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Volumn , Issue , 2011, Pages 448-454

Fuzzy rule interpolation based on interval type-2 Gaussian fuzzy sets and genetic algorithms

Author keywords

Fuzzy rule interpolation; genetic algorithms; interval type 2 Gaussian fuzzy sets; sparse fuzzy rule based systems; type 1 Gaussian fuzzy sets

Indexed keywords

ACCURACY RATE; CHAOTIC TIME SERIES PREDICTION; FUZZY RULE INTERPOLATION; FUZZY RULE-BASED SYSTEMS; GAUSSIANS; INTERPOLATION SCHEMES; LEARNING METHODS;

EID: 80053081073     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2011.6007533     Document Type: Conference Paper
Times cited : (6)

References (23)
  • 1
    • 78549266468 scopus 로고    scopus 로고
    • Comparative analysis of interpolative and noninterpolative fuzzy rule based machine learning systems applying various numerical optimization methods
    • Barcelona, Spain
    • K. Balazs, J. Botzheim, and L. T. Koczy, "Comparative analysis of interpolative and noninterpolative fuzzy rule based machine learning systems applying various numerical optimization methods," in Proc. 2010 IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 2010, pp. 975-982.
    • (2010) Proc. 2010 IEEE International Conference on Fuzzy Systems , pp. 975-982
    • Balazs, K.1    Botzheim, J.2    Koczy, L.T.3
  • 2
    • 54349085897 scopus 로고    scopus 로고
    • Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the areas of fuzzy sets
    • Y. C. Chang, S. M. Chen, and C. J. Liau, "Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the areas of fuzzy sets," IEEE Trans. Fuzzy Syst., vol. 16, no. 5, pp. 1285-1301, 2008.
    • (2008) IEEE Trans. Fuzzy Syst , vol.16 , Issue.5 , pp. 1285-1301
    • Chang, Y.C.1    Chen, S.M.2    Liau, C.J.3
  • 3
    • 69949134560 scopus 로고    scopus 로고
    • A new method for multiple fuzzy rules interpolation with weighted antecedent variables
    • Singapore
    • Y. C. Chang and S. M. Chen, "A new method for multiple fuzzy rules interpolation with weighted antecedent variables," in Proc. 2008 IEEE Int. Conf. Systems, Man and Cybernetics, Singapore, 2008, pp. 76-81.
    • (2008) Proc. 2008 IEEE Int. Conf. Systems, Man and Cybernetics , pp. 76-81
    • Chang, Y.C.1    Chen, S.M.2
  • 4
    • 69949181656 scopus 로고    scopus 로고
    • A new fuzzy interpolative reasoning method based on interval type-2 fuzzy sets
    • Singapore
    • Y. C. Chang and S. M. Chen, "A new fuzzy interpolative reasoning method based on interval type-2 fuzzy sets," in Proc. 2008 IEEE Int. Conf. Systems, Man and Cybernetics, Singapore, 2008, pp. 82-87.
    • (2008) Proc. 2008 IEEE Int. Conf. Systems, Man and Cybernetics , pp. 82-87
    • Chang, Y.C.1    Chen, S.M.2
  • 5
    • 78549270450 scopus 로고    scopus 로고
    • A new method for weighted fuzzy interpolative reasoning based on weights-learning techniques
    • Barcelona
    • S. M. Chen and Y. C. Chang, "A new method for weighted fuzzy interpolative reasoning based on weights-learning techniques," in Proc. 2010 IEEE International Conference on Fuzzy Systems, Barcelona, 2010, pp. 339-344.
    • (2010) Proc. 2010 IEEE International Conference on Fuzzy Systems , pp. 339-344
    • Chen, S.M.1    Chang, Y.C.2
  • 6
    • 78549237177 scopus 로고    scopus 로고
    • A new method for fuzzy rule interpolation based on the ratio of fuzziness of interval type-2 fuzzy sets
    • Barcelona
    • S. M. Chen and Y. C. Chang, "A new method for fuzzy rule interpolation based on the ratio of fuzziness of interval type-2 fuzzy sets" in Proc. 2010 IEEE International Conference on Fuzzy Systems, Barcelona, 2010, pp. 333-338.
    • (2010) Proc. 2010 IEEE International Conference on Fuzzy Systems , pp. 333-338
    • Chen, S.M.1    Chang, Y.C.2
  • 8
    • 58149492007 scopus 로고    scopus 로고
    • Fuzzy interpolative reasoning for sparse fuzzy-rule-based systems based on cutting and transformation techniques
    • S. M. Chen and Y. K. Ko, "Fuzzy interpolative reasoning for sparse fuzzy-rule-based systems based on cutting and transformation techniques," IEEE Trans. Fuzzy Syst., vol. 16, no. 6, pp. 1626-1648, 2008.
    • (2008) IEEE Trans. Fuzzy Syst , vol.16 , Issue.6 , pp. 1626-1648
    • Chen, S.M.1    Ko, Y.K.2
  • 9
    • 72649090685 scopus 로고    scopus 로고
    • Weighted fuzzy interpolative reasoning y interpolative reasoning based on weighted incremental transformation and weighted ratio transformation techniques
