Radial Basis Function Network Based Predictive Control of Chaotic Nonlinear Systems

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2003.13.5.606 ◽

2003 ◽

Vol 13 (5) ◽

pp. 606-613 ◽

Author(s):

Yoon-Ho Choi ◽

Se-Min Kim

Keyword(s):

Nonlinear Systems ◽

Radial Basis Function ◽

Predictive Control ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network

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Stability Analysis of Nonlinear Systems via Estimating Radial-Basis-Function-Network-Based Lyapunov Exponents From a Scalar Time Series

Volume 2: Legged Locomotion; Mechatronic Systems; Mechatronics; Mechatronics for Aquatic Environments; MEMS Control; Model Predictive Control; Modeling and Model-Based Control of Advanced IC Engines; ◽

10.1115/dscc2012-movic2012-8508 ◽

2012 ◽

Author(s):

Yuming Sun ◽

Qiong Wu

Keyword(s):

Time Series ◽

Stability Analysis ◽

Nonlinear Systems ◽

Radial Basis Function ◽

Lyapunov Exponents ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network ◽

Scalar Time Series

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On the persistency of excitation in radial basis function network identification of nonlinear systems

IEEE Transactions on Neural Networks ◽

10.1109/72.410365 ◽

1995 ◽

Vol 6 (5) ◽

pp. 1237-1244 ◽

Author(s):

D. Gorinevsky

Keyword(s):

Nonlinear Systems ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Network Identification ◽

Persistency Of Excitation ◽

Function Network

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Robust One-Step Ahead Predictive Control Based on Radial basis Function Network Model

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)56665-3 ◽

1999 ◽

Vol 32 (2) ◽

pp. 3897-3902 ◽

Author(s):

C. Kambhampati

Keyword(s):

Radial Basis Function ◽

Network Model ◽

Predictive Control ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

One Step ◽

Function Network

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Predictive Control Based on Variable Radial Basis Function Network and Its Application to Ship Control

2006 6th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2006.1713659 ◽

2006 ◽

Author(s):

Jianchuan Yin ◽

Fang Dong ◽

Nini Wang

Keyword(s):

Radial Basis Function ◽

Predictive Control ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Ship Control ◽

Function Network

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A radial-basis-function network-based method of estimating Lyapunov exponents from a scalar time series for analyzing nonlinear systems stability

Nonlinear Dynamics ◽

10.1007/s11071-012-0567-z ◽

2012 ◽

Vol 70 (2) ◽

pp. 1689-1708 ◽

Author(s):

Yuming Sun ◽

Christine Qiong Wu

Keyword(s):

Time Series ◽

Nonlinear Systems ◽

Radial Basis Function ◽

Lyapunov Exponents ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network ◽

Scalar Time Series

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Adaptive control of power systems using radial basis function network identification and predictive control calculations

199 IEEE Power Engineering Society Summer Meeting. Conference Proceedings (Cat. No.99CH36364) ◽

10.1109/pess.1999.787451 ◽

2003 ◽

Author(s):

G. Ramakrishna ◽

O.P. Malik

Keyword(s):

Adaptive Control ◽

Power Systems ◽

Radial Basis Function ◽

Predictive Control ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Network Identification ◽

Function Network

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Model predictive control of a fuel injection system with a radial basis function network observer

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.2000.860798 ◽

2000 ◽

Author(s):

C. Manzie ◽

W. Palaniswami ◽

H. Watson

Keyword(s):

Model Predictive Control ◽

Radial Basis Function ◽

Predictive Control ◽

Basis Function ◽

Fuel Injection ◽

Radial Basis Function Network ◽

Injection System ◽

Fuel Injection System ◽

Radial Basis ◽

Function Network

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Nonlinear systems parameters estimation using radial basis function network

Control Engineering Practice ◽

10.1016/j.conengprac.2005.04.002 ◽

2006 ◽

Vol 14 (7) ◽

pp. 819-832 ◽

Author(s):

G. Kenné ◽

T. Ahmed-Ali ◽

F. Lamnabhi-Lagarrigue ◽

H. Nkwawo

Keyword(s):

Nonlinear Systems ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Parameters Estimation ◽

Radial Basis ◽

Function Network

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Continuous-Time Identification of Nonlinear Systems Using Radial Basis Function Network Model and Genetic Algorithm

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)39848-8 ◽

2000 ◽

Vol 33 (15) ◽

pp. 787-792

Author(s):

Tomohiro Hachino ◽

Yoshitaka Minari ◽

Hitoshi Takata ◽

Izuru Karube

Keyword(s):

Genetic Algorithm ◽

Nonlinear Systems ◽

Radial Basis Function ◽

Network Model ◽

Basis Function ◽

Continuous Time ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network

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Real-time performance evaluation of the minimal radial basis function network for identification of time varying nonlinear systems

Computers & Electrical Engineering ◽

10.1016/s0045-7906(00)00039-2 ◽

2002 ◽

Vol 28 (2) ◽

pp. 103-117 ◽

Author(s):

T.K. Leong ◽

P. Saratchandran ◽

N. Sundararajan

Keyword(s):

Performance Evaluation ◽

Nonlinear Systems ◽

Radial Basis Function ◽

Real Time ◽

Basis Function ◽

Radial Basis Function Network ◽

Time Varying ◽

Time Performance ◽

Radial Basis ◽

Function Network

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