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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An adaptive support vector regressor controller for nonlinear systems

Soft Computing ◽

10.1007/s00500-015-1654-0 ◽

2015 ◽

Vol 20 (7) ◽

pp. 2531-2556 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector ◽

Adaptive Support ◽

Support Vector Regressor

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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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Safety-Critical Support Vector Regressor Controller for Nonlinear Systems

Neural Processing Letters ◽

10.1007/s11063-017-9738-8 ◽

2017 ◽

Vol 48 (1) ◽

pp. 419-440 ◽

Author(s):

Kemal Uçak ◽

İlker Üstoğlu ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector ◽

Safety Critical ◽

Support Vector Regressor

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Design of an Adaptive Support Vector Regressor Controller for a Spherical Tank System

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-26555-1_1 ◽

2015 ◽

pp. 1-8 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Support Vector ◽

Spherical Tank ◽

Tank System ◽

Adaptive Support ◽

Support Vector Regressor

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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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A set-based model-free reinforcement learning design technique for nonlinear systems

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2018.09.242 ◽

2018 ◽

Vol 51 (18) ◽

pp. 37-42

Author(s):

Martin Guay ◽

Khalid Tourkey Atta

Keyword(s):

Reinforcement Learning ◽

Nonlinear Systems ◽

Learning Design ◽

Design Technique ◽

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A Model-Free Approach for Online Optimization of Nonlinear Systems

IEEE Transactions on Circuits & Systems II Express Briefs ◽

10.1109/tcsii.2021.3079125 ◽

2021 ◽

pp. 1-1

Author(s):

Ameer Hamza Khan ◽

Shuai Li ◽

Bin Xu ◽

Xinwei Cao

Keyword(s):

Nonlinear Systems ◽

Online Optimization ◽

Model Free Approach

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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

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Adaptive support vector regression for UAV flight control

Neural Networks ◽

10.1016/j.neunet.2010.09.011 ◽

2011 ◽

Vol 24 (1) ◽

pp. 109-120 ◽

Author(s):

Jongho Shin ◽

H. Jin Kim ◽

Youdan Kim

Keyword(s):

Support Vector Regression ◽

Flight Control ◽

Support Vector ◽

Adaptive Support

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An Improved Model-free Adaptive Predictive Control Algorithm For Nonlinear Systems With Large Time Delay

2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls.2018.8515944 ◽

2018 ◽

Author(s):

Na Dong ◽

Yu Feng ◽

Xue-shuo Han ◽

Ai-guo Wu

Keyword(s):

Nonlinear Systems ◽

Predictive Control ◽

Control Algorithm ◽

Improved Model ◽

Adaptive Predictive Control

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