Performance analysis of gradient neural network exploited for online time-varying quadratic minimization and equality-constrained quadratic programming

Neurocomputing ◽

10.1016/j.neucom.2011.02.007 ◽

2011 ◽

Vol 74 (10) ◽

pp. 1710-1719 ◽

Author(s):

Yunong Zhang ◽

Yiwen Yang ◽

Gongqin Ruan

Keyword(s):

Neural Network ◽

Performance Analysis ◽

Quadratic Programming ◽

Time Varying ◽

Quadratic Minimization ◽

Gradient Neural Network

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Performance Analysis of Gradient Neural Network Exploited for Online Time-Varying Matrix Inversion

IEEE Transactions on Automatic Control ◽

10.1109/tac.2009.2023779 ◽

2009 ◽

Vol 54 (8) ◽

pp. 1940-1945 ◽

Author(s):

Yunong Zhang ◽

Ke Chen ◽

Hong-Zhou Tan

Keyword(s):

Neural Network ◽

Performance Analysis ◽

Matrix Inversion ◽

Time Varying ◽

Gradient Neural Network

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Time-Varying Matrix Square Roots Solving via Zhang Neural Network and Gradient Neural Network: Modeling, Verification and Comparison

Advances in Neural Networks – ISNN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-01507-6_2 ◽

2009 ◽

pp. 11-20 ◽

Author(s):

Yunong Zhang ◽

Yiwen Yang ◽

Ning Tan

Keyword(s):

Neural Network ◽

Network Modeling ◽

Neural Network Modeling ◽

Time Varying ◽

Square Roots ◽

Zhang Neural Network ◽

Gradient Neural Network

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MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Time-Varying Lyapunov Equation Solving

Lecture Notes in Computer Science - Advances in Neural Networks - ISNN 2008 ◽

10.1007/978-3-540-87732-5_14 ◽

2008 ◽

pp. 117-127 ◽

Author(s):

Yunong Zhang ◽

Shuai Yue ◽

Ke Chen ◽

Chenfu Yi

Keyword(s):

Neural Network ◽

Lyapunov Equation ◽

Time Varying ◽

Matlab Simulation ◽

Equation Solving ◽

Zhang Neural Network ◽

Gradient Neural Network

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A Finite-Time Recurrent Neural Network for Computing Quadratic Minimization with Time-Varying Coefficients

Chinese Journal of Electronics ◽

10.1049/cje.2019.01.009 ◽

2019 ◽

Vol 28 (2) ◽

pp. 253-258 ◽

Author(s):

Lin XIAO ◽

Rongbo LU

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Finite Time ◽

Time Varying ◽

Quadratic Minimization ◽

Varying Coefficients ◽

Time Varying Coefficients

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Performance analysis of LVI-based PDNN applied to real-time solution of time-varying quadratic programming

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889453 ◽

2014 ◽

Author(s):

Yunong Zhang ◽

Fangting Wu ◽

Zhengli Xiao ◽

Zhen Li ◽

Binghuang Cai

Keyword(s):

Performance Analysis ◽

Quadratic Programming ◽

Real Time ◽

Time Varying ◽

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MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Online Solution of Linear Time-Varying Matrix Equation AXB − C = 0

Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-85984-0_9 ◽

2008 ◽

pp. 68-75 ◽

Author(s):

Ke Chen ◽

Shuai Yue ◽

Yunong Zhang

Keyword(s):

Neural Network ◽

Matrix Equation ◽

Linear Time ◽

Time Varying ◽

Matlab Simulation ◽

Zhang Neural Network ◽

Gradient Neural Network

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A Penalty Strategy Combined Varying-Parameter Recurrent Neural Network for Solving Time-Varying Multi-Type Constrained Quadratic Programming Problems

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3009201 ◽

2020 ◽

pp. 1-12

Author(s):

Zhijun Zhang ◽

Song Yang ◽

Lunan Zheng

Keyword(s):

Neural Network ◽

Quadratic Programming ◽

Recurrent Neural Network ◽

Time Varying ◽

Quadratic Programming Problems ◽

Penalty Strategy

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Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic Programming

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3138900 ◽

2022 ◽

pp. 1-10

Author(s):

Jianhua Dai ◽

Xing Yang ◽

Lin Xiao ◽

Lei Jia ◽

Xinwang Liu ◽

...

Keyword(s):

Neural Network ◽

Quadratic Programming ◽

Time Varying ◽

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Discrete-time Zhang neural network and numerical algorithm for time-varying quadratic minimization

2011 IEEE 5th International Conference on Cybernetics and Intelligent Systems (CIS) ◽

10.1109/iccis.2011.6070353 ◽

2011 ◽

Author(s):

Yunong Zhang ◽

Bingguo Mu ◽

Huicheng Zheng

Keyword(s):

Neural Network ◽

Discrete Time ◽

Numerical Algorithm ◽

Time Varying ◽

Quadratic Minimization ◽

Zhang Neural Network

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Simulink comparison of varying-parameter convergent-differential neural-network and gradient neural network for solving online linear time-varying equations

2016 12th World Congress on Intelligent Control and Automation (WCICA) ◽

10.1109/wcica.2016.7578412 ◽

2016 ◽

Author(s):

Zhijun Zhang ◽

Siwei Li ◽

Xiaoyan Zhang

Keyword(s):

Neural Network ◽

Linear Time ◽

Time Varying ◽

Gradient Neural Network

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