An Optimal Hybrid Learning Approach for Attack Detection in Linear Networked Control Systems

Haifeng Niu, Avimanyu Sahoo, Chandreyee Bhowmick, and S. Jagannathan

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911762

Citation: H. F. Niu, A. Sahoo, C.Bhowmick and S. Jagannathan, "An Optimal Hybrid Learning Approach for Attack Detection in Linear Networked Control Systems," IEEE/CAA J. Autom. Sinica, vol. 6, no. 6, pp. 1404-1416, Nov. 2019.

Stability in probability and inverse optimal control of evolution systems driven by Levy processes

Khac Duc Do

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2020.1003036

Citation: K. D. Do, "Stability in Probability and Inverse Optimal Control of Evolution Systems Driven by Levy Processes," IEEE/CAA J. Autom. Sinica, vol. 7, no. 2, pp. 405-419, Mar. 2020.

Data-Driven Global Robust Optimal Output Regulation of Uncertain Partially Linear Systems

Adedapo Odekunle, Weinan Gao and Yebin Wang

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911678

Citation: A.Odekunle, W. Gao and Y. Wang, "Data-Driven Global Robust Optimal Output Regulation of Uncertain Partially Linear Systems," IEEE/CAA J. Autom. Sinica, vol. 6, no. 5, pp. 1108-1115, Sept. 2019.

Adaptive Linear Quadratic Regulator for Continuous-Time Systems With Uncertain Dynamics

Sumit Kumar Jha,  Shubhendu Bhasin

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911438

Citation: S. K. Jha and S.Bhasin, "Adaptive Linear Quadratic Regulator for Continuous-Time Systems With Uncertain Dynamics," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 833-841, May 2020.

Optimal Matching Control of a Low Energy Charged Particle Beam in Particle Accelerators

Zhigang Ren, Tehuan Chen and Zongze Wu

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2018.7511270

Citation: Z.G. Ren, T. H. Chen and Z. Z. Wu, "Optimal Matching Control of a Low Energy Charged Particle Beam in Particle Accelerators," IEEE/CAA J. Autom. Sinica, vol. 6, no. 2, pp. 460-470, Mar. 2019.

Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints

Xiong Yang and Bo Zhao

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2020.1003063

Citation: X.Yang and B. Zhao, "Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints," IEEE/CAA J. Autom. Sinica, vol. 7, no. 2, pp. 575-583, Mar. 2020.

Reinforcement Learning for Linear Continuous-time Systems: an Incremental Learning Approach

Tao Bian and Zhong-Ping Jiang,

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911390

Citation: T.Bian and Z.-P. Jiang, "Reinforcement Learning for Linear Continuous-time Systems: an Incremental Learning Approach," IEEE/CAA J. Autom. Sinica, vol. 6, no. 2, pp. 433-440, Mar. 2019.

Optimal Control for A Class of Complex Singular System Based on Adaptive Dynamic Programming

Zhan Shi and Zhanshan Wang,

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911342

Citation: Z. Shi and Z. S. Wang, "Optimal Control for a Class of Complex Singular System Based on Adaptive Dynamic Programming," IEEE/CAA J. Autom. Sinica, vol. 6, no. 1, pp. 188-197, Jan. 2019.

Optimal Fixed-point Tracking Control for Discrete-Time Nonlinear System via ADP

Ruizhuo Song and Liao Zhu

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911453

Citation: R. Z. Song and L. Zhu, "Optimal Fixed-Point Tracking Control for Discrete-Time Nonlinear Systems via ADP," IEEE/CAA J. Autom. Sinica, vol. 6, no. 3, pp. 657-666, May 2019.

Advanced Policy Learning Near-Optimal Regulation

Ding Wang and Xiangnan Zhong,

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911489

Citation: D. Wang and X. N. Zhong, "Advanced Policy Learning Near-Optimal Regulation," IEEE/CAA J. Autom. Sinica, vol. 6, no. 3, pp. 743-749, May 2019.

Design of a Robust Optimal Decentralized PI Controller based on Nonlinear Constraint Optimization For Level Regulation: An Experimental Study

Soumya Ranjan Mahapatro, Bidyadhar Subudhi and Sandip Ghosh

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911516

Citation: S. R. Mahapatro, B. Subudhi and S.Ghosh, "Design of a Robust Optimal Decentralized PI Controller Based on Nonlinear Constraint Optimization For Level Regulation: An Experimental Study," IEEE/CAA J. Autom. Sinica, vol. 7, no. 1, pp. 187-199, Jan. 2020.

A Stable Analytical Solution Method for Car-like Robot Trajectory Tracking and Optimization

Keyvan Majd, Mohammad Razeghi-Jahromi and Abdollah Homaifar

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911816

Citation: K. Majd, M. Razeghi-Jahromi and A. Homaifar, "A Stable Analytical Solution Method for Car-Like Robot Trajectory Tracking and Optimization," IEEE/CAA J. Autom. Sinica, vol. 7, no. 1, pp. 39-47, Jan. 2020.

Optimal PID Control of Spatial Inverted Pendulum With Big Bang – Big Crunch Optimization

Jia-Jun Wang, Tufan Kumbasar

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2018.7511267

Citation: J. Wang and T. Kumbasar, "Optimal PID Control of Spatial Inverted Pendulum With Big Bang – Big Crunch Optimization," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 822-832, May 2020