Neural network-based iterative optimal controller for nonlinear systems

被引：0
|
作者：
Li, Mingzhong
Wang, Fuli
机构：
来源：
Dongbei Daxue Xuebao/Journal of Northeastern University | 1998年 / 19卷 / 02期
关键词：
Identification (control systems) - Learning systems - Neural networks - Nonlinear systems;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
A neural network-based iterative optimal controller for nonlinear systems is presented. The controller is designed based on the neural networks using iterative optimal methods. In order to reduce the errors of identification and iterative learning, a compensation controller is added in the control system. The simulation results show the efficiency of the proposed method.
引用
收藏
页码：191 / 194
相关论文
共 50 条
  • [31] Neural Network Based Finite Horizon Stochastic Optimal Controller Design for Nonlinear Networked Control Systems
    Xu, Hao
    Jagannathan, S.
    2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2013,
  • [32] A modified Elman neural network-based power controller in mobile communications systems
    Gao, XZ
    Ovaska, SJ
    Vasilakos, AV
    SOFT COMPUTING, 2005, 9 (02) : 88 - 93
  • [33] A modified Elman neural network-based power controller in mobile communications systems
    X. Z. Gao
    S. J. Ovaska
    A. V. Vasilakos
    Soft Computing, 2005, 9 : 88 - 93
  • [34] Deep Recurrent Neural Network-Based Observer for Uncertain Nonlinear Systems
    Griffis, Emily J.
    Patil, Omkar Sudhir
    Makumi, Wanjiku A.
    Dixon, Warren E.
    IFAC PAPERSONLINE, 2023, 56 (02): : 6851 - 6856
  • [35] A Neural Network-Based Optimal Nonlinear Fusion of Speech Pitch Detection Algorithms
    Imani, Ziba
    Kabudian, Seyed Jahanshah
    2019 IEEE 5TH CONFERENCE ON KNOWLEDGE BASED ENGINEERING AND INNOVATION (KBEI 2019), 2019, : 794 - 798
  • [36] Neural network-based adaptive control of a class of uncertain nonlinear systems
    Xiaowu M.
    Huaizhou Z.
    Applied Mathematics and Mechanics, 1997, 18 (1) : 91 - 95
  • [37] Adaptive neural network-based predictive control for nonlinear dynamical systems
    Shin, SC
    Bien, Z
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2003, 9 (01): : 31 - 43
  • [38] Neural Network-based Attack Detection in Nonlinear Networked Control Systems
    Niu, Haifeng
    Jagannathan, S.
    2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 4249 - 4254
  • [39] Provably-stable neural network-based control of nonlinear systems
    Li, Anran
    Swensen, John P.
    Hosseinzadeh, Mehdi
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 138
  • [40] Neural network-based adaptive control of a class of uncertain nonlinear systems
    Mu, XW
    Zhang, HZ
    APPLIED MATHEMATICS AND MECHANICS-ENGLISH EDITION, 1997, 18 (01) : 91 - 95
12345