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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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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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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Output-Tracking Quantized Explicit Nonlinear Model Predictive Control Using Multiclass Support Vector Machines

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2016.2638401 ◽

2017 ◽

Vol 64 (5) ◽

pp. 4130-4138 ◽

Author(s):

Ankush Chakrabarty ◽

Gregery T. Buzzard ◽

Stanislaw H. Zak

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Output Tracking ◽

Vector Machines ◽

Multiclass Support 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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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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Support Vector Machine Informed Explicit Nonlinear Model Predictive Control Using Low-Discrepancy Sequences

IEEE Transactions on Automatic Control ◽

10.1109/tac.2016.2539222 ◽

2017 ◽

Vol 62 (1) ◽

pp. 135-148 ◽

Author(s):

Ankush Chakrabarty ◽

Vu Dinh ◽

Martin J. Corless ◽

Ann E. Rundell ◽

Stanislaw H. Zak ◽

...

Keyword(s):

Support Vector Machine ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Low Discrepancy Sequences

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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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Support Vector Regression based Nonlinear Model Predictive Control on FPGA

10.26678/abcm.cobem2017.cob17-1772 ◽

2017 ◽

Author(s):

Carlos Eduardo Silva Santos ◽

CARLOS H Llanos ◽

Ricardo Jacobi ◽

Leandro Coelho ◽

Helon Vicente Hultmann Ayala ◽

...

Keyword(s):

Model Predictive Control ◽

Support Vector Regression ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

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Nonlinear Dynamic Classification of Momentary Mental Workload Using Physiological Features and NARX-Model-Based Least-Squares Support Vector Machines

IEEE Transactions on Human-Machine Systems ◽

10.1109/thms.2017.2700631 ◽

2017 ◽

Vol 47 (4) ◽

pp. 536-549 ◽

Author(s):

Jianhua Zhang ◽

Zhong Yin ◽

Rubin Wang

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Nonlinear Dynamic ◽

Mental Workload ◽

Support Vector ◽

Model Based ◽

Vector Machines ◽

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Nonlinear model predictive control with the integration of Support Vector Machine and Extremal optimization

2010 8th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2010.5553796 ◽

2010 ◽

Author(s):

Peng Chen ◽

Yong-Zai Lu

Keyword(s):

Support Vector Machine ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Extremal Optimization

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