期刊文献+

MatLab实现神经网络的非线性对象动态建模

NN Based Nonlinear Dynamic System Modeling by Using MatLab
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摘要 简要叙述神经网络用于动态建模原理,介绍在MATLAB仿真环境中的实现方法,结合一个典型工业例子对几种训练算法作出性能比较与分析,给出相应的仿真结果。 This paper introduces the principle of NN based dynamic system modeling and the realization using MatLab. Several learning approaches and their functions have been compared and the simulation results are also presented.
出处 《武汉科技学院学报》 2002年第3期65-68,共4页 Journal of Wuhan Institute of Science and Technology
关键词 神经网络 建模 系统仿真 neural networks modeling simulation
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参考文献6

  • 1Bhat,N., Mindeman,P.A., McAvoy, T.J, et al.. Modeling chemical process system via neural computation[J].IEEE Control Systems Magazine, 1990,10: 24~29.
  • 2Cybenko,G.. Approximation by superpositions of a sigmoidal function[J]. Mahtematic of Control, Signals, and System, 1989, 2:303~314.
  • 3Hecht-Nielsen,R.. Heurocomputer application[A]. Neural Computings (Eckmiler et al. Eds.)[C]. Springer-Verlag, New York,1988.
  • 4Narendra,K.S., K.Parthasarathy. Identification and control of dynamical systems using neural networks[J]. IEEE Trans. Neutal Networks, 1990,1:4~27.
  • 5Sjoberg,J. and Ljung,L.. Overtraining,regularization and serching for minimum in neural networks[J]. Int. Joumal of Control,1995, 62(6): 1391~1408.
  • 6Willis,M.J., Massimo,C.D., Montague,G.A., et al. Artificial neural networks in process engineering[J]. IEE Proc. -D, 1991, 138(3): 256~266.

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