Nonlinear Black Box Models in Systems Identification

[1]  Lennart Ljung,et al.  Nonlinear black-box modeling in system identification: a unified overview , 1995, Autom..

[2]  Bernard Delyon,et al.  Nonlinear black-box models in system identification: Mathematical foundations , 1995, Autom..

[3]  Leo Breiman,et al.  Hinging hyperplanes for regression, classification, and function approximation , 1993, IEEE Trans. Inf. Theory.

[4]  Qinghua Zhang,et al.  Wavelet networks , 1992, IEEE Trans. Neural Networks.

[5]  Sheng Chen,et al.  Neural Networks for Nonlinear Dynamic System Modelling and Identification , 1992 .

[6]  Boris Polyak,et al.  Acceleration of stochastic approximation by averaging , 1992 .

[7]  L. Ljung,et al.  Overtraining, Regularization, and Searching for Minimum in Neural Networks , 1992 .

[8]  L. Ljung,et al.  Asymptotic Properties of the Least Squares Method for Estimating Transfer Functions and Disturbance Spectra , 1992 .

[9]  B. Wahlberg.  System identification using Laguerre models , 1991 .

[10]  F. Girosi,et al.  Networks for approximation and learning , 1990, Proc. IEEE.

[11]  Kumpati S. Narendra,et al.  Identification and control of dynamical systems using neural networks , 1990, IEEE Trans. Neural Networks.

[12]  Geoffrey E. Hinton,et al.  Learning representations by back-propagating errors , 1986, Nature.

[13]  Lennart Ljung,et al.  Theory and Practice of Recursive Identification , 1983 .

[14]  John E. Dennis,et al.  Numerical methods for unconstrained optimization and nonlinear equations , 1983, Prentice Hall series in computational mathematics.

[15]  H. Akaike.  A new look at the statistical model identification , 1974 .

[16]  Lennart Ljung,et al.  Nonlinear Black Box Modeling in System Identification , 1995 .

[17]  Lennart Ljung,et al.  Modeling Of Dynamic Systems , 1994 .

[18]  Sun-Yuan Kung,et al.  Digital neural networks , 1993, Prentice Hall Information and System Sciences Series.

[19]  Stephen A. Billings,et al.  Non-linear system identification using neural networks , 1990 .

[20]  Petter Krus,et al.  Modelling of a Flexible Mechanical System Containing Hydraulic Actuators , 1990 .

[21]  Petre Stoica,et al.  Decentralized Control , 2018, The Control Systems Handbook.

[22]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[23]  Grace Wahba,et al.  THREE TOPICS IN ILL-POSED PROBLEMS , 1987 .

[24]  Lennart Ljung,et al.  Recursive methods for off-line identification , 1985 .

[25]  P. Werbos,et al.  Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences , 1974 .