Solving higher order nonlinear ordinary differential equations with least squares support vector machines

Yanfei Lu;  ; Qingfei Yin; Hongyi Li; Hongli Sun; Yunlei Yang; Muzhou Hou

doi:10.3934/jimo.2019012

Solving higher order nonlinear ordinary differential equations with least squares support vector machines

Journal of Industrial & Management Optimization ◽

10.3934/jimo.2019012 ◽

2020 ◽

Vol 16 (3) ◽

pp. 1481-1502

Author(s):

Yanfei Lu ◽

◽

Qingfei Yin ◽

Hongyi Li ◽

Hongli Sun ◽

...

Keyword(s):

Support Vector Machines ◽

Differential Equations ◽

Least Squares ◽

Ordinary Differential Equations ◽

Higher Order ◽

Support Vector ◽

Nonlinear Ordinary Differential Equations ◽

Vector Machines

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Approximate Solutions to Ordinary Differential Equations Using Least Squares Support Vector Machines

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2012.2202126 ◽

2012 ◽

Vol 23 (9) ◽

pp. 1356-1367 ◽

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Author(s):

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T. Falck ◽

J. A. K. Suykens

Keyword(s):

Support Vector Machines ◽

Differential Equations ◽

Least Squares ◽

Ordinary Differential Equations ◽

Approximate Solutions ◽

Support Vector ◽

Vector Machines

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

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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

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Texture classification by support vector machines with kernels for higher-order Gabor filtering

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10.1109/ijcnn.2004.1381146 ◽

2005 ◽

Cited By ~ 3

Author(s):

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K. Taga

Keyword(s):

Support Vector Machines ◽

Texture Classification ◽

Higher Order ◽

Support Vector ◽

Gabor Filtering ◽

Vector Machines

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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 ◽

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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 ◽

On Line

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

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10.1109/icces.2009.5383287 ◽

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H. M. Khalil ◽

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Keyword(s):

Support Vector Machines ◽

Nonlinear Systems ◽

Least Squares ◽

Support Vector ◽

Vector Machines

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Multiclass Least Squares Wavelet Support Vector Machines

2008 IEEE International Conference on Networking, Sensing and Control ◽

10.1109/icnsc.2008.4525268 ◽

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Author(s):

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Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Vector Machines

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10.1631/jzus.2005.a0440 ◽

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pp. 440-446 ◽

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Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Control Algorithms ◽

Support Vector ◽

Vector Machines

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Sound Source DOA Estimation and Localization in Noisy Reverberant Environments Using Least-Squares Support Vector Machines

Journal of Signal Processing Systems ◽

10.1007/s11265-009-0423-7 ◽

2009 ◽

Vol 63 (3) ◽

pp. 287-300 ◽

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Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Sound Source ◽

Doa Estimation ◽

Support Vector ◽

Reverberant Environments ◽

Vector Machines

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10.1109/chicc.2014.6895821 ◽

2014 ◽

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Author(s):

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Jianquan Shi ◽

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Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Vector Machines

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Insulator ESDD prediction based on least-squares support vector machines

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10.1201/b18611-22 ◽

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Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Vector Machines

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