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Volumn 9, Issue 5, 1998, Pages 862-876

A hybrid neural-genetic multimodel parameter estimation algorithm

Author keywords

Genetic algorithms; Hybrid systems; Neural networks; Parameter estimation; System identification

Indexed keywords

COMPUTER SIMULATION; GENETIC ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; PARAMETER ESTIMATION;

EID: 0032162941     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.712158     Document Type: Article
Times cited : (30)

References (32)
  • 1
    • 0017546434 scopus 로고
    • The stochastic control of the F8-C aircraft using a multiple model adaptive control method - Part I: Equilibrium flight
    • M. Athans et al., "The stochastic control of the F8-C aircraft using a multiple model adaptive control method - Part I: Equilibrium flight," IEEE Trans Automat. Contr., vol. AC-22, pp. 768-780, 1977.
    • (1977) IEEE Trans Automat. Contr. , vol.AC-22 , pp. 768-780
    • Athans, M.1
  • 2
    • 0022771891 scopus 로고
    • Estimation of inertial parameters of manipulator links and loads
    • A. Atkeson, Ch. H. An, and J. N. Hollerbach, "Estimation of inertial parameters of manipulator links and loads," Int. J. Robot. Res., vol. 5, pp. 101-119, 1986.
    • (1986) Int. J. Robot. Res. , vol.5 , pp. 101-119
    • Atkeson, A.1    An, Ch.H.2    Hollerbach, J.N.3
  • 3
    • 0027851794 scopus 로고
    • Evaluation of sensitivity and observability of the state vector for system identification and experimental design
    • E. Ayesa et al., "Evaluation of sensitivity and observability of the state vector for system identification and experimental design," Water Sci. Technol., vol. 28, pp. 209-218, 1994.
    • (1994) Water Sci. Technol. , vol.28 , pp. 209-218
    • Ayesa, E.1
  • 4
    • 0001119510 scopus 로고
    • Mixtures of controllers for jump linear and nonlinear plants
    • J. D. Cowen, G. Tesauro and J. Alspector, Eds. San Francisco, CA: Morgan Kaufmann
    • T. W. Cacciatore and S. J. Nowlan, "Mixtures of controllers for jump linear and nonlinear plants," in Advances in Neural Information Processing Syst. 6 (NIPS 93), J. D. Cowen, G. Tesauro and J. Alspector, Eds. San Francisco, CA: Morgan Kaufmann, 1994, pp. 719-726.
    • (1994) Advances in Neural Information Processing Syst. 6 (NIPS 93) , pp. 719-726
    • Cacciatore, T.W.1    Nowlan, S.J.2
  • 8
    • 33747684391 scopus 로고
    • The munificence of high dimensionality
    • R. Hecht-Nielsen, "The munificence of high dimensionality," Artificial Neural Networks, 1992, pp. 1017-1030.
    • (1992) Artificial Neural Networks , pp. 1017-1030
    • Hecht-Nielsen, R.1
  • 9
    • 0029247140 scopus 로고
    • Identification of nonlinear system structure and parameters using regime decomposition
    • T. A. Johansen and B. A. Foss, " Identification of nonlinear system structure and parameters using regime decomposition," Automatica, vol. 31, pp. 321-326, 1995.
    • (1995) Automatica , vol.31 , pp. 321-326
    • Johansen, T.A.1    Foss, B.A.2
  • 10
    • 0005799574 scopus 로고
    • The convergence behavior of the partition algorithm
    • A. Kehagias, "The convergence behavior of the partition algorithm," Contr. Comput., vol. 19, no. 1, pp. 1-6, 1991.
    • (1991) Contr. Comput. , vol.19 , Issue.1 , pp. 1-6
    • Kehagias, A.1
  • 11
    • 0031034197 scopus 로고    scopus 로고
    • Predictive modular neural networks for time series classification
