Nonlinear system identification using least squares support vector machine tuned by an adaptive particle swarm optimization

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-015-0403-0 ◽

2015 ◽

Vol 6 (6) ◽

pp. 981-992 ◽

Author(s):

Shuen Wang ◽

Zhenzhen Han ◽

Fucai Liu ◽

Yinggan Tang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Nonlinear System Identification ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Adaptive Particle Swarm Optimization

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Nonlinear System Identification based on Support Vector Machine using Particle Swarm Optimization

2006 SICE-ICASE International Joint Conference ◽

10.1109/sice.2006.315099 ◽

2006 ◽

Author(s):

Byung-hwa Lee ◽

Sang-un Kim ◽

Jin-wook Seok ◽

Sangchul Won

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

System Identification ◽

Nonlinear System ◽

Nonlinear System Identification ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization

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Identification of Wiener Model Using Least Squares Support Vector Machine Optimized by Adaptive Particle Swarm Optimization

Journal of Control Automation and Electrical Systems ◽

10.1007/s40313-015-0207-1 ◽

2015 ◽

Vol 26 (6) ◽

pp. 609-615 ◽

Author(s):

Juhai Ma ◽

Liheng Zhao ◽

Zhenzhen Han ◽

Yinggan Tang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Least Squares ◽

Particle Swarm ◽

Support Vector ◽

Wiener Model ◽

Swarm Optimization ◽

Adaptive Particle Swarm Optimization

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Slope stability analysis based on quantum-behaved particle swarm optimization and least squares support vector machine

Applied Mathematical Modelling ◽

10.1016/j.apm.2015.03.032 ◽

2015 ◽

Vol 39 (17) ◽

pp. 5253-5264 ◽

Author(s):

Bo Li ◽

Duanyou Li ◽

Zhijun Zhang ◽

Shengmei Yang ◽

Fan Wang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Stability Analysis ◽

Slope Stability ◽

Least Squares ◽

Particle Swarm ◽

Slope Stability Analysis ◽

Support Vector ◽

Swarm Optimization

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Nonlinear System Identification Using Least Squares Support Vector Machine

Third International Conference on Natural Computation (ICNC 2007) ◽

10.1109/icnc.2007.505 ◽

2007 ◽

Author(s):

Hua Liang ◽

Jinya Song ◽

Bolin Wang

Keyword(s):

Support Vector Machine ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Nonlinear System Identification ◽

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Nonlinear System Identification Based on Radial Basis Function Neural Network Using Improved Particle Swarm Optimization

2009 Fifth International Conference on Natural Computation ◽

10.1109/icnc.2009.233 ◽

2009 ◽

Author(s):

Ji Zhao ◽

Wei Chen ◽

Wenbo Xu

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

System Identification ◽

Nonlinear System ◽

Radial Basis Function ◽

Basis Function ◽

Nonlinear System Identification ◽

Particle Swarm ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization

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Nonlinear System Identification Using Clonal Particle Swarm Optimization-based Functional Link Artificial Neural Network

Computational Vision and Robotics - Advances in Intelligent Systems and Computing ◽

10.1007/978-81-322-2196-8_11 ◽

2015 ◽

pp. 89-96 ◽

Author(s):

Kumar Gaurav ◽

Sudhansu Kumar Mishra

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Particle Swarm Optimization ◽

System Identification ◽

Nonlinear System ◽

Nonlinear System Identification ◽

Particle Swarm ◽

Functional Link ◽

Swarm Optimization ◽

Artificial Neural

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Prediction Model of Filter Cake Moisture in Ceramic Production by Least Squares Support Vector Machine based on Particle Swarm Optimization

2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac47372.2019.8997832 ◽

2019 ◽

Author(s):

Ruiqing Yongheng Hu ◽

Xiaohong Wang ◽

Qingjin Meng ◽

Ziming Wang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Prediction Model ◽

Least Squares ◽

Filter Cake ◽

Particle Swarm ◽

Ceramic Production ◽

Support Vector ◽

Swarm Optimization ◽

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Automatic configuration of optimized sample-weighted least-squares support vector machine by particle swarm optimization for multivariate spectral analysis

Analytical Methods ◽

10.1039/b9ay00250b ◽

2010 ◽

Vol 2 (3) ◽

pp. 282 ◽

Author(s):

Hai-Yan Fu ◽

Hai-Long Wu ◽

Hong-Yan Zou ◽

Li-Juan Tang ◽

Lu Xu ◽

...

Keyword(s):

Support Vector Machine ◽

Spectral Analysis ◽

Particle Swarm Optimization ◽

Least Squares ◽

Weighted Least Squares ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization

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Modeling and Compensation of Random Drift of MEMS Gyroscopes Based on Least Squares Support Vector Machine Optimized by Chaotic Particle Swarm Optimization

Sensors ◽

10.3390/s17102335 ◽

2017 ◽

Vol 17 (10) ◽

pp. 2335 ◽

Author(s):

Haifeng Xing ◽

Bo Hou ◽

Zhihui Lin ◽

Meifeng Guo

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Least Squares ◽

Particle Swarm ◽

Support Vector ◽

Random Drift ◽

Swarm Optimization ◽

Mems Gyroscopes ◽

Chaotic Particle Swarm Optimization

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Optimized least-squares support vector machine for predicting aero-optic imaging deviation based on chaotic particle swarm optimization

Optik ◽

10.1016/j.ijleo.2019.163215 ◽

2020 ◽

Vol 206 ◽

pp. 163215

Author(s):

Yuyang Wu ◽

Wei Xue ◽

Liang Xu ◽

Xiang Guo ◽

Deting Xue ◽

...

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Least Squares ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Chaotic Particle Swarm Optimization

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