高级搜索

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

一种基于模糊神经网络的非线性系统模型辨识方法

李映 白本督 焦李成

李映, 白本督, 焦李成. 一种基于模糊神经网络的非线性系统模型辨识方法[J]. 电子与信息学报, 2002, 24(3): 355-360.
引用本文: 李映, 白本督, 焦李成. 一种基于模糊神经网络的非线性系统模型辨识方法[J]. 电子与信息学报, 2002, 24(3): 355-360.
Li Ying, Bai Bendu, Jiao Licheng. A model identification approach of nonlinear-systems based on fuzzy neural networks[J]. Journal of Electronics and Information Technology, 2002, 24(3): 355-360.
Citation: Li Ying, Bai Bendu, Jiao Licheng. A model identification approach of nonlinear-systems based on fuzzy neural networks[J]. Journal of Electronics and Information Technology, 2002, 24(3): 355-360.

一种基于模糊神经网络的非线性系统模型辨识方法

A model identification approach of nonlinear-systems based on fuzzy neural networks

  • 摘要: 该文提出一种非线性系统的模型辨识方法。通过结构的辨识(学习)和参数的辨识(学习),构造了一个模糊神经网络,经调整网络的权值,获得一个精确的模糊模型。对两个非线性系统辨识的仿真结果验证了该方法的有效性。
  • J.Nie,Constructing fuzzy model by self-organizing counterpropagation network,IEEE Trans.onsystem,Man and Cybernetics 1995,25(6),963-970.[2]R.P.Li,M.Mukaidono,Fuzzy modeling and clustering neural network.Control and Cybernetics.1996,25(2),225-242.[3]J.Jang,C.Sun,Neuro-fuzzy modeling and control.Proceeding of IEEE,1995,83(3),378-400.[4]J.Keller,H.Tahani,Neural nctwork implementation of fuzzy logic.Fuzzy Sets and Systems.1992,45(1): 1-12.[5]Y.C.Chen,C.C.Teng,A model reference control structure using a fuzzy neural network,Fuzzy Sets and Systems,1995,73(1),291-312.[6]C.C.Wong,C.C.Chen,A hybrid clustering and gradient descent approach for fiuzzy modeling,IEEE Trans.on system,Man and Cybernetics-Part B,1999,29(6),686-693.[7]L.X.Wang,M Mendel,Fuzzy basis function,universal alpproximation,and orthogonal leastsquares learning,IEEE Trans.on Neural Network,1992,3(5),807-814.[8]J.Castro,M.Delgado,Fuzzy systems with defuzzification are universal approximators,IEEE Traits.on system,Man and Cybernetics,1996,26(1): 149 152.[9]B.Kosko,Fuzzy systems as universal approximators,Proceeding of IEEE International Conference on Fuzzy System,San Diego,CA,1992,1153-1162.[10]F.Mauricio,G.Fernando,Design of fuzzy system using neurofuzzy networks,IEEE Trants.oon Neural Network,1999,10(4),815-827.
  • 加载中
计量
  • 文章访问数:  2222
  • HTML全文浏览量:  19
  • PDF下载量:  578
  • 被引次数: 0
出版历程
  • 收稿日期:  2000-01-12
  • 修回日期:  2000-11-16
  • 刊出日期:  2002-03-19

目录

    /

    返回文章
    返回

    官方微信,欢迎关注