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Backward Fuzzy Rule Interpolation pp 91–106Cite as

An Alternative Backward Fuzzy Rule Interpolation Method

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Abstract

In real-world fuzzy interpolation applications of interconnected rule bases, situations may arise when certain crucial antecedents are absent from given observations. If such missing antecedents were involved in the subsequent interpolation process, the final conclusion would not be deducible using conventional means.

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References

  1. Z. Huang, Q. Shen, Fuzzy interpolative reasoning via scale and move transformations. IEEE Trans. Fuzzy Syst. 14(2), 340–359 (2006)

    Google Scholar 

  2. Z. Huang, Q. Shen, Fuzzy interpolation and extrapolation: a practical approach. IEEE Trans. Fuzzy Syst. 16(1), 13–28 (2008)

    Google Scholar 

  3. K.W. Wong, D. Tikk, T.D. Gedeon, L.T. Kóczy, Fuzzy rule interpolation for multidimensional input spaces with applications: a case study. IEEE Trans. Fuzzy Syst. 13(6), 809–819 (2005)

    Google Scholar 

  4. A. Gupta, H. Eren, Mathematical modeling and on-line control of hydrocyclones. Proc. Aus. IMM 295(2), 31–41 (1990)

    Google Scholar 

  5. M.H. Rider, The Geological Interpretation of Well Logs, 2nd edn. (Whittles, Caithness, Scotland, 1996)

    Google Scholar 

  6. G. Bontempi, H. Bersini, M. Birattari, The local paradigm for modeling and control: from neuro-fuzzy to lazy learning. Fuzzy Sets Syst. 121(1), 59–72 (2001)

    Google Scholar 

  7. L. Kuncheva, Fuzzy versus nonfuzzy in combining classifiers designed by boosting. IEEE Trans. Fuzzy Syst. 11(6), 729–741 (2003)

    Google Scholar 

  8. S.-M. Chen, Y.-C. Chang, Weighted fuzzy rule interpolation based on GA-based weight-learning techniques. IEEE Trans. Fuzzy Syst. 19(4), 729–744 (2011)

    Article  MathSciNet  Google Scholar 

  9. D. Tikk, P. Baranyi, T.D. Gedeon, L. Muresan, Generalization of the rule interpolation method resulting always in acceptable conclusion. Tatra Mt. Math. Publ. 21, 73–91 (2001)

    MathSciNet  MATH  Google Scholar 

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Authors and Affiliations

  1. College of Electrical and Information Engineering, Chongqing University of Science and Technology, Chongqing, China

    Shangzhu Jin & Jun Peng

  2. Institute of Mathematics, Physics and Computer Science, Aberystwyth University, Aberystwyth, UK

    Qiang Shen

Authors
  1. Shangzhu Jin
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  2. Qiang Shen
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  3. Jun Peng
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Corresponding author

Correspondence to Shangzhu Jin .

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Jin, S., Shen, Q., Peng, J. (2019). An Alternative Backward Fuzzy Rule Interpolation Method. In: Backward Fuzzy Rule Interpolation. Springer, Singapore. https://doi.org/10.1007/978-981-13-1654-8_5

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