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
  • [21] ON TRAINING FEEDFORWARD NEURAL NETWORKS
    KAK, S
    PRAMANA-JOURNAL OF PHYSICS, 1993, 40 (01): : 35 - 42
  • [22] The capacity of feedforward neural networks
    Baldi, Pierre
    Vershynin, Roman
    NEURAL NETWORKS, 2019, 116 : 288 - 311
  • [23] Optimization of feedforward neural networks
    Han, J
    Moraga, C
    Sinne, S
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1996, 9 (02) : 109 - 119
  • [24] PROPERTIES OF FEEDFORWARD NEURAL NETWORKS
    BUDINICH, M
    MILOTTI, E
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1992, 25 (07): : 1903 - 1914
  • [25] On the Use of Feedforward Neural Networks to Simulate Magnetic Hysteresis in Electrical Steels
    Antonio, S. Quondam
    Fulginei, F. Riganti
    Rimal, H. P.
    Ghanim, A. M.
    20TH IEEE MEDITERRANEAN ELETROTECHNICAL CONFERENCE (IEEE MELECON 2020), 2020, : 119 - 124
  • [26] Use of multilayer feedforward neural networks in identification and control of Wiener model
    AlDuwaish, H
    Karim, MN
    Chandrasekar, V
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1996, 143 (03): : 255 - 258
  • [27] On stable estimation of the parameters of feedforward neural networks related to biological systems
    Belkina, N.V.
    Krepets, V.V.
    Shakin, V.V.
    Avtomatika i Telemekhanika, 2002, (01): : 76 - 85
  • [28] Learning and Verification of Feedback Control Systems using Feedforward Neural Networks
    Dutta, Souradeep
    Jha, Susmit
    Sankaranarayanan, Sriram
    Tiwari, Ashish
    IFAC PAPERSONLINE, 2018, 51 (16): : 151 - 156
  • [29] Algorithmic mapping of feedforward neural networks onto multiple bus systems
    ElAmawy, A
    Kulasinghe, P
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 1997, 8 (02) : 130 - 136
  • [30] FEEDFORWARD NEURAL NETWORKS AND COMPOSITIONAL FUNCTIONS WITH APPLICATIONS TO DYNAMICAL SYSTEMS\ast
    Kang, Wei
    Gong, Qi
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2022, 60 (02) : 786 - 813
12345