Model-free MIMO self-tuning controller based on support vector regression for nonlinear systems

Neural Computing and Applications ◽

10.1007/s00521-021-06194-1 ◽

2021 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector Regression ◽

Support Vector ◽

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Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems

Neural Processing Letters ◽

10.1007/s11063-020-10403-8 ◽

2021 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector Regression ◽

Support Vector ◽

Online Support ◽

Online Support Vector Regression

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Model free adaptive support vector regressor controller for nonlinear systems

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2019.02.001 ◽

2019 ◽

Vol 81 ◽

pp. 47-67 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector ◽

Adaptive Support ◽

Support Vector Regressor

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Generalized self-tuning regulator based on online support vector regression

Neural Computing and Applications ◽

10.1007/s00521-016-2387-4 ◽

2016 ◽

Vol 28 (S1) ◽

pp. 775-801 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Support Vector Regression ◽

Support Vector ◽

Online Support ◽

Online Support Vector Regression ◽

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State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems

Advances in Neural Networks – ISNN 2011 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-21090-7_60 ◽

2011 ◽

pp. 515-524

Author(s):

Chaoxu Mu ◽

Changyin Sun ◽

Xinghuo Yu

Keyword(s):

Feedback Control ◽

Nonlinear Systems ◽

Support Vector Regression ◽

State Feedback ◽

State Feedback Control ◽

Support Vector ◽

Twin Support Vector Regression

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Non-Mercer hybrid kernel for linear programming support vector regression in nonlinear systems identification

Applied Soft Computing ◽

10.1016/j.asoc.2008.03.007 ◽

2009 ◽

Vol 9 (1) ◽

pp. 94-99 ◽

Author(s):

Zhao Lu ◽

Jing Sun

Keyword(s):

Linear Programming ◽

Nonlinear Systems ◽

Support Vector Regression ◽

Support Vector ◽

Systems Identification ◽

Programming Support ◽

Nonlinear Systems Identification ◽

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On-line forecasting model for zinc output based on self-tuning support vector regression and its application

Journal of Central South University of Technology ◽

10.1007/s11771-004-0095-1 ◽

2004 ◽

Vol 11 (4) ◽

pp. 461-464 ◽

Author(s):

Zhi-kun Hu ◽

Wei-hua Gui ◽

Xiao-qi Peng

Keyword(s):

Support Vector Regression ◽

Support Vector ◽

Forecasting Model ◽

Self Tuning ◽

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On-line robust modeling of nonlinear systems using support vector regression

2010 2nd International Conference on Advanced Computer Control ◽

10.1109/icacc.2010.5486689 ◽

2010 ◽

Author(s):

Li Dahai ◽

Li Tianshi

Keyword(s):

Nonlinear Systems ◽

Support Vector Regression ◽

Support Vector ◽

Robust Modeling ◽

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Adaptive Backstepping Control for Nonlinear Systems Using Support Vector Regression

Intelligence Computation and Evolutionary Computation - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-642-31656-2_3 ◽

2013 ◽

pp. 13-23 ◽

Author(s):

Liu Yinan ◽

Zhang Shengxiu ◽

Cao Lijia ◽

Zhang Chao

Keyword(s):

Nonlinear Systems ◽

Support Vector Regression ◽

Backstepping Control ◽

Support Vector ◽

Adaptive Backstepping ◽

Adaptive Backstepping Control

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An adaptive sliding mode controller based on online support vector regression for nonlinear systems

Soft Computing ◽

10.1007/s00500-019-04223-9 ◽

2019 ◽

Vol 24 (6) ◽

pp. 4623-4643 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector Regression ◽

Sliding Mode ◽

Support Vector ◽

Online Support ◽

Sliding Mode Controller ◽

Adaptive Sliding Mode ◽

Adaptive Sliding Mode Controller ◽

Online Support Vector Regression

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Adaptive control of a class of nonlinear systems using Support Vector Regression

2010 11th International Conference on Control Automation Robotics & Vision ◽

10.1109/icarcv.2010.5707793 ◽

2010 ◽

Author(s):

Koshy George ◽

Prashanth Harshangi

Keyword(s):

Adaptive Control ◽

Nonlinear Systems ◽

Support Vector Regression ◽

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