Improving Generalization of Fuzzy Neural Network

ZHENG Deling, LI Qing, and FANG Wei, Improving Generalization of Fuzzy Neural Network, J. Univ. Sci. Technol. Beijing , 4(1997), No. 2, pp.57-59.

Cite this article as:

ZHENG Deling, LI Qing, and FANG Wei, Improving Generalization of Fuzzy Neural Network, J. Univ. Sci. Technol. Beijing , 4(1997), No. 2, pp.57-59.

Cite this article as:

ZHENG Deling, LI Qing, and FANG Wei, Improving Generalization of Fuzzy Neural Network, J. Univ. Sci. Technol. Beijing , 4(1997), No. 2, pp.57-59.

Abstract

Explores the generalization error of fuzzy neural network, analyzes the reason for occurrence and presents the equation of calculating error by the confidence interval approach. In addition, a generalization error transfering(GET) method of improving the generalization error is proposed. The simulation experimental results of heating furnance show that the GET scheme is efficient.

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