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Volumn 39, Issue 4, 2009, Pages 459-473

Nonlinear system control using adaptive neural fuzzy networks based on a modified differential evolution

Author keywords

Differential evolution (DE); Magnetic levitation system; Neural fuzzy networks; Planetary train type inverted pendulum

Indexed keywords

CONTROL PROBLEMS; CONTROLLER PARAMETER; DESIGN OPTIMIZATION; DIFFERENTIAL EVOLUTION (DE); EVOLUTIONARY LEARNING; FUNCTIONAL LINK NEURAL NETWORK; INPUT VARIABLES; INVERTED PENDULUM SYSTEM; LOOP CONTROL; MAGNETIC LEVITATION SYSTEM; MAGNETIC LEVITATION SYSTEMS; MODE CONTROLLER; MODIFIED DIFFERENTIAL EVOLUTION; NEURAL FUZZY NETWORKS; NONLINEAR COMBINATION; NONLINEAR SYSTEM CONTROL; PLANETARY-TRAIN-TYPE INVERTED PENDULUM; VISUAL SIMULATION;

EID: 67649259235     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2009.2016572     Document Type: Article
Times cited : (90)

References (33)
  • 2
    • 0024765392 scopus 로고
    • Adaptive control of linearization systems
    • Nov
    • S. S. Sastry and A. Isidori, "Adaptive control of linearization systems," IEEE Trans. Autom. Control, vol. 34, no. 11, pp. 1123-1131, Nov. 1989.
    • (1989) IEEE Trans. Autom. Control , vol.34 , Issue.11 , pp. 1123-1131
    • Sastry, S.S.1    Isidori, A.2
  • 3
    • 0027202852 scopus 로고
    • Global adaptive output-feedback control of nonlinear systems, Part I: Linear parameterization
    • Jan
    • R. Marino and P. Tomei, "Global adaptive output-feedback control of nonlinear systems, Part I: Linear parameterization," IEEE Trans. Autom. Control, vol. 38, no. 1, pp. 17-32, Jan. 1993.
    • (1993) IEEE Trans. Autom. Control , vol.38 , Issue.1 , pp. 17-32
    • Marino, R.1    Tomei, P.2
  • 4
    • 0027310094 scopus 로고
    • Global adaptive output-feedback control of nonlinear systems, Part II: Nonlinear parameterization
    • Jan
    • R. Marino and P. Tomei, "Global adaptive output-feedback control of nonlinear systems, Part II: Nonlinear parameterization," IEEE Trans. Autom. Control, vol. 38, no. 1, pp. 33-48, Jan. 1993.
    • (1993) IEEE Trans. Autom. Control , vol.38 , Issue.1 , pp. 33-48
    • Marino, R.1    Tomei, P.2
  • 5
    • 0033748978 scopus 로고    scopus 로고
    • Human motor control: Learning to control a time-varying, nonlinear, many-to-one system
    • Feb
    • A. Karniel and G. F. Inbar, "Human motor control: Learning to control a time-varying, nonlinear, many-to-one system," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 30, no. 1, pp. 1-11, Feb. 2000.
    • (2000) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.30 , Issue.1 , pp. 1-11
    • Karniel, A.1    Inbar, G.F.2
  • 6
    • 0033742860 scopus 로고    scopus 로고
    • Optimal design of CMAC neural-network controller for robot manipulators
    • Feb
    • Y. H. Kim and F. L. Lewis, "Optimal design of CMAC neural-network controller for robot manipulators," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 30, no. 1, pp. 22-31, Feb. 2000.
    • (2000) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.30 , Issue.1 , pp. 22-31
    • Kim, Y.H.1    Lewis, F.L.2
  • 8
    • 36248969995 scopus 로고    scopus 로고
    • Modeling, identification, design, and implementation of nonlinear automotive idle speed control systems-an overview
    • Nov
    • Z. Ye, "Modeling, identification, design, and implementation of nonlinear automotive idle speed control systems-an overview," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 37, no. 6, pp. 1137-1151, Nov. 2007.
    • (2007) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.37 , Issue.6 , pp. 1137-1151
    • Ye, Z.1
  • 9
    • 0032141636 scopus 로고    scopus 로고
    • Generating optimal adaptive fuzzy-neural models of dynamical systems with applications to control
    • Aug
    • S. Barada and H. Singh, "Generating optimal adaptive fuzzy-neural models of dynamical systems with applications to control," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 28, no. 3, pp. 371-391, Aug. 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.28 , Issue.3 , pp. 371-391
    • Barada, S.1    Singh, H.2
  • 12
    • 4844222566 scopus 로고    scopus 로고
    • Prediction and identification using wavelet-based recurrent fuzzy neural networks
    • Oct
    • C. J. Lin and C. C. Chin, "Prediction and identification using wavelet-based recurrent fuzzy neural networks," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 5, pp. 2144-2154, Oct. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.34 , Issue.5 , pp. 2144-2154
    • Lin, C.J.1    Chin, C.C.2
  • 13
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • May/Jun
    • J.-S. R. Jang, "ANFIS: Adaptive-network-based fuzzy inference system," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, May/Jun. 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.-S.R.1
  • 14
    • 0031999146 scopus 로고    scopus 로고
    • An on-line self-constructing neural fuzzy inference network and its applications
