A neuro-fuzzy GA-BP method of seismic reservoir fuzzy rules extraction

@article{Yu2010ANG,
  title={A neuro-fuzzy GA-BP method of seismic reservoir fuzzy rules extraction},
  author={Shiwei Yu and Xiufu Guo and Kejun Zhu and Juan Du},
  journal={Expert Syst. Appl.},
  year={2010},
  volume={37},
  pages={2037-2042}
}
In this paper, we have prospered a new method to generate fuzzy rules using a genetic algorithm, back propagation, and fuzzy neural networks (FNN) algorithm for seismic reservoir fuzzy rules extraction. This method aims to combine the advantages of fuzzy systems (FS), artificial neural networks (ANN), and GA algorithms and to remedy their drawbacks. The hybrid algorithm can optimize not the number of rules but the membership functions of the antecedent and consequent by adopting multi-encoding… CONTINUE READING
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