A Fuzzy Neural Network Based on Back-Propagation

  • Authors:

  • Huang Jin;Gan Quan;Cai Linhui

  • Affiliations:

  • NanJing Artillery Academy, NanJing 211132, and NanJing University of Science and Technology, NanJing 210094,;NanJing Artillery Academy, NanJing 211132,;NanJing Artillery Academy, NanJing 211132,

  • Venue:
  • ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
  • Year:
  • 2007

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Abstract

Some arguments on fuzzy neural network algorithm have been put forward, whose weights were considered as special fuzzy numbers. This paper proposes a conception of strong L-R type fuzzy number and derives a learning algorithm based on BP algorithm via level sets of strong L-R type fuzzy numbers. The special fuzzy number has been weakened to the common case. Then the range of application has been enlarged.