, International Journal of General Systems, 45(5)(2016) 589-603.
12. W. Gong, J. Liangand J. Cao, Global \mu-stability of complex-valued delayed neural networks with leakage delay, Neurocomputing, 168 (Nov. 30, 2015) 135-144.
13. H. Chen,J. Liang,Y. LiuandT. Huang, Synchronization analysis of Boolean networks based on equivalence, IET Control Theory & Applications, 9(15) (Oct. 8 2015) 2242-2248.
14. W. Gong,J. Liangand J. Cao, Matrix measure method for global exponential stability of complex-valued recurrent neural networks with time-varying delays, Neural Networks, 70 (Oct. 2015) 81-89.
15. J. Hu, Z. Wang, J. Liangand H. Dong, Event-triggered distributed state estimation with randomly occurring uncertainties and nonlinearities over sensor networks: adelay-fractioning approach, Journal of the Franklin Institute, 352(9) (Sep. 2015) 3750-3763.
16. J. Hu, J. Liang and J. Cao, Stabilization of genetic regulatory networks with mixed time-delays: anadaptive control approach, IMA Journal of Mathematical Control and Information, 32(2) (Jun. 2015) 343-358.
17. J. Hu, J. Liang, D. Chen, D. Ji andJ. Du,A recursive approach to non-fragile filtering for networked systems with stochastic uncertainties and incomplete measurements,Journal of the Franklin Institute, 352(5) (May 2015) 1946-1962.
18. J. Liang, Z. Wang and X. Liu, H_infinitycontrol for 2-D time-delay systems with randomly occurring nonlinearities under sensor saturation and missing measurements, Journal of the Franklin Institute, 352(3) (Mar. 2015)1007-1030.
19. J. Liang, T. Huang, T. Hayat and F. Alsaadi, H_infinity filtering for two-dimensional systems with mixed time delays, randomlyoccurring saturations and nonlinearities, International Journal of General Systems, 44(2) (Feb. 17, 2015) 226-239.
20. J. Liang, F. Sun and X. Liu, Finite-horizon H_infinity filtering for time-varying delaysystems with randomly varying nonlinearities andsensor saturations, Systems Science & Control Engineering: An Open Access Journal, 2 (2014) 108-118.
21. Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao and X. Liu, cDNA microarray adaptive segmentation,Neurocomputing, 142(Oct. 22 2014)408-418.
22. J. LiangandW.X. Zheng, Distributed state estimation for uncertain sensor networks with mixed time delayssubject to sensor saturations, International Journal ofGeneral Systems, 43(3-4) (May 7, 2014) 332-345.
23. J. Hu, J. Liang andJ. Cao,Synchronization ofhybrid-coupledheterogeneousnetworks: pinning control andimpulsivecontrol schemes, Journal of the Franklin Institute, 351(5) (May 2014) 2600-2622.
24. J. Liang, Z. Wang, Y. Liu andX. 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) (Jan. 2014) 18-38.
25. J. Liang, Z. WangandX. Liu, Robust state estimation for two-dimensional stochastic time-delay systems with missing measurements and sensor saturation, Multidimensional Systems and Signal Processing, 25(1) (Jan. 2014) 157-177.
26. Y. Hu, J. Lam andJ. Liang, Consensus of multi-agent systems with Luenberger observers, Journal ofthe Franklin Institute-Engineering and Applied Mathematics, 350(9) (Nov. 2013) 2769-2790.
27. Y. Hu, J. Lam and J. Liang, Consensus control of multi-agent systemswith missing data in actuators and Markovian communication failure, International Journal of Systems Science,44(10) (Oct. 1, 2013) 1867–1878.
28. J. Liang, Z. WangandX. Liu, Robust stabilization for aclass of stochastic 2-D nonlinear systems with time-varying delays, IET Control Theory & Applications, 7(13) (Sep. 5, 2013) 1699-1710.
29. J. Hu, J. Liang and J. Cao, Stability analysis for genetic regulatory networks with delays: the continuous-time case and the discrete-time case, Applied Mathematics and Computation, 220 (Sep. 1, 2013) 507-517.
30. Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao andX. Liu, A novel neural network approach to cDNA microarray image segmentation, Computer Methods and Programs in Biomedicine, 111(1) (Jul. 2013) 189-198.
31. 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) (Mar. 2013) 13-20.
32. Y. Liu, Z. Wang, J. Liang and X. Liu, Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays, IEEE Transactions on Cybernetics, 43(1) (Feb. 2013)102-114.
33. 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.
34. 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) (Jun. 2012) 942-953.
35. 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) (Feb. 2012) 331-346.
36. 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) (Jan. 2012) 47-61.
37. 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) (Dec. 2011) 2718-2733.
38. B. Shen, Z. Wang, J. Liang and X. Liu, Sampled-data H_infinity filtering for stochastic genetic regulatory networks, International Journal of Robust and Nonlinear Control, 21(15) (Oct. 2011) 1759-1777.
39. 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) (Oct. 2011) 4060-4078.
40. Y. Yao, J. Liang and J. Cao, Robust stability of Markovian jumping genetic regulatory networks with disturbance attenuation, Asian Journal of Control, 13(5) (Sep. 2011) 655-666.
41. 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)(Mar. 10, 2011) 757-780.
42. 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) (Mar. 2011) 486-496.
43. Y. Wang, Z. Wang and J. Liang, On robust stability of stochastic genetic regulatory networks with time delays: a delay fractioning approach, IEEE Transactions on Systems Man and Cybernetics-B: Cybernetics, 40(3) (Jun. 2010)729-740.
44. 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) (Jun. 2010) 964-969.
45. Z. Wang, X. Liu, Y. Liu, J. Liang andV. Vinciotti, An extended Kalman filtering approach to modeling nonlinear dynamic gene regulatory networks via short gene expression time series,IEEE/ACM Transactions on Computational Biology and Bioinformatics,6(3) (Sep. 2009)410-419.
46. J. Liang, Z. Wang and X. Liu, State estimation for coupled uncertain stochastic networks with missing measurements and time-varying delays: the discrete-time case,IEEE Transactions on Neural Networks, 20(5) (May 2009) 781-793.
47. Y. Liu, Z.Wang, J. Liang and X. Liu,Stability and synchronization of discrete-time Markovian jumping neural networks with mixed mode-dependent time delays,IEEE Transactions on Neural Networks,20(7) (Jul. 2009)1102-1116.
48. J. Liang, Z. Wang, Y. Liu and X. Liu, Robust synchronization of an array of coupled stochastic discrete-time delayed neural networks,IEEE Transactions on Neural Networks, 19(11) (Nov. 2008) 1910-1921.
49. Y. Liu, Z. Wang, J. Liang and X. Liu, Synchronization and state estimation for discrete-time complex networks with distributed delays,IEEE Transactions on Systems, Man, and Cybernetics-B, 38(5) (Oct. 2008) 1314-1325.
50. J. Liang, Z. Wang, Y. Liu and X. Liu, Global synchronization control of general delayed discrete-time networks with stochastic coupling and disturbances, IEEE Transactions on Systems, Man, and Cybernetics-B, 38(4) (Aug. 2008) 1073-1083.