    • A. Kehagias and V. Petridis, "Predictive modular neural networks for time series classification," Neural Networks, vol. 10, no. 1, pp. 31-49, 1997.
    • (1997) Neural Networks , vol.10 , Issue.1 , pp. 31-49
    • Kehagias, A.1    Petridis, V.2
  • 12
    • 0001481001 scopus 로고    scopus 로고
    • Time series segmentation using predictive modular neural networks
    • _, "Time series segmentation using predictive modular neural networks," Neural Comput., vol. 9, pp. 1691-1710, 1997.
    • (1997) Neural Comput. , vol.9 , pp. 1691-1710
  • 14
    • 0015039116 scopus 로고
    • Optimal adaptive estimation: Structure and parameter adaptation
    • Apr.
    • D. G. Lainiotis, "Optimal adaptive estimation: Structure and parameter adaptation," IEEE Trans. Automat. Contr., vol. AC-10, pp. 160-170, Apr. 1971.
    • (1971) IEEE Trans. Automat. Contr. , vol.AC-10 , pp. 160-170
    • Lainiotis, D.G.1
  • 15
    • 0028727442 scopus 로고
    • Adaptive dynamic neural-network estimation
    • D. G. Lainiotis and K. N. Plataniotis, "Adaptive dynamic neural-network estimation," in Proc. IJCNN 1994, vol. 6, pp. 4736-4745, 1994.
    • (1994) Proc. IJCNN 1994 , vol.6 , pp. 4736-4745
    • Lainiotis, D.G.1    Plataniotis, K.N.2
  • 16
    • 0027555337 scopus 로고
    • Application of EKF technique to ship resistance measurement
    • G. Liu, "Application of EKF technique to ship resistance measurement," Automatica, vol. 29, pp. 275-283, 1993.
    • (1993) Automatica , vol.29 , pp. 275-283
    • Liu, G.1
  • 19
    • 0028499286 scopus 로고
    • Improving transient response of adaptive control systems using multiple models and switching
    • K. Narendra and J. Balakhrishnan, "Improving transient response of adaptive control systems using multiple models and switching," IEEE Trans. Automat. Contr., vol. 39, pp. 1861-1866, 1994.
    • (1994) IEEE Trans. Automat. Contr. , vol.39 , pp. 1861-1866
    • Narendra, K.1    Balakhrishnan, J.2
  • 20
    • 0029325388 scopus 로고
    • Adaptation and learning using multiple models, switching, and tuning
    • K. Narendra, J. Balakhrishnan, and M. K. Ciliz, "Adaptation and learning using multiple models, switching, and tuning," IEEE Contr. Syst., vol. 39, pp. 37-51, 1994.
    • (1994) IEEE Contr. Syst. , vol.39 , pp. 37-51
    • Narendra, K.1    Balakhrishnan, J.2    Ciliz, M.K.3
  • 21
    • 0019555086 scopus 로고
    • A method for bearings-only velocity and position estimation
    • V. Petridis, "A method for bearings-only velocity and position estimation," IEEE Trans. Automat. Contr., vol. AC-26, pp. 488-493, 1981.
    • (1981) IEEE Trans. Automat. Contr. , vol.AC-26 , pp. 488-493
    • Petridis, V.1
  • 22
    • 33747678423 scopus 로고    scopus 로고
    • System identification - An intelligent approach
    • _, "System identification - An intelligent approach," in Proc. Wkshp. Developments in Ind. Contr. Syst., 1996, pp. 1-23.
    • (1996) Proc. Wkshp. Developments in Ind. Contr. Syst. , pp. 1-23
  • 23
    • 0029771135 scopus 로고    scopus 로고
    • Modular neural networks for Bayesian classification of time series and the partition algorithm
    • V. Petridis and A. Kehagias, "Modular neural networks for Bayesian classification of time series and the partition algorithm," IEEE Trans. Neural Networks, vol. 7, pp. 73-86, 1996.
    • (1996) IEEE Trans. Neural Networks , vol.7 , pp. 73-86
    • Petridis, V.1    Kehagias, A.2
