Nonsingleton fuzzy logic systems: theory and application

  title={Nonsingleton fuzzy logic systems: theory and application},
  author={George C. Mouzouris and Jerry M. Mendel},
  journal={IEEE Trans. Fuzzy Systems},
In this paper, we present a formal derivation of general nonsingleton fuzzy logic systems (NSFLS’s) and show how they can be efficiently computed. We give examples for special cases of membership functions and inference and we show how an NSFLS can be expressed as a “nonsingleton fuzzy basis function” expansion and present an analytical comparison of the nonsingleton and singleton fuzzy logic systems formulations. We prove that an NSFLS can uniformly approximate any given continuous function on… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 37 references

Analysis and design of fuzzy systems

  • L. X. Wang
  • Ph.D. dissertation, Univ. Southern California…
  • 1992
Highly Influential
7 Excerpts

Fuzzy systems as universal approximators

  • IEEE Int. Conf. Fuzzy Syst. , San Diego, CA, Mar…
  • 1992
Highly Influential
5 Excerpts

Mouzouriswas born in Cyprus

  • H. J. Zimmermann, Fuzzy
  • Set Theory And Its Applications
  • 1991
Highly Influential
5 Excerpts

Fuzzy logic systems for engineering: A tutorial

  • J. M. Mendel
  • Proc. IEEE, vol. 83, pp. 345–377, Mar. 1995.
  • 1995
1 Excerpt

Artificial Neural Networks: Forecasting Time Series

  • V. R. Vemuri, R. D. Roberts, Eds
  • 1994

Control of metal-cutting process using neural fuzzy controller

  • M. Balazinski, E. Czogala, T. Sadowski
  • 2nd IEEE Int. Conf. Fuzzy Syst. , San Francisco…
  • 1993
2 Excerpts

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