    • S. M. Chen, Y. K. Ko, Y. C. Chang, and J. S. Pan, "Weighted fuzzy interpolative reasoning y interpolative reasoning based on weighted incremental transformation and weighted ratio transformation techniques," IEEE Trans. Fuzzy Syst., vol. 17, no. 6, pp. 1412-1427, 2009.
    • (2009) IEEE Trans. Fuzzy Syst , vol.17 , Issue.6 , pp. 1412-1427
    • Chen, S.M.1    Ko, Y.K.2    Chang, Y.C.3    Pan, J.S.4
  • 10
    • 0003093755 scopus 로고
    • Predicting the mackey-glass time series with cascade-correlation learning
    • R. S. Cowder, "Predicting the Mackey-Glass time series with cascade-correlation learning," in Proc. 1990 Connectionist Models Summer School, pp. 117-123, 1990.
    • (1990) Proc. 1990 Connectionist Models Summer School , pp. 117-123
    • Cowder, R.S.1
  • 11
    • 0001334115 scopus 로고
    • The CHC adaptive search algorithm: How to have safe search when engaging in nontraditional genetic recombination
    • San Mateo, Morgan Kaufmann
    • L. Eshelman, "The CHC adaptive search algorithm: How to have safe search when engaging in nontraditional genetic recombination," Foundations of Genetic Algorithms, pp. 265-283, San Mateo, Morgan Kaufmann, 1991.
    • (1991) Foundations of Genetic Algorithms , pp. 265-283
    • Eshelman, L.1
  • 12
    • 0002819121 scopus 로고
    • A comparison analysis of selection schemes used in genetic algorithms
    • San Mateo, Morgan Kaufmann
    • D. E. Goldberg and K. Deb, "A comparison analysis of selection schemes used in genetic algorithms," Foundations of Genetic Algorithms, pp. 69-93, San Mateo, Morgan Kaufmann, 1991.
    • (1991) Foundations of Genetic Algorithms , pp. 69-93
    • Goldberg, D.E.1    Deb, K.2
  • 13
    • 33645801813 scopus 로고    scopus 로고
    • Fuzzy interpolative reasoning via scale and move transformations
    • Z. H. Huang and Q. Shen, "Fuzzy interpolative reasoning via scale and move transformations," IEEE Trans. Fuzzy Syst., vol. 14, no. 2, pp. 340-359, 2006.
    • (2006) IEEE Trans. Fuzzy Syst , vol.14 , Issue.2 , pp. 340-359
    • Huang, Z.H.1    Shen, Q.2
  • 14
    • 40549106835 scopus 로고    scopus 로고
    • Fuzzy interpolation and extrapolation: A practical approach
    • Z. H. Huang and Q. Shen, "Fuzzy interpolation and extrapolation: A practical approach," IEEE Trans. Fuzzy Syst., vol. 16, no. 1, pp. 13-28, 2008.
    • (2008) IEEE Trans. Fuzzy Syst , vol.16 , Issue.1 , pp. 13-28
    • Huang, Z.H.1    Shen, Q.2
  • 16
    • 58149487281 scopus 로고    scopus 로고
    • A self-evolving interval type-2 fuzzy neural network with online structure and parameter learning
    • C. F. Juang and Y. W. Tsao, "A self-evolving interval type-2 fuzzy neural network with online structure and parameter learning," IEEE Trans. Fuzzy Syst., vol.16, no. 6, pp. 1411-1424, 2008.
    • (2008) IEEE Trans. Fuzzy Syst , vol.16 , Issue.6 , pp. 1411-1424
    • Juang, C.F.1    Tsao, Y.W.2
  • 18
    • 0036530350 scopus 로고    scopus 로고
    • Type-2 fuzzy sets made simple
    • J. M. Mendel and R. I. John, "Type-2 fuzzy sets made simple," IEEE Trans. Fuzzy Syst., vol. 10, no. 2, pp. 117-127, 2002.
    • (2002) IEEE Trans. Fuzzy Syst , vol.10 , Issue.2 , pp. 117-127
    • Mendel, J.M.1    John, R.I.2
  • 19
    • 33947199640 scopus 로고    scopus 로고
    • Interval type-2 fuzzy logic systems made simple
    • J. M. Mendel, R. I. John, and F. L. Liu, "Interval type-2 fuzzy logic systems made simple," IEEE Trans. Fuzzy Syst., vol. 14, no. 6, pp. 808-821, 2006.
    • (2006) IEEE Trans. Fuzzy Syst , vol.14 , Issue.6 , pp. 808-821
    • Mendel, J.M.1    John, R.I.2    Liu, F.L.3
  • 20
    • 0026943536 scopus 로고
    • Generating fuzzy rules by learning from examples
    • L. X. Wang and J. M. Mendel, "Generating fuzzy rules by learning from examples," IEEE Trans. Syst. Man, Cybern., vol. 22, no. 6, pp. 1414-1426, 1992.
    • (1992) IEEE Trans. Syst. Man, Cybern , vol.22 , Issue.6 , pp. 1414-1426
    • Wang, L.X.1    Mendel, J.M.2
  • 22
    • 78549281097 scopus 로고    scopus 로고
    • Adaptive fuzzy interpolation and extrapolation with multiple antecedent rules
    • Barcelona, Spain
    • L. Yang and Q. Shen, "Adaptive fuzzy interpolation and extrapolation with multiple antecedent rules," in Proc. 2010 IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 2010, pp. 565-572.
    • (2010) Proc. 2010 IEEE International Conference on Fuzzy Systems , pp. 565-572
    • Yang, L.1    Shen, Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.