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Volumn 8, Issue 2, 2000, Pages 212-221

Fuzzy modeling of high-dimensional systems: Complexity reduction and interpretability improvement

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION;

EID: 0033704546     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/91.842154     Document Type: Article
Times cited : (436)

References (20)
  • 1
    • 0000185305 scopus 로고
    • Successive identification of a fuzzy model and its application to prediction of a complex model
    • M. Sugeno and K. Tanaka, "Successive identification of a fuzzy model and its application to prediction of a complex model," Fuzzy Sets Syst., vol. 42, pp. 315-334, 1991.
    • (1991) Fuzzy Sets Syst. , vol.42 , pp. 315-334
    • Sugeno, M.1    Tanaka, K.2
  • 2
    • 0028370964 scopus 로고
    • Rule-base structure identification in an adaptive-network-based inference systems
    • Feb.
    • C. Sun, "Rule-base structure identification in an adaptive-network-based inference systems," IEEE Trans. Fuzzy Syst., vol. 2, pp. 64-73, Feb. 1994.
    • (1994) IEEE Trans. Fuzzy Syst. , vol.2 , pp. 64-73
    • Sun, C.1
  • 3
    • 84947630316 scopus 로고
    • ASMOD: An algorithm for adaptive spline modeling of observation data
    • T. Kavli, "ASMOD: An algorithm for adaptive spline modeling of observation data," Int. J. Contr., vol. 58, no. 4, pp. 947-968, 1993.
    • (1993) Int. J. Contr. , vol.58 , Issue.4 , pp. 947-968
    • Kavli, T.1
  • 4
    • 0027634631 scopus 로고
    • Adaptive hierarchical fuzzy controllers
    • Aug.
    • G. S. V. Raju and J. Zhou, "Adaptive hierarchical fuzzy controllers," IEEE Trans. Syst., Man, Cybern., vol. 23, pp. 973-980, Aug. 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern. , vol.23 , pp. 973-980
    • Raju, G.S.V.1    Zhou, J.2
  • 5
    • 0031996837 scopus 로고    scopus 로고
    • Decentralized adaptive fuzzy control of robotic manipulators
    • Jan.
    • Y. Jin, "Decentralized adaptive fuzzy control of robotic manipulators," IEEE Trans. Syst., Man, Cybern. - Part B, vol. 28, pp. 47-57, Jan. 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern. - Part B , vol.28 , pp. 47-57
    • Jin, Y.1
  • 6
    • 0033279878 scopus 로고    scopus 로고
    • On generating flexible, complete, consistent and compact fuzzy rule systems from data using evolution strategies
    • Dec.
    • Y. Jin, W. von Seelen, and B. Sendhoff, "On generating flexible, complete, consistent and compact fuzzy rule systems from data using evolution strategies," IEEE Trans. Syst., Man, Cybern. - Part B, vol. 29, pp. 829-845, Dec. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. - Part B , vol.29 , pp. 829-845
    • Jin, Y.1    Von Seelen, W.2    Sendhoff, B.3
  • 7
    • 0031075592 scopus 로고    scopus 로고
    • Size reduction by interpolation in fuzzy rule bases
    • Feb.
    • L. T. Koczy and K. Hirota, "Size reduction by interpolation in fuzzy rule bases," IEEE Trans. Syst., Man, Cybern. - Part B, vol. 27, pp. 14-25, Feb. 1997.
    • (1997) IEEE Trans. Syst., Man, Cybern. - Part B , vol.27 , pp. 14-25
    • Koczy, L.T.1    Hirota, K.2
  • 8
    • 0029244502 scopus 로고
    • Optimal fuzzy rules cover extrema
    • B. Kosko, "Optimal fuzzy rules cover extrema," Int. J. Intell. Syst., vol. 10, no. 2, pp. 249-255, 1995.
