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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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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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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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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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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Generalized predictive control model based on support vector machines

2012 8th International Conference on Natural Computation ◽

10.1109/icnc.2012.6234606 ◽

2012 ◽

Author(s):

Yong Xu

Keyword(s):

Support Vector Machines ◽

Predictive Control ◽

Control Model ◽

Support Vector ◽

Generalized Predictive Control ◽

Model Based ◽

Vector Machines

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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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Generic Model Predictive Control Strategy Based on Integrated Weighted Least Square Support Vector Machines

2009 Second International Symposium on Computational Intelligence and Design ◽

10.1109/iscid.2009.201 ◽

2009 ◽

Author(s):

Dai Yongbin ◽

Yang Weidong ◽

Liang Qinghua ◽

Wang Shaofu ◽

Zhang Ming

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Control Strategy ◽

Least Square ◽

Support Vector ◽

Generic Model ◽

Weighted Least Square ◽

Vector Machines

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Performance comparison of nonlinear model predictive control under Support Vector Machines and Multi-Layer Perceptrons

10.1109/cvci54083.2021.9661265 ◽

2021 ◽

Author(s):

Shen Xuyu ◽

Meng Fei ◽

Qi Shili

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Performance Comparison ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

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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