A Simplex-Genetic Hybrid Approach for the Classification of Image Textures

@article{Pan2005ASH,
  title={A Simplex-Genetic Hybrid Approach for the Classification of Image Textures},
  author={Li Pan and Hong Zheng},
  journal={2005 International Conference on Neural Networks and Brain},
  year={2005},
  volume={2},
  pages={1192-1196}
}
  • Li Pan, Hong Zheng
  • Published 2005 in
    2005 International Conference on Neural Networks…
This paper proposes a hybrid approach to classify image textures by integrating genetic algorithms and the simplex method. The simplex method is a kind of local searching method that gets new and better simplex points by reflection, expansion and contraction operations. Since the method converges quickly, this paper employs the local search characteristic of the simplex method to avoid the premature of genetic algorithms. Based on the integration of genetic algorithms and the simplex method, a… CONTINUE READING

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