    • Feb
    • C. F. Juang and C. T. Lin, "An on-line self-constructing neural fuzzy inference network and its applications," IEEE Trans. Fuzzy Syst., vol. 6, no. 1, pp. 12-31, Feb. 1998.
    • (1998) IEEE Trans. Fuzzy Syst , vol.6 , Issue.1 , pp. 12-31
    • Juang, C.F.1    Lin, C.T.2
  • 15
    • 0037332304 scopus 로고    scopus 로고
    • Self-organizing neuro-fuzzy system for control of unknown plants
    • Feb
    • C. Li and C. Y. Lee, "Self-organizing neuro-fuzzy system for control of unknown plants," IEEE Trans. Fuzzy Syst., vol. 11, no. 1, pp. 135-150, Feb. 2003.
    • (2003) IEEE Trans. Fuzzy Syst , vol.11 , Issue.1 , pp. 135-150
    • Li, C.1    Lee, C.Y.2
  • 16
    • 54349083121 scopus 로고    scopus 로고
    • A functional-link-based neuro-fuzzy network for nonlinear system control
    • Oct
    • C. H. Chen, C. J. Lin, and C. T. Lin, "A functional-link-based neuro-fuzzy network for nonlinear system control," IEEE Trans. Fuzzy Syst., vol. 16, no. 5, pp. 1362-1378, Oct. 2008.
    • (2008) IEEE Trans. Fuzzy Syst , vol.16 , Issue.5 , pp. 1362-1378
    • Chen, C.H.1    Lin, C.J.2    Lin, C.T.3
  • 17
    • 0033116436 scopus 로고    scopus 로고
    • Identification of nonlinear dynamic systems using functional link artificial neural networks
    • Apr
    • J. C. Patra, R. N. Pal, B. N. Chatterji, and G. Panda, "Identification of nonlinear dynamic systems using functional link artificial neural networks," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 29, no. 2, pp. 254-262, Apr. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.29 , Issue.2 , pp. 254-262
    • Patra, J.C.1    Pal, R.N.2    Chatterji, B.N.3    Panda, G.4
  • 19
    • 33748894279 scopus 로고    scopus 로고
    • Genetic fuzzy systems: Status, critical considerations and future directions
    • F. Herrera, "Genetic fuzzy systems: Status, critical considerations and future directions," Int. J. Comput. Intell. Res., vol. 1, no. 1, pp. 59-67, 2005.
    • (2005) Int. J. Comput. Intell. Res , vol.1 , Issue.1 , pp. 59-67
    • Herrera, F.1
  • 22
    • 0346781553 scopus 로고    scopus 로고
    • Ten years of genetic fuzzy systems: Current framework and newtrends
    • O. Cordon, F. Gomide, F. Herrera, F. Hoffmann, and L. Magdalena, "Ten years of genetic fuzzy systems: Current framework and newtrends," Fuzzy Sets Syst., vol. 141, no. 1, pp. 5-31, 2004.
    • (2004) Fuzzy Sets Syst , vol.141 , Issue.1 , pp. 5-31
    • Cordon, O.1    Gomide, F.2    Herrera, F.3    Hoffmann, F.4    Magdalena, L.5
  • 23
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces
    • Dec
    • R. Storn and K. V. Price, "Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces," J. Global Opt., vol. 11, no. 4, pp. 341-359, Dec. 1997.
    • (1997) J. Global Opt , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.V.2
  • 24
    • 0033115654 scopus 로고    scopus 로고
    • System design by constraint adaptation and differential evolution
    • Apr
    • R. Storn, "System design by constraint adaptation and differential evolution," IEEE Trans. Evol. Comput., vol. 3, no. 1, pp. 22-34, Apr. 1999.
    • (1999) IEEE Trans. Evol. Comput , vol.3 , Issue.1 , pp. 22-34
    • Storn, R.1
  • 26
  • 27
    • 38749093736 scopus 로고    scopus 로고
    • An efficient quantum neuro-fuzzy classifier based on fuzzy entropy and compensatory operation
    • Apr
    • C. H. Chen, C. J. Lin, and C. T. Lin, "An efficient quantum neuro-fuzzy classifier based on fuzzy entropy and compensatory operation," Soft Comput., vol. 12, no. 6, pp. 567-583, Apr. 2008.
    • (2008) Soft Comput , vol.12 , Issue.6 , pp. 567-583
    • Chen, C.H.1    Lin, C.J.2    Lin, C.T.3
  • 30
    • 67649284692 scopus 로고    scopus 로고
    • Online, Available
    • Cho Chieh Tech. Enterprise Ltd. (1999). [Online]. Available: http:// www.chochieh.com.tw/.
    • (1999) Enterprise Ltd
    • Cho, C.1
  • 31
    • 41149114088 scopus 로고    scopus 로고
    • Intelligent neural sliding control for planetary gear type inverted pendulum mechanism
    • Singapore, Oct. 1-3
    • Y. J. Huang, C. Y. Hsu, T. C. Kuo, and J. Lin, "Intelligent neural sliding control for planetary gear type inverted pendulum mechanism," in Proc. 22nd IEEE Int. Symp. Intell. Control, Singapore, Oct. 1-3, 2007, pp. 493-498.
    • (2007) Proc. 22nd IEEE Int. Symp. Intell. Control , pp. 493-498
    • Huang, Y.J.1    Hsu, C.Y.2    Kuo, T.C.3    Lin, J.4
  • 32
    • 67649247983 scopus 로고    scopus 로고
    • Feedback Instruments Ltd, Online, Available
    • Feedback Instruments Ltd. (2001). [Online]. Available: http:// www.fbk.com/.
    • (2001)
  • 33
    • 0027591320 scopus 로고
    • Stable adaptive fuzzy control of nonlinear systems
    • May
    • L. X. Wang, "Stable adaptive fuzzy control of nonlinear systems," IEEE Trans. Fuzzy Syst., vol. 1, no. 2, pp. 146-155, May 1993.
    • (1993) IEEE Trans. Fuzzy Syst , vol.1 , Issue.2 , pp. 146-155
    • Wang, L.X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.