The use of feedforward neural networks to cancel nonlinearities of dynamic systems

被引：0
|
作者：
Teixeira, EP
Faria, EB
Breunig, A
机构：
来源：
1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS 1-4 | 1997年
关键词：
feedback; linearization; neural networks; function; directly estimated;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
(1)This work presents the experimental results of a nonlinear system subject to feedback linearization using artificial neural networks. The linearizarion function is directly estimated from actual input-output data.
引用
收藏
页码：767 / 772
页数：6
相关论文
共 50 条
  • [1] Modeling dynamic feedforward neural networks with VHDL
    Chen, Xi
    Wang, Gaofeng
    Zhou, Wei
    Xu, Jiangfeng
    Zhang, Qinglin
    FIRST INTERNATIONAL MULTI-SYMPOSIUMS ON COMPUTER AND COMPUTATIONAL SCIENCES (IMSCCS 2006), PROCEEDINGS, VOL 1, 2006, : 785 - +
  • [2] FEEDFORWARD NEURAL NETWORKS FOR THE IDENTIFICATION OF DYNAMIC PROCESSES
    THIBAULT, J
    CHEMICAL ENGINEERING COMMUNICATIONS, 1991, 105 : 109 - 128
  • [3] On the use of multiplicative neuron in feedforward neural networks
    Yadav, R.N.
    Kalra, P.K.
    John, J.
    International Journal of Modelling and Simulation, 2006, 26 (04): : 331 - 336
  • [4] Mapping polynomial fitting into feedforward neural networks for modeling nonlinear dynamic systems and beyond
    Pei, JS
    Wright, JP
    Smyth, AW
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2005, 194 (42-44) : 4481 - 4505
  • [5] Dynamic tunneling based regularization in feedforward neural networks
    Singh, YP
    RoyChowdhury, P
    ARTIFICIAL INTELLIGENCE, 2001, 131 (1-2) : 55 - 71
  • [6] The use of feedforward neural networks for machine vision calibration
    Lynch, MB
    Dagli, CH
    Vallenki, M
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1999, 60-1 : 479 - 489
  • [7] Use of feedforward neural networks for machine vision calibration
    Beyond, Inc., St. Peters, MO 63376, United States
    不详
    不详
    Int J Prod Econ, (479-489):
  • [8] Vanilla Feedforward Neural Networks as a Discretization of Dynamical Systems
    Duan, Yifei
    Li, Li'ang
    Ji, Guanghua
    Cai, Yongqiang
    JOURNAL OF SCIENTIFIC COMPUTING, 2024, 101 (03)
  • [9] Fuzzy logic systems are equivalent to feedforward neural networks
    李洪兴
    Science in China(Series E:Technological Sciences), 2000, (01) : 42 - 54
  • [10] Fuzzy logic systems are equivalent to feedforward neural networks
    Li, HX
    SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES, 2000, 43 (01): : 42 - 54
12345