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Analysis and Design of Intelligent Systems using Soft Computing Techniques pp 539–548Cite as

Two-Input Fuzzy TPE Systems

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Part of the book series: Advances in Soft Computing ((AINSC,volume 41))

Abstract

Single input Fuzzy TPE systems, as proposed by Sudkamp and Hammel, allow a more efficient computational inference of a single input fuzzy rule base. This paper shows that it is possible to generalize single input Fuzzy TPE systems to 2-input systems, therefore extending its range of possible applications. The paper presents the details and proof of the extension validity, and shows benchmark results comparing the 2-input Fuzzy TPE with classical inference systems.

This work was supported in part by the FCT - Portuguese Foundation for Science and Technology under project POSI/SRI/47188/2002.

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References

  1. Sudkamp, T., Hammell, R.J.: Interpolation, Completion, and Learning Fuzzy Rules. IEEE Transactions on Systems, Man, and Cybernetics 24(2) (1994)

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  2. Camacho, E., Berengel, M., Rubio, F.: Advanced Control of Solar Plants. In: Advances in Industrial Control, Springer, Heidelberg (1997)

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  3. Cross, V., Sudkamp, T.: Sparse Data and Rule Base Completion. In: Proceedings of the 2003 Conference of the North American Fuzzy Information Society, NAFIPS 2003, Chicago (2003)

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Authors and Affiliations

  1. IST - TU Lisbon, INESC-ID, R. Alves Redol, 9, 1000-029 Lisboa, Portugal

    Joao P. Carvalho, Jose Tome & Daniel Chang-Yan

Authors
  1. Joao P. Carvalho
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  2. Jose Tome
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  3. Daniel Chang-Yan
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Editor information

Patricia Melin Oscar Castillo Eduardo Gomez Ramírez Janusz Kacprzyk Witold Pedrycz

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© 2007 Springer-Verlag Berlin Heidelberg

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Carvalho, J.P., Tome, J., Chang-Yan, D. (2007). Two-Input Fuzzy TPE Systems. In: Melin, P., Castillo, O., Ramírez, E.G., Kacprzyk, J., Pedrycz, W. (eds) Analysis and Design of Intelligent Systems using Soft Computing Techniques. Advances in Soft Computing, vol 41. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72432-2_55

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  • DOI: https://doi.org/10.1007/978-3-540-72432-2_55

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-72431-5

  • Online ISBN: 978-3-540-72432-2

  • eBook Packages: EngineeringEngineering (R0)

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