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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines

European Journal of Remote Sensing ◽

10.1080/22797254.2021.1877572 ◽

2021 ◽

Vol 54 (1) ◽

pp. 72-85

Author(s):

Liguo Wang ◽

San Wang ◽

Xiuping Jia ◽

Tianyi Bi

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Twin Support Vector Machines ◽

Hyperspectral Unmixing ◽

Vector Machines

Download Full-text

On-line of modeling ship manoeuvring motion by using least squares support vector machines

2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management ◽

10.1109/icieem.2011.6035492 ◽

2011 ◽

Author(s):

Yan Wang ◽

Hao Meng ◽

Zhi-lin Liu ◽

Rui-ting Yu

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Ship Manoeuvring ◽

Vector Machines ◽

Download Full-text

Offline modeling of nonlinear systems based on least squares support vector machines

2009 International Conference on Computer Engineering & Systems ◽

10.1109/icces.2009.5383287 ◽

2009 ◽

Author(s):

M. El Bardini ◽

H. M. Khalil ◽

N. El Rabie ◽

M. Sharaf

Keyword(s):

Support Vector Machines ◽

Nonlinear Systems ◽

Least Squares ◽

Support Vector ◽

Vector Machines

Download Full-text

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

Download Full-text

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

Download Full-text