메뉴 건너뛰기




Volumn 54, Issue 1, 2005, Pages 52-60

Adaptation of TS fuzzy models without complexity expansion: HOSVD-based approach

Author keywords

Complexity reduction; Higher order singular value decomposition; Takagi Sugeno (TS) fuzzy model

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTATIONAL COMPLEXITY; FUZZY CONTROL; FUZZY SETS; MATHEMATICAL MODELS; MATRIX ALGEBRA; VEHICLES;

EID: 13244270033     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2004.838108     Document Type: Article
Times cited : (18)

References (17)
  • 1
    • 0033115927 scopus 로고    scopus 로고
    • "Reduction of fuzzy role base via singular value decomposition"
    • Apr
    • Y. Yam, P. Baranyi, and C. T. Yang, "Reduction of fuzzy role base via singular value decomposition," IEEE Trans. Fuzzy Syst., vol. 7, pp. 120-131, Apr. 1999.
    • (1999) IEEE Trans. Fuzzy Syst. , vol.7 , pp. 120-131
    • Yam, Y.1    Baranyi, P.2    Yang, C.T.3
  • 3
    • 0002058746 scopus 로고
    • "Fuzzy controls by product-sum-gravity method"
    • X. H. Liu and M. Mizumoto, Eds. Beijing, China: Int. Acad. Publ
    • M. Mizumoto, "Fuzzy controls by product-sum-gravity method," in Advancement of Fuzzy Theory and Systems in China and Japan, X. H. Liu and M. Mizumoto, Eds. Beijing, China: Int. Acad. Publ. c.1.1.-c.1.4, 1990.
    • (1990) Advancement of Fuzzy Theory and Systems in China and Japan
    • Mizumoto, M.1
  • 4
    • 0021892282 scopus 로고
    • "Fuzzy identification of systems and its applications to modeling and control"
    • Jan
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," IEEE Trans. Syst., Man Cybern., vol. SMC-15, no. 1, pp. 116-132, Jan. 1985.
    • (1985) IEEE Trans. Syst., Man Cybern. , vol.SMC-15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 5
    • 0000502674 scopus 로고    scopus 로고
    • "Principal components, B-splines, and fuzzy systems reduction"
    • W. Chiang and J. Lee, Eds, Singapore: World Scientific
    • L. Wang, R. Langari, and J. Yen, "Principal components, B-splines, and fuzzy systems reduction," in Fuzzy Logic for the Applications to Complex Systems, W. Chiang and J. Lee, Eds, Singapore: World Scientific, 1996, pp. 255-259.
    • (1996) Fuzzy Logic for the Applications to Complex Systems , pp. 255-259
    • Wang, L.1    Langari, R.2    Yen, J.3
  • 7
    • 0000137715 scopus 로고    scopus 로고
    • "On nowhere denseness of certain fuzzy controllers containing prerestricted number of roles"
    • D. Tikk, "On nowhere denseness of certain fuzzy controllers containing prerestricted number of roles," Tatra Mountains Mathematical Publications, vol. 16, pp. 369-377, 1999.
    • (1999) Tatra Mountains Mathematical Publications , vol.16 , pp. 369-377
    • Tikk, D.1
  • 8
    • 0031339155 scopus 로고    scopus 로고
    • "Fuzzy approximation via grid point sampling and singular value decomposition"
    • Dec
    • Y. Yam, "Fuzzy approximation via grid point sampling and singular value decomposition," IEEE Trans. Syst. Man. Cybern., vol. 27, pp. 933-951, Dec. 1997.
    • (1997) IEEE Trans. Syst. Man. Cybern. , vol.27 , pp. 933-951
    • Yam, Y.1
  • 9
    • 0033078615 scopus 로고    scopus 로고
    • "Simplifying fuzzy rule-based models using orthogonal transformation methods"
    • Feb
    • J. Yen and L. Wang, "Simplifying fuzzy rule-based models using orthogonal transformation methods," IEEE Trans. Syst. Man. Cybern. vol. 29, pp. 13-24, Feb. 1999.
    • (1999) IEEE Trans. Syst. Man. Cybern. , vol.29 , pp. 13-24
