Nonlinear generalized predictive control based on online least squares support vector machines

Nonlinear Dynamics ◽

10.1007/s11071-014-1733-2 ◽

2014 ◽

Vol 79 (2) ◽

pp. 1163-1168 ◽

Author(s):

Zhenkai Guo ◽

Xinping Guan

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Support Vector ◽

Generalized Predictive Control ◽

Vector Machines ◽

Nonlinear Generalized Predictive Control

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Generalized Predictive Control with Online Least Squares Support Vector Machines

Acta Automatica Sinica ◽

10.1360/aas-007-1182 ◽

2007 ◽

Vol 33 (11) ◽

pp. 1182-1188 ◽

Author(s):

Li-Juan LI ◽

Hong-Ye SU ◽

Jian CHU

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Support Vector ◽

Generalized Predictive Control ◽

Vector Machines

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New predictive control algorithms based on Least Squares Support Vector Machines

Journal of Zhejiang University SCIENCE A ◽

10.1631/jzus.2005.a0440 ◽

2005 ◽

Vol 6 (5) ◽

pp. 440-446 ◽

Author(s):

Liu Bin ◽

Su Hong-ye ◽

Chu Jian

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Control Algorithms ◽

Support Vector ◽

Vector Machines

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A Nonlinear Model Predictive Control Based on NARX Model Identification using Least Squares Support Vector Machines

2006 6th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2006.1712474 ◽

2006 ◽

Author(s):

Lizhi Xiang ◽

Yuntao Shi ◽

Dongjie Gao

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

Nonlinear Model ◽

Model Identification ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Vector Machines ◽

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Online Stabilization of Chaotic Maps Via Support Vector Machines Based Generalized Predictive Control

Artificial Neural Networks – ICANN 2006 - Lecture Notes in Computer Science ◽

10.1007/11840817_90 ◽

2006 ◽

pp. 868-877

Author(s):

Serdar Iplikci

Keyword(s):

Support Vector Machines ◽

Predictive Control ◽

Chaotic Maps ◽

Support Vector ◽

Generalized Predictive Control ◽

Vector Machines

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Nonlinear Predictive Control Based on Least Squares Support Vector Machines Hammerstein Models

Adaptive and Natural Computing Algorithms - Lecture Notes in Computer Science ◽

10.1007/978-3-642-37213-1_26 ◽

2013 ◽

pp. 246-255 ◽

Author(s):

Maciej Ławryńczuk

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Support Vector ◽

Nonlinear Predictive Control ◽

Hammerstein Models ◽

Vector Machines

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Support vector machines-based generalized predictive control

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.1094 ◽

2006 ◽

Vol 16 (17) ◽

pp. 843-862 ◽

Author(s):

S. Iplikci

Keyword(s):

Support Vector Machines ◽

Predictive Control ◽

Support Vector ◽

Generalized Predictive Control ◽

Vector Machines

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Support Vector Machines Based Generalized Predictive Control of Chaotic Systems

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1093/ietfec/e89-a.10.2787 ◽

2006 ◽

Vol E89-A (10) ◽

pp. 2787-2794 ◽

Author(s):

S. IPLIKCI

Keyword(s):

Support Vector Machines ◽

Predictive Control ◽

Chaotic Systems ◽

Support Vector ◽

Generalized Predictive Control ◽

Vector Machines

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Online trained support vector machines-based generalized predictive control of non-linear systems

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.919 ◽

2006 ◽

Vol 20 (10) ◽

pp. 599-621 ◽

Author(s):

S. Iplikci

Keyword(s):

Support Vector Machines ◽

Linear Systems ◽

Predictive Control ◽

Support Vector ◽

Generalized Predictive Control ◽

Vector Machines ◽

Non Linear Systems

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A Nonlinear Model Predictive Control Based on Least Squares Support Vector Machines Narx Model

2007 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2007.4370238 ◽

2007 ◽

Author(s):

Yun-Tao Shi ◽

De-Hui Sun ◽

Qing Wang ◽

Si-Cheng Nian ◽

Li-Zhi Xiang

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Vector Machines ◽

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Implicit Generalized Predictive Control of multivariable systems based on online Least Square Support Vector Machines of inverse system

Proceedings of the 33rd Chinese Control Conference ◽

10.1109/chicc.2014.6896901 ◽

2014 ◽

Author(s):

Yi Deng ◽

Han Liu ◽

Huilong Wang ◽

Ding Liu

Keyword(s):

Support Vector Machines ◽

Predictive Control ◽

Inverse System ◽

Least Square ◽

Support Vector ◽

Generalized Predictive Control ◽

Multivariable Systems ◽

Vector Machines

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