Multi resolution wavelet least squares support vector machine network for nonlinear system modeling

@article{Mahmoud2010MultiRW,
  title={Multi resolution wavelet least squares support vector machine network for nonlinear system modeling},
  author={Tarek A. Mahmoud},
  journal={2010 15th International Conference on Methods and Models in Automation and Robotics},
  year={2010},
  pages={405-410}
}
  • Tarek A. Mahmoud
  • Published 2010 in
    2010 15th International Conference on Methods and…
This paper proposes Multi resolution Wavelet Least Squares Support Vector Machine (MRWLS-SVM) network for the nonlinear system modeling. It composes a set of sub-wavelet least squares support vector machine networks with specified resolutions. The outputs of these sub-networks are aggregated via a set of weights to produce the network output. The structure of the MRWLS-SVM network is achieved using the fuzzy c-mean and the least squares support vector algorithm. The stability of the proposed… CONTINUE READING