    • Yen, J.1    Wang, L.2
  • 10
    • 1942420994 scopus 로고    scopus 로고
    • "Trade-off between approximation accuracy and complexity: TS controller design via HOSVD-based complexity minimization"
    • J. Casillas, O. Cordón, F. Herrera, and L. Magdalena, Eds. New York: Springer-Verlag
    • P. Baranyi, Y. Yam, D. Tikk, and R. J. Patton, "Trade-off between approximation accuracy and complexity: TS controller design via HOSVD-based complexity minimization," in Studies in Fuzziness and Soft Computing, Vol. 128. Interpretability Issues in Fuzzy Modeling, J. Casillas, O. Cordón, F. Herrera, and L. Magdalena, Eds. New York: Springer-Verlag, 2003, pp. 249-277.
    • (2003) Studies in Fuzziness and Soft Computing, Vol. 128. Interpretability Issues in Fuzzy Modeling , pp. 249-277
    • Baranyi, P.1    Yam, Y.2    Tikk, D.3    Patton, R.J.4
  • 13
    • 0031075592 scopus 로고    scopus 로고
    • "Size reduction by interpolation in fuzzy rule base"
    • Feb
    • L. T. Kóczy and K. Hirota, "Size reduction by interpolation in fuzzy role bases," IEEE Trans. Syst. Man. Cybern., vol. 27, pp. 14-25, Feb. 1997.
    • (1997) IEEE Trans. Syst. Man. Cybern. , vol.27 , pp. 14-25
    • Kóczy, L.T.1    Hirota, K.2
  • 14
    • 0036543646 scopus 로고    scopus 로고
    • "Adaption of SVD-based fuzzy reduction via minimal expansion"
    • Apr
    • P. Baranyi and A. R. Várkonyi-Kóczy, "Adaptation of SVD-based fuzzy reduction via minimal expansion," IEEE Trans. Instrum. Meas. vol. 51, pp. 222-226, Apr. 2002.
    • (2002) IEEE Trans. Instrum. Meas. , vol.51 , pp. 222-226
    • Bayanri, P.1    Várkonyi-Kóczy, A.R.2
  • 15
    • 84947703382 scopus 로고    scopus 로고
    • "Application of the approximate fuzzy reasoning based on interpolation in the vague environment of the fuzzy rulebase in the fuzzy logic controlled path tracking strategy of differential steered AGVs"
    • Lecture Notes in Computer Science, 1226. Berlin, Germany: Springer-Verlag
    • Sz. Kovács and L. T. Kóczy, "Application of the approximate fuzzy reasoning based on interpolation in the vague environment of the fuzzy rulebase in the fuzzy logic controlled path tracking strategy of differential steered AGVs," in Computational Intelligence - Theory and Applications, Lecture Notes in Computer Science, 1226. Berlin, Germany: Springer-Verlag, 1997, pp. 456-467.
    • (1997) Computational Intelligence - Theory and Applications , pp. 456-467
    • Kovács, Sz.1    Kóczy, L.T.2
  • 16
    • 84866568249 scopus 로고    scopus 로고
    • "Fuzzy control identification using SVD reduction from input-output data in AGV steering system"
    • Budapest, Hungary
    • C. T. Yang, P. Baranyi, Y. Yam, and Sz. Kovács, "Fuzzy control identification using SVD reduction from input-output data in AGV steering system," in Proc. Joint Eurofuse-Soft Intelligent Computing Conf., Budapest, Hungary, 1999, pp. 155-161.
    • (1999) Proc. Joint Eurofuse-Soft Intelligent Computing Conf. , pp. 155-161
    • Yang, C.T.1    Baranyi, P.2    Yam, Y.3    Kovács, Sz.4
  • 17
    • 0003671165 scopus 로고    scopus 로고
    • "Fuzzy Rule Base Identification Via Singular Value Decomposition"
    • Ph.D. Dissertation, Chinese Univ. of Hong Kong, MAE
    • C. T. Yang, "Fuzzy Rule Base Identification Via Singular Value Decomposition," Ph.D. Dissertation, Chinese Univ. of Hong Kong, MAE, 1999.
    • (1999)
    • Yang, C.T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.