Paper Title:
An Improved Back-Propagation Algorithm for Fuzzy Modeling
  Abstract

Fuzzy modeling is discussed in many literatures and there are numerous algorithms are proposed. Back-propagation algorithm is an efficient algorithm for fuzzy modeling and many papers proposed the usage of such method. But there exists potential risk of dead zone, abrupt inference surface and decreasing sensitivity for normal back-propagation algorithm in fuzzy modeling. This paper analysis the potential problems of normal algorithm and suggest a reformative back-propagation algorithm for fuzzy modeling. A complete algorithm is presented in the paper and some simulate result is discussed

  Info
Periodical
Edited by
Zhixiang Hou
Pages
198-202
DOI
10.4028/www.scientific.net/AMM.48-49.198
Citation
Z. N. Miao, H. J. Zheng, "An Improved Back-Propagation Algorithm for Fuzzy Modeling", Applied Mechanics and Materials, Vols. 48-49, pp. 198-202, 2011
Online since
February 2011
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