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基于GA的模糊神经网络控制 被引量:1

Fuzzy-Neural Network Controller Based on Genetic Algorithm
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摘要 在详细论述模糊神经网络技术基础上,提出了基于GA的模糊神经网络控制器构造方法.选择MATLAB作为开发工具,使用所提供的神经网络和模糊逻辑工具箱,完成了基于GA的模糊神经网络控制器设计,并应用ActiveX技术在虚拟测控系统中实现了对其的调用. Fuzzy neural network technique is discussed in this paper. A method is given to achieve fuzzy neural network controller based on genetic algorithm. Neural network toolkit and fuzzy logic toolkit of MATLAB are used to accomplish design of a fuzzy neural network controller based on genetic algorithm, which is applied to a virtual measurement and control system by means of ActiveX technique.
出处 《湖北工业大学学报》 2005年第5期104-107,共4页 Journal of Hubei University of Technology
基金 湖北省自然科学基金项目(2000J130 2004ABA064)
关键词 模糊神经网络 遗传算法 模糊推理 fuzzy neural network genetic algorithm fuzzy illation
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  • 1Teo Lian Seng, Marzuki Khalid, Rubiyanh Yusof TUNING OF A NEURO-FUZZY CONTROLLER BY GENETIC ALGORITHM IEEE Transactions on Systems, Man and Cybernetics 1999,29:226-236
  • 2Antsaklis P J. Neural Networks in Control Systems [J]. IEEE Control Systems Magazine, 1990,(4):3-5.
  • 3Sugeno M. An Itroductory Survey of Fuzzy Control [J]. Information Sciences,1985,36:59-83.
  • 4Tommy W S Chow, Yong Fang. A recurrent neural -network-based realtime learning control strategy applying to nonlinear system with unknown dynamics[J]. IEEE Trans Industrial Electronics, 1998,45(1):151-161.
  • 5Lin C H, Chou W D, Lin F J. Adaptive hybrid control using a recurrent neural network for a linear synchronous motor servo-drive system[J]. IEE Proc Control Theory Appl, 2001,148(2): 156-168.
  • 6KingPJ.et.TheApplicationofFuzzycontrolsystemtoIndustrialprocesses〔J〕[].Automatica.1977
  • 7Mamadani E H.Applications of Fuzzy Alyorithms for simple Dynamic Plant 〔J〕[].IEE Proceedings.1974
  • 8Vincetfeliv.A Transformation Algorithm for Estimating system Laplace Transform from sampled Date 〔J〕[].IEE Transsystem man and cybernetics.1986
  • 9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. 被引量:16

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