  • 24
    • 0000458484 scopus 로고    scopus 로고
    • A recurrent network implementation of time series classification
    • _, "A recurrent network implementation of time series classification," Neural Comput., vol. 8, pp. 357-372, 1996.
    • (1996) Neural Comput. , vol.8 , pp. 357-372
  • 25
    • 33747745715 scopus 로고    scopus 로고
    • Recurrent neural networks for parameter estimation
    • A. B. Bulsari, S. Kallio, and D. Tsaptsinos, Eds.
    • _, "Recurrent neural networks for parameter estimation," in Solving Engineering Problems with Neural Networks, A. B. Bulsari, S. Kallio, and D. Tsaptsinos, Eds., 1996, pp. 217-220.
    • (1996) Solving Engineering Problems with Neural Networks , pp. 217-220
  • 26
    • 0031213229 scopus 로고    scopus 로고
    • Predictive modular fuzzy systems for time-series classification
    • _, "Predictive modular fuzzy systems for time-series classification," IEEE Trans. Fuzzy Syst., vol. 5, pp. 381-397, 1997.
    • (1997) IEEE Trans. Fuzzy Syst. , vol.5 , pp. 381-397
  • 27
    • 0032047941 scopus 로고    scopus 로고
    • A multimodel algorithm for parameter estimation of time-varying nonlinear systems
    • _, "A multimodel algorithm for parameter estimation of time-varying nonlinear systems," Automatica, vol. 34, pp. 469-475, 1998
    • (1998) Automatica , vol.34 , pp. 469-475
  • 28
    • 0028203106 scopus 로고
    • Convergence analysis of canonical genetic algorithms
    • G. Rudolph, "Convergence analysis of canonical genetic algorithms," IEEE Trans. Neural Networks, vol. 5, pp. 96-102, 1994.
    • (1994) IEEE Trans. Neural Networks , vol.5 , pp. 96-102
    • Rudolph, G.1
  • 29
    • 0000636108 scopus 로고
    • Recursive algorithm for the calculation of the adaptive Kalman filter coefficients
    • F. L. Sims, D. G. Lainiotis, and D. T. Magill, "Recursive algorithm for the calculation of the adaptive Kalman filter coefficients," IEEE Trans. Automat. Contr., vol. AC-14, pp. 215-218, 1969.
    • (1969) IEEE Trans. Automat. Contr. , vol.AC-14 , pp. 215-218
    • Sims, F.L.1    Lainiotis, D.G.2    Magill, D.T.3
  • 30
    • 0027791358 scopus 로고
    • Parameter estimation and sensitivity analysis of an activated sludge model using Monte Carlo simulation and the analysts' involvement
    • M. von Sperling, "Parameter estimation and sensitivity analysis of an activated sludge model using Monte Carlo simulation and the analysts' involvement," Water Sci. Technol., vol. 28, pp. 219-229, 1994.
    • (1994) Water Sci. Technol. , vol.28 , pp. 219-229
    • Von Sperling, M.1
  • 31
    • 0027819315 scopus 로고
    • Model calibration for the high purity oxygen activated sludge process-algorithm development and evaluation
    • W. Yuan, D. Okrent, and M. K. Stenstrom, "Model calibration for the high purity oxygen activated sludge process-algorithm development and evaluation," Water Sci. Technol., vol. 28, pp. 163-171, 1994.
    • (1994) Water Sci. Technol. , vol.28 , pp. 163-171
    • Yuan, W.1    Okrent, D.2    Stenstrom, M.K.3
  • 32
    • 0030127184 scopus 로고    scopus 로고
    • Multiple model estimation with variable structure
    • L. Xiao-Rong and Y. Bar-Shalom, "Multiple model estimation with variable structure," Trans. IEEE Automat. Contr., vol. 41, pp. 478-493, 1996.
    • (1996) Trans. IEEE Automat. Contr. , vol.41 , pp. 478-493
    • Xiao-Rong, L.1    Bar-Shalom, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.