Journal of Northeastern University(Natural Science)

Journal of Northeastern University ›› 2003, Vol. 24 ›› Issue (1): 1-3.DOI: -

• OriginalPaper •     Next Articles

Generalized fuzzy hyperbolic model: A universal approximator

Quan, Yong-Bing (1); Zhang, Hua-Guang (1)   

  1. (1) Sch. of Info. Sci. and Eng., Northeastern Univ., Shenyang 110004, China
  • Received:2013-06-23 Revised:2013-06-23 Online:2003-01-15 Published:2013-06-23
  • Contact: Quan, Y.-B.
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Abstract: A generalized fuzzy-hyperbolic model (GFHM) was proposed. The model is a generalization of fuzzy hyperbolic model. The process of fuzziness, fuzzy inference and defuzziness can be expressed in the sum of hyperbolic functions of generalization state variables. Stone-Weierstrass theorem was used to prove that GFHM can approximate any real continuous functions on a compact sets. GFHM is a universal approximates, and can be used to establish the model for complex system.

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