Modeling of nonlinear parameters on ship with fuzzy CMAC neural networks

@article{Dai2010ModelingON,
  title={Modeling of nonlinear parameters on ship with fuzzy CMAC neural networks},
  author={Yuntao Dai and Liqiang Liu and Xiren Zhao},
  journal={The 2010 IEEE International Conference on Information and Automation},
  year={2010},
  pages={2070-2075}
}
An intelligent model for the ship's nonlinear parameters was established based on fuzzy cerebellar model arithmetic computer (FCMAC) neural network. Firstly, the system design comprises the structure determination, and then applies the least square estimation with adaptive learning rate to train the mean and variance of the membership functions and the weights of FCMAC. With the learning algorithm, a well-parameterized FCMAC can be achieved for the required performance. Secondly, with the… CONTINUE READING
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