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Volumn 36, Issue 10, 2009, Pages 12375-12382

A fuzzy modeling method via Enhanced Objective Cluster Analysis for designing TSK model

Author keywords

Fuzzy clustering; Fuzzy modeling; Objective Cluster Analysis; Stable Kalman Filter; TSK model

Indexed keywords

APPROXIMATION ERRORS; BOX-JENKINS; CLUSTER CENTERS; CLUSTERING RESULTS; CONSISTENCY CRITERIA; DISSIMILARITY MEASURES; FUZZY C MEANS CLUSTERING; FUZZY MODELING; FUZZY MODELING METHOD; INITIAL CONDITIONS; KALMAN FILTER ALGORITHMS; MODELING METHOD; MODELING PROCEDURE; NUMBER OF CLUSTERS; OBJECTIVE CLUSTER ANALYSIS; PARAMETERS IDENTIFICATION; ROBUST FUZZY; SIMILARITY DEGREE; SIMULATION RESULT; STABLE KALMAN FILTER; TSK FUZZY MODEL; TSK MODEL; TSK MODELS;

EID: 69249214127     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.04.048     Document Type: Article
Times cited : (13)

References (30)
  • 1
  • 2
    • 54049108984 scopus 로고    scopus 로고
    • Identification of semi-mechanistic models with interpretable TS-fuzzy submodels by clustering, OLS and FIS model reduction
    • Casillas J., Cordon O., Herrera F., and Magdalena L. (Eds), Springer Press, Heidelberg
    • Abonyi J., Roubos H., Babuska R., and Szeifert F. Identification of semi-mechanistic models with interpretable TS-fuzzy submodels by clustering, OLS and FIS model reduction. In: Casillas J., Cordon O., Herrera F., and Magdalena L. (Eds). Interpretability issues in fuzzy modeling (2003), Springer Press, Heidelberg 221-248
    • (2003) Interpretability issues in fuzzy modeling , pp. 221-248
    • Abonyi, J.1    Roubos, H.2    Babuska, R.3    Szeifert, F.4
  • 4
    • 0002607813 scopus 로고    scopus 로고
    • Constructing fuzzy models by product space clustering
    • Hellendoorn H., and Driankov D. (Eds), Springer-Verlag, Heidelberg
    • Babuska R., and Verbruggen H.B. Constructing fuzzy models by product space clustering. In: Hellendoorn H., and Driankov D. (Eds). Fuzzy model identification: Selected approaches (1997), Springer-Verlag, Heidelberg 53-87
    • (1997) Fuzzy model identification: Selected approaches , pp. 53-87
    • Babuska, R.1    Verbruggen, H.B.2
  • 7
    • 0036683734 scopus 로고    scopus 로고
    • COR: A methodology to improve ad hoc data-driven linguistic rule learning methods by inducing cooperation among rules
    • Casillas J., Cordon O., and Herrera F. COR: A methodology to improve ad hoc data-driven linguistic rule learning methods by inducing cooperation among rules. IEEE Transactions on Systems, Man and Cybernetics 32 4 (2002) 526-537
    • (2002) IEEE Transactions on Systems, Man and Cybernetics , vol.32 , Issue.4 , pp. 526-537
    • Casillas, J.1    Cordon, O.2    Herrera, F.3
  • 8
    • 84974743850 scopus 로고
    • Fuzzy model identification based on duster estimation
    • Chiu S.L. Fuzzy model identification based on duster estimation. Journal of Intelligent and Fuzzy Systems 2 3 (1994) 267-278
    • (1994) Journal of Intelligent and Fuzzy Systems , vol.2 , Issue.3 , pp. 267-278
    • Chiu, S.L.1
  • 9
    • 0031268161 scopus 로고    scopus 로고
    • A three-stage evolutionary process for learning descriptive and approximate fuzzy logic controller knowledge bases from examples
    • Cordon O., and Herrera F. A three-stage evolutionary process for learning descriptive and approximate fuzzy logic controller knowledge bases from examples. International Journal of Approximate Reasoning 17 4 (1997) 369-407
    • (1997) International Journal of Approximate Reasoning , vol.17 , Issue.4 , pp. 369-407
    • Cordon, O.1    Herrera, F.2
  • 10
    • 0037782746 scopus 로고    scopus 로고
    • Hybridizing genetic algorithms with sharing scheme and evolution strategies for designing approximate fuzzy rule-based systems
    • Cordon O., and Herrera F. Hybridizing genetic algorithms with sharing scheme and evolution strategies for designing approximate fuzzy rule-based systems. Fuzzy Sets and Systems 118 2 (2001) 235-255
    • (2001) Fuzzy Sets and Systems , vol.118 , Issue.2 , pp. 235-255
    • Cordon, O.1    Herrera, F.2
  • 15
    • 0032164985 scopus 로고    scopus 로고
    • A simply identified Sugeno-type fuzzy model via double clustering
    • Kim E., Lee H., Park M., and Park M. A simply identified Sugeno-type fuzzy model via double clustering. Information Science 110 1-2 (1998) 25-39
    • (1998) Information Science , vol.110 , Issue.1-2 , pp. 25-39
    • Kim, E.1    Lee, H.2    Park, M.3    Park, M.4
  • 18
    • 34248523999 scopus 로고    scopus 로고
    • A novel hybrid algorithm for function approximation
    • Lee Z.J. A novel hybrid algorithm for function approximation. Expert Systems with Applications 34 1 (2008) 384-390
    • (2008) Expert Systems with Applications , vol.34 , Issue.1 , pp. 384-390
    • Lee, Z.J.1
  • 19
    • 44949178452 scopus 로고    scopus 로고
    • Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the ranking values of fuzzy sets
    • Lee L.W., and Chen S.M. Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the ranking values of fuzzy sets. Expert Systems with Applications 35 3 (2008) 850-864
    • (2008) Expert Systems with Applications , vol.35 , Issue.3 , pp. 850-864
    • Lee, L.W.1    Chen, S.M.2
  • 20
    • 0016368711 scopus 로고
    • Applications of fuzzy algorithms for control of simple dynamic plant
    • Mamdani E.H. Applications of fuzzy algorithms for control of simple dynamic plant. IEE Proceedings Institute of Electrical Engineering 121 12 (1974) 1585-1588
    • (1974) IEE Proceedings Institute of Electrical Engineering , vol.121 , Issue.12 , pp. 1585-1588
    • Mamdani, E.H.1
  • 26
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its application to modeling and control
    • Takagi T., and Sugeno M. Fuzzy identification of systems and its application to modeling and control. IEEE Transactions on Systems, Man, and Cybernetics 15 1 (1985) 116-132
    • (1985) IEEE Transactions on Systems, Man, and Cybernetics , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 27
    • 14644443622 scopus 로고    scopus 로고
    • On the use of the weighted fuzzy c-means in fuzzy modeling
    • Tsekouras G.E. On the use of the weighted fuzzy c-means in fuzzy modeling. Advances in Engineering Software 36 5 (2005) 287-300
    • (2005) Advances in Engineering Software , vol.36 , Issue.5 , pp. 287-300
    • Tsekouras, G.E.1
  • 30
    • 0032136218 scopus 로고    scopus 로고
    • Application of statistical information criteria for optimal fuzzy model construction
    • Yen J., and Wang L. Application of statistical information criteria for optimal fuzzy model construction. IEEE Transactions on Fuzzy Systems 6 3 (1998) 362-372
    • (1998) IEEE Transactions on Fuzzy Systems , vol.6 , Issue.3 , pp. 362-372
    • Yen, J.1    Wang, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.