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Universal Approximation of Binary-Tree Hierarchical Fuzzy Systems with Typical FLUs

  • Xiangyan Zhang
  • Naiyao Zhang
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4114)

Abstract

The universal approximation property of binary-tree hierarchical fuzzy systems (HFS) is examined in this paper. A binary-tree hierarchical fuzzy system with typical FLUs (fuzzy logic units) is defined. The analytical expression of HFS is derived, and the system is shown to preserve universal approximation property. A simple example is also given to show the theory.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Xiangyan Zhang
    • 1
  • Naiyao Zhang
    • 1
  1. 1.Department of Automation, Tsinghua University, Beijing 100084China

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