    • (1995) Int. J. Intell. Syst. , vol.10 , Issue.2 , pp. 249-255
    • Kosko, B.1
  • 9
    • 0031999494 scopus 로고    scopus 로고
    • Combinatorial rule explosion eliminated by a fuzzy rule configuration
    • Feb.
    • W. E. Combs and J. E. Andrews, "Combinatorial rule explosion eliminated by a fuzzy rule configuration," IEEE Trans. Fuzzy Syst., vol. 6, pp. 1-11, Feb. 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , pp. 1-11
    • Combs, W.E.1    Andrews, J.E.2
  • 10
    • 0030288568 scopus 로고    scopus 로고
    • Interpretation preservation of adaptive fuzzy inference systems
    • A. Lotfi, H. C. Anderson, and A. C. Tsoi, "Interpretation preservation of adaptive fuzzy inference systems," Int. J. Approxim. Reasoning, vol. 15, no. 4, 1996.
    • (1996) Int. J. Approxim. Reasoning , vol.15 , Issue.4
    • Lotfi, A.1    Anderson, H.C.2    Tsoi, A.C.3
  • 12
    • 0031630894 scopus 로고    scopus 로고
    • A global-local learning algorithm for identifying Takagi-Sugeno-Kang fuzzy models
    • Anchorage, AK, May
    • J. Yen, L. Wang, and W. Gillespie, "A global-local learning algorithm for identifying Takagi-Sugeno-Kang fuzzy models," in Proc. IEEE Int. Conf. Fuzzy Syst., Anchorage, AK, May 1998, pp. 967-972.
    • (1998) Proc. IEEE Int. Conf. Fuzzy Syst. , pp. 967-972
    • Yen, J.1    Wang, L.2    Gillespie, W.3
  • 13
    • 0026943536 scopus 로고
    • Generating fuzzy rules by learning from examples
    • Dec.
    • L. X. Wang and J. Mendel, "Generating fuzzy rules by learning from examples," IEEE Trans. Syst., Man, Cybern., vol. 22, pp. 1414-1427, Dec. 1992.
    • (1992) IEEE Trans. Syst., Man, Cybern. , vol.22 , pp. 1414-1427
    • Wang, L.X.1    Mendel, J.2
  • 15
    • 0026366218 scopus 로고
    • Neural-network-based fuzzy logic control systems
    • Dec.
    • C. T. Lin and C. S. G. Lee, "Neural-network-based fuzzy logic control systems,"IEEE Trans. Comput., vol. 40, pp. 1320-1336, Dec. 1991.
    • (1991) IEEE Trans. Comput. , vol.40 , pp. 1320-1336
    • Lin, C.T.1    Lee, C.S.G.2
  • 16
    • 0000740380 scopus 로고
    • Fast self-learning multivariable fuzzy controllers constructed from a modified CPN network
    • J. Nie and D. A. Linkens, "Fast self-learning multivariable fuzzy controllers constructed from a modified CPN network," Int. J. Contr., vol. 60, no. 3, pp. 369-393, 1994.
    • (1994) Int. J. Contr. , vol.60 , Issue.3 , pp. 369-393
    • Nie, J.1    Linkens, D.A.2
  • 17
    • 0026923465 scopus 로고
    • Learning and tuning fuzzy controllers through reinforcement
    • Sept.
    • H. R. Berenji and P. Khedkar, "Learning and tuning fuzzy controllers through reinforcement," IEEE Trans. Neural Networks, vol. 3, pp. 724-739, Sept. 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 724-739
    • Berenji, H.R.1    Khedkar, P.2
  • 18
  • 19
    • 0031635246 scopus 로고    scopus 로고
    • On the optimization of fuzzy systems using bio-inspired strategies
    • Anchorage, AK, May
    • J. V. de Oliveira, "On the optimization of fuzzy systems using bio-inspired strategies," in Proc. IEEE Int. Conf. Fuzzy Syst., Anchorage, AK, May 1998, pp. 1129-1134.
    • (1998) Proc. IEEE Int. Conf. Fuzzy Syst. , pp. 1129-1134
    • De Oliveira, J.V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.