2007年以来代表性刊物论文如下: 侯忠生著 非参数模型及其自适应控制理论,科学出版社,1999。Zhongsheng Houand Shangtai Jin, “Model Free Adaptive Control: Theory and Applications”, Springer, 2012 2007年[1] Zhongsheng HouJian-Xin Xu, A New Feedback-Feedforward Configuration for the Iterative Learning Control of a class of Discrete-Time Systems,自动化学报,33(3), 323-326, 2007。[2]Zhongsheng Hou, Jian-Xin Xu and Hongwei Zhong, Freeway Traffic Control Using Iterative Learning Control Based Ramp Metering and Speed Signaling,IEEE Transactions on Vehicular Technology, Regular 56(2), 466-477, 2007[3] 池荣虎侯忠生,Dual stage optimal iterative learning control for nonlinear non-affine discrete-time systems,自动化学报,2007,33(10),1061-10652008年[4] Zhongsheng Hou, Jian-Xin Xu and Jingwen Yan, An Iterative Learning Approach for Density Control of Freeway Traffic Flow Via Ramp Metering,Transportation Research, Part C, 16(1) (2008) 71–97[5]侯忠生金尚泰赵明,宏观交通流模型参数的迭代学习辨识方法,自动化学报,2008,34(1),64-71。[6] Ronghu Chi,Zhongsheng Hou, Shulin Sui,Lei Yu and Wenlong Yao, A New Adaptive Iterative Learning Control Motivated By Discrete-Time Adaptive Control,International Journal of Innovative Computing, Information and Control, 1267—1274, 4(6), 2008[7] Chi Ronghu, Sui Shulin andHou Zhongsheng, A new discrete-time adaptive ILC for nonlinear systems with time-varying parametric uncertainties,ACTA AUTOMATICA SINICA, 34(7),2008,805-808[8] Ronghu Chi,Zhongsheng Hou, and Jian-xin Xu, A discrete-time adaptive ILC for systems with iteration-varying trajectory and random initial condition,Automatica,44(8),2207–2213,2008[9] 曹荣敏侯忠生,直线电机的无模型直接自适应广义预测控制,控制理论与应用,2008,25(3)587-590[10] 金尚泰侯忠生,一类非线性大滞后系统的改进无模型自适应控制算法,控制理论与应用,V 25 N 4,A 2008,623-626[11] Ronghu Chi and Zhongsheng Hou, A model-free adaptive control approach for freeway traffic density via ramp metering,International Journal of Innovative Computing, Information and Control,2008, 4(11): 2823-2009年[12] 侯忠生王卫红金尚泰,一类离散非线性系统准滑模控制,控制理论与应用,26(5),505-509,2009[13]侯忠生晏静文,带有迭代学习前馈的快速路无模型自适应入口匝道控制,自动化学报,35(5),588-595,2009[14]侯忠生Jian-Xin Xu, 数据驱动控制理论及方法的回顾和展望,自动化学报,35(6),2009,pp650-667[15] Jian-Xin Xu侯忠生,Notes on Data-driven System Approaches,自动化学报,35(6),2009,pp668-675[16] 王振华侯忠生,高颖, 布尔序列的一种改进k-NN算法,模式识别与人工智能,No 2, pp330-324[17] Ronghu Chi,Zhongsheng Hou, A neural network-based adaptive ILC for a class of nonlinear discrete-time systems with dead zone scheme,Journal of Systems Science and Complexity,22(31),2009,435 – 445[18] 马洁, 陈智勇,侯忠生,大型舰船综合减摇系统无模型自适应控制,控制理论与应用,26(11),pp1289-1293,20092010年[19] Chenkun Yin, Jian-Xin Xu andZhongsheng Hou, Iterative Learning Control Design with High-Order Internal Model for Nonlinear Systems Tracking Iteration-Varying Trajectory,Journal of Control Theory and Applications, Vol 8, No 3,2010[20]Zhongsheng Hou, Ronghu Chi, and Jianxin Xu, Reply to “Comments on ‘Adaptive ILC for a class of discrete-time systems with iteration-varying trajectory and random initial condition’,Automatica, 46(3),Pages 635-636,2010[21] 晏静文,侯忠生 学习增强型PID控制系统的收敛性分析控制理论与应用, 2010,27(6):761-[22] Yan J W andHou Z S Iterative learning control based freeway ramp metering with iteration-varying International Journal of Innovative Computing, Information and Control, 3(A), 875–884,2010[23]Chenkun Yin, Jian-Xin Xu,Zhongsheng Hou, A High-order Internal Model Based Iterative Learning Control Scheme for Nonlinear