Short-term load forecasting using general regression neural network

@article{Niu2005ShorttermLF,
  title={Short-term load forecasting using general regression neural network},
  author={Dong-xiao Niu and Hui-qing Wang and Zhi-hong Gu},
  journal={2005 International Conference on Machine Learning and Cybernetics},
  year={2005},
  volume={7},
  pages={4076-4082 Vol. 7}
}
This paper describes an optimal generalized regression neural network (GRNN) in which training of the network is optimization of the smoothing factors. And a modified differential evolution algorithm (MDE) is proposed to improve the searching efficiency of simple differential evolution algorithm (DE). The modified evolution algorithm advanced the performance of global optimizing through collecting population information during evolution and at the same time introducing deterministic operation… CONTINUE READING

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