메뉴 건너뛰기




Volumn 132, Issue 5, 2010, Pages 1-7

Parameter uncertainty modeling using the multidimensional principal curves

Author keywords

Multidimensional principal curve; Nonlinear principal component analysis; Parameter uncertainty modeling; Parameter variation

Indexed keywords

FINITE NUMBER; FIXED-ORDER; INITIAL CONDITIONS; LINEAR TIME INVARIANT SYSTEMS; MODEL UNCERTAINTIES; NON-LINEAR OPTIMIZATION; NONCONVEX PROBLEM; NONCOVEX OPTIMIZATION; NONLINEAR PRINCIPAL COMPONENT ANALYSIS; PARAMETER UNCERTAINTY; PARAMETER VARIATION; PARAMETRIC UNCERTAINTIES; PARAMETRIC VARIATION; PRINCIPAL CURVE; RATIONAL TRANSFER FUNCTIONS; UNCERTAIN VARIABLES;

EID: 77956147284     PISSN: 00220434     EISSN: 15289028     Source Type: Journal    
DOI: 10.1115/1.4001791     Document Type: Article
Times cited : (4)

References (29)
  • 2
    • 0003414035 scopus 로고    scopus 로고
    • Wiley, New York
    • Chen, J., and Gu, G., 2000, Control-Oriented System Identification: An H∞ Approach, Wiley, New York.
    • (2000) ∞ Approach
    • Chen, J.1    Gu, G.2
  • 4
    • 0026886793 scopus 로고
    • Set-Membership Identification of Systems With Parametric and Nonparametric Uncertainty
    • Kosut, R., Lau, M., Boyd, S., Inc, I., and Santa Clara, C., 1992, "Set-Membership Identification of Systems With Parametric and Nonparametric Uncertainty," IEEE Trans. Autom. Control, 37(7), pp. 929-941.
    • (1992) IEEE Trans. Autom. Control , vol.37 , Issue.7 , pp. 929-941
    • Kosut, R.1    Lau, M.2    Boyd, S.3    Inc, I.4    Santa Clara, C.5
  • 6
    • 33750067994 scopus 로고    scopus 로고
    • Estimating Model Uncertainty Using Confidence Interval Networks: Applications to Robust Control
    • Buckner, G., Choi, H., and Gibson, N., 2006, "Estimating Model Uncertainty Using Confidence Interval Networks: Applications to Robust Control," ASME J. Dyn. Syst., Meas., Control, 128, pp. 626-635.
    • (2006) ASME J. Dyn. Syst., Meas., Control , vol.128 , pp. 626-635
    • Buckner, G.1    Choi, H.2    Gibson, N.3
  • 7
    • 0009990519 scopus 로고    scopus 로고
    • Identification of a Driver Steering Model, and Model Uncertainty From Driving Simulator Data
    • Chen, L., and Ulsoy, A., 2001, "Identification of a Driver Steering Model, and Model Uncertainty, From Driving Simulator Data," ASME J. Dyn. Syst., Meas., Control, 123, pp. 623-629.
    • (2001) ASME J. Dyn. Syst., Meas., Control , vol.123 , pp. 623-629
    • Chen, L.1    Ulsoy, A.2
  • 9
    • 52449097825 scopus 로고    scopus 로고
    • Parameter Reduction of Nonlinear Least-Squares Estimates via Nonconvex Optimization
    • Nagamune, R., and Choi, J., 2008, "Parameter Reduction of Nonlinear Least-Squares Estimates via Nonconvex Optimization," American Control Conference, pp. 1298-1303.
    • (2008) American Control Conference , pp. 1298-1303
    • Nagamune, R.1    Choi, J.2
  • 10
    • 77955880314 scopus 로고    scopus 로고
    • Parameter Reduction in Estimated Model Sets for Robust Control
    • Nagamune, R., and Choi, J., 2010. "Parameter Reduction in Estimated Model Sets for Robust Control," ASME J. Dyn. Syst., Meas., Control, 132, p. 021002.
    • (2010) ASME J. Dyn. Syst., Meas., Control , vol.132 , pp. 021002
    • Nagamune, R.1    Choi, J.2
  • 16
