A New Evolutionary Neural Network Algorithm Based on Improved Genetic Algorithm and its Application in Power Transformer Fault Diagnosis

@article{Yan2007ANE,
  title={A New Evolutionary Neural Network Algorithm Based on Improved Genetic Algorithm and its Application in Power Transformer Fault Diagnosis},
  author={Taishan Yan and Duwu Cui and Yongqing Tao},
  journal={2007 Second International Conference on Bio-Inspired Computing: Theories and Applications},
  year={2007},
  pages={1-5}
}
In order to overcome the limitation such as premature convergence and low global convergence speed etc. of genetic algorithm, some improvements were made for classical genetic algorithm. The genetic individuals were separated into male individuals and female individuals, and consanguinity was fused into individuals. Two individuals with different sex could reproduce the next generation only if they were distant consanguinity individuals. A help operator was used to help individuals according to… CONTINUE READING

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