Data-Driven Optimal Tracking Control of Nonlinear Affine Systems Based on Differential Dynamic Programming

被引:0
|
作者
Zhang, Bin [1 ]
Ma, Conghui [1 ]
Yan, Lutao [2 ]
Li, Haiyuan [2 ]
Xia, Jiqiang [3 ]
机构
[1] School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing,100876, China
[2] School of Automation, Beijing University of Posts and Telecommunications, Beijing,100876, China
[3] School of Mechanical Engineering and Automation, Beihang Univeristy, Beijing,100191, China
关键词
Data driven - Differential dynamic programming - Drift dynamics - Dynamic programming algorithm - Dynamic programming methods - Nonlinear affine system - Optimal tracking - Optimal tracking control - System state - Tracking problem;
D O I
10.1155/2023/2328862
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Data-Driven Optimal Control of Affine Systems: A Linear Programming Perspective
    Martinelli, Andrea
    Gargiani, Matilde
    Draskovic, Marina
    Lygeros, John
    [J]. IEEE CONTROL SYSTEMS LETTERS, 2022, 6 : 3092 - 3097
  • [2] Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems
    Chakrabarty, Ankush
    Danielson, Claus
    Wang, Yebin
    [J]. 2020 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA), 2020, : 352 - 357
  • [3] Data-Driven Robust Approximate Optimal Tracking Control for Unknown General Nonlinear Systems Using Adaptive Dynamic Programming Method
    Zhang, Huaguang
    Cui, Lili
    Zhang, Xin
    Luo, Yanhong
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 22 (12): : 2226 - 2236
  • [4] Data-Driven Tracking Control With Adaptive Dynamic Programming for a Class of Continuous-Time Nonlinear Systems
    Mu, Chaoxu
    Ni, Zhen
    Sun, Changyin
    He, Haibo
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (06) : 1460 - 1470
  • [5] Data-Driven Iterative Adaptive Dynamic Programming Algorithm for Approximate Optimal Control of Unknown Nonlinear Systems
    Li, Hongliang
    Liu, Derong
    Wang, Ding
    Li, Chao
    [J]. PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 3265 - 3271
  • [6] Data-Driven Neuro-Optimal Tracking Control of Ozone production Based on Adaptive Dynamic Programming
    Dong Zhe
    Liu Wenjuan
    Li Yueheng
    Han Jie
    Chen MengJiao
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 9731 - 9736
  • [7] Data-driven optimal tracking control for discrete-time systems with delays using adaptive dynamic programming
    Liu, Yang
    Zhang, Huaguang
    Yu, Rui
    Qu, Qiuxia
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (13): : 5649 - 5666
  • [8] Distributed adaptive dynamic programming for data-driven optimal control
    Tang, Wentao
    Daoutidis, Prodromos
    [J]. SYSTEMS & CONTROL LETTERS, 2018, 120 : 36 - 43
  • [9] Data-driven Neuro-optimal Tracking Control of Ozone Generation Process Based on Adaptive Dynamic Programming
    Dong, Zhe
    Liu, Wenjuan
    Li, Yueheng
    Han, Jie
    Chen, Mengjiao
    [J]. 2017 6TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS (DDCLS), 2017, : 650 - 655
  • [10] Data-driven optimal tracking control of switched linear systems
    Xu, Yichao
    Liu, Yang
    Ruan, Qihua
    Lou, Jungang
    [J]. NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2023, 49