Fuzzy Rough Model Based Rough Neural Network Modeling

  title={Fuzzy Rough Model Based Rough Neural Network Modeling},
  author={Zhang Dong},
The rough neural network model based on fuzzy rough model (FRM),FRM_RNN_M,is addressed.By means of adaptive Ganstafason Kessel (G-K) algorithm,fuzzy partition can be implemented in the input-output product space.Based on the search of cluster number and feature reduction,optimized FRM can be extracted and rough neural network model can be constructed after integrating the neural network technique.Ex- periment results indicate that FRM_RNN_M is superior to con- ventional Bayesian and LVQ methods… CONTINUE READING