RETRACTED: Applications of neural-network-based fuzzy logic control to a nonlinear time-delay chaotic system (Retracted Article)

被引:12
|
作者
Chen, Cheng-Wu [1 ,2 ]
机构
[1] Natl Kaohsiung Marine Univ, Inst Maritime Informat & Technol, Kaohsiung 80543, Taiwan
[2] Natl Cheng Kung Univ, Global Earth Observat & Data Anal Ctr, Tainan 70101, Taiwan
关键词
Chaotic system; fuzzy Lyapunov; intelligent and robotic algorithms; LDI; neural network model; INTERNAL SOLITARY WAVE; HILBERT-HUANG TRANSFORM; LOGISTIC-REGRESSION MODELS; FLOOD-RISK-ASSESSMENT; 2-LAYER FLUID SYSTEM; SEE VOL. 26; STABILITY ANALYSIS; STRUCTURAL SYSTEMS; DISASTER MANAGEMENT; OBSTACLE AVOIDANCE;
D O I
10.1177/1077546312461370
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In this article we review some intelligent and robotic algorithm approaches and propose a novel neural-network (NN) based approach for nonlinear systems. The nonlinear systems can be represented by the nonlinear Tagaki-Sugeno (T-S) and NN models. The linear differential inclusion state-space representation is utilized to deal with the controlled systems. The stability conditions and controller design for this representation are derived based on the fuzzy parallel distributed compensation scheme which is employed to construct a global fuzzy logic controller by blending all local state feedback controllers. The time-delay states that exist in the nonlinear simulated example, including the chaotic disturbances, are given to show the feasibility of the proposed fuzzy controller design approach.
引用
收藏
页码:589 / 605
页数:17
相关论文
共 50 条
  • [2] RETRACTED: Applications of the fuzzy-neural Lyapunov criterion to multiple time-delay systems (Retracted Article)
    Chen, Cheng-Wu
    JOURNAL OF VIBRATION AND CONTROL, 2013, 19 (13) : 2054 - 2067
  • [3] RETRACTED: Applications of fuzzy control to nonlinear time-delay systems using the linear matrix inequality fuzzy Lyapunov method (Retracted Article)
    Chen, Cheng-Wu
    Yeh, Ken
    Liu, Kevin F. R.
    Lin, Meng-Lung
    JOURNAL OF VIBRATION AND CONTROL, 2012, 18 (10) : 1561 - 1574
  • [4] RETRACTED: Neural-network fuzzy control for chaotic tuned mass damper systems with time delays (Retracted Article)
    Yeh, Ken
    Chen, Cheng-Wu
    Lo, D. C.
    Liu, Kevin F. R.
    JOURNAL OF VIBRATION AND CONTROL, 2012, 18 (06) : 785 - 795
  • [5] RETRACTED: Rapid iterative learning algorithm of nonlinear time-delay system with initial deviation (Retracted Article)
    Cheng, Xiaoyan
    Wang, Hongbin
    Wang, Qinzhao
    Feng, Shaochan
    INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING EDUCATION, 2020,
  • [6] RETRACTED: Neural network-based fuzzy logic parallel distributed compensation controller for structural system (Retracted Article)
    Chen, Cheng-Wu
    JOURNAL OF VIBRATION AND CONTROL, 2013, 19 (11) : 1709 - 1727
  • [7] Neural-network-based time-delay estimation
    Shaltaf, S
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2004, 2004 (03) : 378 - 385
  • [8] Neural-Network-Based Time-Delay Estimation
    Samir Shaltaf
    EURASIP Journal on Advances in Signal Processing, 2004
  • [9] Predictive control based on neural network for nonlinear system with time-delay
    Sun, XM
    Ren, CM
    He, PL
    Fan, YH
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 319 - 322
  • [10] Robust stabilization of fuzzy control for nonlinear multiple time-delay interconnected systems via neural-network-based approach
    Hsiao, Feng-Hsiag
    Liang, Yew-Wen
    Xu, Sheng-Dong
    Lin, Chia-Yen
    Tsai, Zhi-Ren
    2006 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2006, : 484 - +