Neural networks for optimal control of nonlinear systems with bound constraints

Proceedings of ICNN'95 - International Conference on Neural Networks ◽

10.1109/icnn.1995.487727 ◽

2002 ◽

Author(s):

Ruo-Li Yang ◽

Cang-Pu Wu

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems ◽

Bound Constraints

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Adaptive optimal control of a class of uncertain nonlinear systems using fuzzy logic and neural networks

2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601) ◽

10.1109/cdc.2004.1429615 ◽

2004 ◽

Author(s):

Dingguo Chen ◽

Jiaben Yang ◽

Bowen Xu

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Fuzzy Logic ◽

Nonlinear Systems ◽

Uncertain Nonlinear Systems ◽

Adaptive Optimal Control

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Optimal Control of Nonlinear Systems Using Neural Networks

The 24th Southeastern Symposium on and The 3rd Annual Symposium on Communications, Signal Processing Expert Systems, and ASIC VLSI Design System Theory ◽

10.1109/ssst.1992.712372 ◽

2005 ◽

Author(s):

J.Y. Choi ◽

M.L. Tran ◽

P. Huynh ◽

H.F. VanLandingham

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems

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Two approaches to nonlinear systems optimal control by using neural networks

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) ◽

10.1109/icnn.1994.375013 ◽

2002 ◽

Author(s):

L. Acosta ◽

A. Hamilton ◽

L. Moreno ◽

J.L. Sanchez ◽

J.D. Pineiro ◽

...

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems

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Identification and optimal control of nonlinear systems using recurrent neural networks and reinforcement learning: An overview

Neurocomputing ◽

10.1016/j.neucom.2021.01.096 ◽

2021 ◽

Vol 438 ◽

pp. 145-154

Author(s):

Adolfo Perrusquía ◽

Wen Yu

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Reinforcement Learning ◽

Nonlinear Systems ◽

Recurrent Neural Networks

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Optimal Control of a Class of Nonlinear Systems Using Radial Basis Function Neural Networks

International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) ◽

10.1109/iccima.2007.321 ◽

2007 ◽

Author(s):

Peda V. Medagam ◽

Farzad Pourboghrat

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems ◽

Radial Basis Function ◽

Basis Function ◽

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Neural networks for constrained optimal control of nonlinear systems

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium ◽

10.1109/ijcnn.2000.860788 ◽

2000 ◽

Author(s):

E. Irigoyen ◽

J.B. Galvan ◽

M.J. Perez-Ilzarbe

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems ◽

Constrained Optimal Control

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Adaptive Neural Networks Finite-Time Optimal Control for a Class of Nonlinear Systems

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2019.2955438 ◽

2020 ◽

Vol 31 (11) ◽

pp. 4451-4460 ◽

Author(s):

Yongming Li ◽

Tingting Yang ◽

Shaocheng Tong

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems ◽

Finite Time ◽

Time Optimal Control ◽

Adaptive Neural Networks ◽

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Value iteration with deep neural networks for optimal control of input-affine nonlinear systems

SICE Journal of Control Measurement and System Integration ◽

10.1080/18824889.2021.1936817 ◽

2021 ◽

Vol 14 (1) ◽

pp. 140-149

Author(s):

Hirofumi Beppu ◽

Ichiro Maruta ◽

Kenji Fujimoto

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems ◽

Deep Neural Networks ◽

Value Iteration ◽

Affine Nonlinear Systems

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Design of observers for continuous-time nonlinear systems using neural networks

Proceedings of the 2004 American Control Conference ◽

10.23919/acc.2004.1383829 ◽

2004 ◽

Author(s):

A. Alessandri ◽

C. Cervellera ◽

A.F. Grassia ◽

M. Sanguineti

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Continuous Time

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Robustness and Perturbation Analysis of a Class of Nonlinear Systems with Applications to Neural Networks

1993 American Control Conference ◽

10.23919/acc.1993.4793432 ◽

1993 ◽

Author(s):

Kaining Wang ◽

Anthony N. Michel

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Perturbation Analysis

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