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Does an optimal form of an expert fuzzy model exist?

Published: 13 June 2010 Publication History

Abstract

In expert fuzzy models various membership functions, various operators for AND and OR operations, for implication in single rules and aggregation of activated conclusions of single rules in one resultant conclusion, and various defuzzification methods can be chosen by a modeler. Is there, in the universal case, possible to answer the question, which set of the above elements of the fuzzy model is optimal? The authors try to give the answer to this difficult, but very interesting question in this paper.

References

[1]
Babuska, R.: Fuzzy modeling for control. Kluwer Academic Publishers, Dordrecht (1998)
[2]
Bronsztejn, I.N., et al.: Compendium of mathematics. Scientific Publishers PWN, Warsaw (2004) (in Polish)
[3]
Hand, D., et al.: Principles of data mining. Massachusetts Institute of Technology (2001)
[4]
Kluska, J.: Analytical methods in fuzzy modeling and control. Springer, Heidelberg (2009)
[5]
Łeski, J.: Neuro-fuzzy systems. Scientific-Technical Publishers WNT, Warsaw (2008) (in Polish)
[6]
Mamdani, E.H., Assilan, S.: An experiment in linguistic synthesis with a fuzzy logic controller. International Journal of Man-Machine Studies 20(2), 1-13 (1975)
[7]
Pedrycz, W., Gomide, F.: Fuzzy systems engineering. John Wiley & Sons, Inc., Hoboken (2007)
[8]
Piegat, A.: Fuzzy modeling and control. Springer, Heidelberg (2001)
[9]
Ross, T.J.: Fuzzy logic with engineering applications. Willey, New York (2004)
[10]
Rutkowski, L.: Computational intelligence: methods and techniques. Springer, Heidelberg (2008)
[11]
Wikipedia (2009), http://en.wikipedia.org/wiki/Occam's-razor
[12]
Yakov, B.H.: Info-gap decision theory, 2nd edn. Elsevier, Amsterdam (2006)

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Information & Contributors

Information

Published In

cover image Guide Proceedings
ICAISC'10: Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
June 2010
676 pages
ISBN:3642132073

In-Cooperation

  • ieee-cis: IEEE Computational Intelligence Society
  • Academy of Management in Łódź
  • Department of Computer Engineeringat Częstochowa University of Technology

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 13 June 2010

Author Tags

  1. fuzzy logic
  2. fuzzy modeling
  3. fuzzy set theory

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