Systems with Time-iteration-varying Parameters,IEEE Transactions on Automatic Control, 2010,55(11), 2665-2670[24] CHI Rong-Hu andHOU Zhong-Sheng, A model-free periodic adaptive control for freeway traffic density via ramp metering,ACTA AUTOMATICA SINICA, 2010, 36(7),1029-1032[25] Hairong Dong , Bin Ning , Baigen Cai ,Zhongsheng Hou, Automatic train control system development and simulation for high-speed railways,IEEE Circuits and Systems Magazine, 10(2), p6-18, 2010[26] 王卫红,侯忠生,霍海波,金尚泰,基于数据驱动方法的控制器设计及其参数整定,系统科学与数学, 2010 30 (6): 792-8052011年[27] Bu Xuhui,Hou Zhongsheng,Stability of Iterative Learning Control with Data Dropouts via Asynchronous Dynamical System,International Journal of Automation and Computing(IJAC) , 8(1), 2011, 29-36[28] 卜旭辉,侯忠生,金尚泰, 扰动抑制无模型自适应控制的鲁棒性分析,控制理论与应用,28(3),358-362,2011[29] C Yin, Jian-Xin Xu,Zhongsheng Hou, An ILC Scheme for a Class of Nonlinear Continuous-Time Systems with Time-Iteration-Varying Parameters Subject to Second-Order Internal Model,Asian Journal of Control, 13(1), 126-135, 2011[30]Zhongsheng Houand Shangtai Jin, A Novel Data-Driven Control Approach for a Class of Discrete-Time Nonlinear Systems,IEEE Transactions on Control Systems Technology,19(6), 1549- [31]Zhongsheng Houand Yi Wang, Terminal Iterative Learning Control Based Station Stop Control of a Train,International Journal of Control,84(7), 1263-1274, 2011[32]Zhongsheng Hou, Xin Xu, Jingwen Yan, Jian-Xin Xu, Gang Xiong, A Complementary Modularized Ramp Metering Designing Approach based on Iterative Learning Control and ALINEA,IEEE Transactions on Intelligent Transportation Systems,V 12, N 4, D, pp1305- (Regular Paper)[33]Hou, Z, Bu, X, Model Free Adaptive Control with Data Dropouts,Expert Systems with Applications: An International Journal,38(8),pp10709-10717,2011[34] Xuhui Bu,Zhongsheng Hou, and Fashan Yu,Stability of First and High Order Iterative Learning Control with Data Dropouts,International Journal of Control, Automation, and Systems, 9, 5, 843-849, 2011[35] Dong Shen,Zhongsheng Hou,Iterative Learning Control with Unknown Control Direction: A Novel Data-Based Approach,IEEE Transactions on Neural Networks, Special Section on Data-Based Control, Modeling, and Optimization, Dec 2011, V 22, N 12, pp2237-[36]Zhongsheng Houand Shangtai Jin, Data Driven Model-Free Adaptive Control for a Class of MIMO Nonlinear Discrete-Time Systems,IEEE Transactions on Neural Networks, Special Issue on Data-Based Control, Modeling, and Optimization, Dec 2011, V 22, N 12, pp2173-2188[37] Tianyou Chai, Zhongsheng Hou, F L Lewis, Amir Hussain and Dongbin Zhao, Guest Editoral“Data-Based Control, Modeling, and Optimization”,IEEE Transactions on Neural Networks,Dec 2011, V 22, N 122012年[38] Zhongsheng Hou,From Model Based Control to Data Driven Control_Survey, Classification and Perspective,Information Science, In Press[39]Zhongsheng Hou, Xin Xu, Jingwen Yan and Jianxin Xu, Iterative Learning Control Based Local Ramp Metering with Iteration-dependent Factors,IEEE Transactions on Intelligent Transportation Systems,In Press[40]Ronghu Chi,Zhongsheng Hou, andShangtai Jin, Data-Weighting Based Discrete-Time Adaptive Iterative Learning Control for Nonsector Nonlinear Systems With Iteration-Varying Trajectory and Random Initial Condition,J D S, M, Control, 134(2), Mar