    • 0026113980 scopus 로고
    • Nonlinear Principal Component Analysis Using Autoassociative Neural Networks
    • Kramer, M., 1991, "Nonlinear Principal Component Analysis Using Autoassociative Neural Networks," AIChE J., 37(2), pp. 233-243.
    • (1991) AIChE J. , vol.37 , Issue.2 , pp. 233-243
    • Kramer, M.1
  • 19
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    • Scholkopf, B., Smola, A., and Muller, K., 1998, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neural Comput., 10(5), pp. 1299-1319.
    • (1998) Neural Comput. , vol.10 , Issue.5 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.3
  • 20
    • 0043015539 scopus 로고    scopus 로고
    • Nonlinear Principal Component Analysis Based on Principal Curves and Neural Networks
    • Dong, D., and McAvoy, T., 1996, "Nonlinear Principal Component Analysis Based on Principal Curves and Neural Networks," Comput. Chem. Eng., 20(1), pp. 65-78.
    • (1996) Comput. Chem. Eng. , vol.20 , Issue.1 , pp. 65-78
    • Dong, D.1    McAvoy, T.2
  • 21
    • 9244258603 scopus 로고    scopus 로고
    • The Pre-Image Problem in Kernel Methods
    • Kwok, J., and Tsang, I., 2004, "The Pre-Image Problem in Kernel Methods," IEEE Trans. Neural Netw., 15(6), pp. 1517-1525.
    • (2004) IEEE Trans. Neural Netw. , vol.15 , Issue.6 , pp. 1517-1525
    • Kwok, J.1    Tsang, I.2
  • 22
    • 84950453673 scopus 로고
    • Principal Curves
    • Hastie, T., and Stuetzle, W., 1989, "Principal Curves," J. Am. Stat. Assoc., 84(406), pp. 502-516.
    • (1989) J. Am. Stat. Assoc. , vol.84 , Issue.406 , pp. 502-516
    • Hastie, T.1    Stuetzle, W.2
  • 25
    • 0030303844 scopus 로고    scopus 로고
    • An Interior, Trust Region Approach for Nonlinear Minimization Subject to Bounds
    • Coleman, T., and Li, Y., 1996, "An Interior, Trust Region Approach for Nonlinear Minimization Subject to Bounds," SIAM J. Optim., 6, pp. 418-445.
    • (1996) SIAM J. Optim. , vol.6 , pp. 418-445
    • Coleman, T.1    Li, Y.2
  • 26
    • 34249771074 scopus 로고
    • On the Convergence of Interior-Reflective Newton Methods for Nonlinear Minimization Subject to Bounds
    • Coleman, T., and Li, Y., 1994, "On the Convergence of Interior-Reflective Newton Methods for Nonlinear Minimization Subject to Bounds," Math. Program., 67(1-3), pp. 189-224.
    • (1994) Math. Program. , vol.67 , Issue.1-3 , pp. 189-224
    • Coleman, T.1    Li, Y.2
  • 27
    • 79961019298 scopus 로고    scopus 로고
    • Parameter Reduction of Nonlinear Least-Squares Estimates via the Singular Value Decomposition
    • Nagamune, R., and Choi, J., 2008, "Parameter Reduction of Nonlinear Least-Squares Estimates via the Singular Value Decomposition," Proceedings of the International Federation of Automatic Control, pp. 12383-12388.
    • (2008) Proceedings of the International Federation of Automatic Control , pp. 12383-12388
    • Nagamune, R.1    Choi, J.2
  • 29
    • 0029375928 scopus 로고
    • ∞ Control of Linear Parameter-Varying Systems: A Design Example
    • ∞ Control of Linear Parameter-Varying Systems: A Design Example," Automatica, 31, pp. 1251-1261.
    • (1995) Automatica , vol.31 , pp. 1251-1261
    • Apkarian, P.1    Gahinet, P.2    Becker, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.