Parameters optimization of ε-support vector regression machine based on differential evolution algorithm

Journal of Computer Applications ◽

10.3724/sp.j.1087.2008.02074 ◽

2008 ◽

Vol 28 (8) ◽

pp. 2074-2076 ◽

Author(s):

Jin-lin WANG

Keyword(s):

Differential Evolution ◽

Support Vector Regression ◽

Differential Evolution Algorithm ◽

Parameters Optimization ◽

Support Vector ◽

Evolution Algorithm

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Parameter Selection of Support Vector Regression Machine Based on Differential Evolution Algorithm

2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery ◽

10.1109/fskd.2009.846 ◽

2009 ◽

Author(s):

Qing Yu ◽

Ying Liu ◽

Feng Rao

Keyword(s):

Differential Evolution ◽

Support Vector Regression ◽

Differential Evolution Algorithm ◽

Parameter Selection ◽

Support Vector ◽

Evolution Algorithm ◽

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An annual load forecasting model based on support vector regression with differential evolution algorithm

Applied Energy ◽

10.1016/j.apenergy.2012.01.010 ◽

2012 ◽

Vol 94 ◽

pp. 65-70 ◽

Author(s):

Jianjun Wang ◽

Li Li ◽

Dongxiao Niu ◽

Zhongfu Tan

Keyword(s):

Differential Evolution ◽

Support Vector Regression ◽

Load Forecasting ◽

Differential Evolution Algorithm ◽

Support Vector ◽

Forecasting Model ◽

Model Based ◽

Evolution Algorithm

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Research on the Optimized Support Vector Regression Machines Based on the Differential Evolution Algorithm

2009 International Conference on Information Engineering and Computer Science ◽

10.1109/iciecs.2009.5365295 ◽

2009 ◽

Author(s):

MingDa Wang ◽

LaiBin Zhang ◽

Wei Liang ◽

YingChun Ye

Keyword(s):

Differential Evolution ◽

Support Vector Regression ◽

Differential Evolution Algorithm ◽

Support Vector ◽

Evolution Algorithm

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Accurate prediction of continuous blood glucose based on support vector regression and differential evolution algorithm

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2018.02.005 ◽

2018 ◽

Vol 38 (2) ◽

pp. 362-372 ◽

Author(s):

Takoua Hamdi ◽

Jaouher Ben Ali ◽

Véronique Di Costanzo ◽

Farhat Fnaiech ◽

Eric Moreau ◽

...

Keyword(s):

Blood Glucose ◽

Differential Evolution ◽

Support Vector Regression ◽

Differential Evolution Algorithm ◽

Accurate Prediction ◽

Support Vector ◽

Evolution Algorithm

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Research of least squares support vector regression based on differential evolution algorithm in short-term load forecasting model

Journal of Renewable and Sustainable Energy ◽

10.1063/1.4900552 ◽

2014 ◽

Vol 6 (5) ◽

pp. 053137 ◽

Author(s):

Wei Sun ◽

Yi Liang

Keyword(s):

Differential Evolution ◽

Least Squares ◽

Support Vector Regression ◽

Load Forecasting ◽

Differential Evolution Algorithm ◽

Support Vector ◽

Forecasting Model ◽

Short Term Load Forecasting ◽

Evolution Algorithm

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Tunneling parameters optimization based on multi-objective differential evolution algorithm

Soft Computing ◽

10.1007/s00500-020-05392-8 ◽

2020 ◽

Author(s):

Hongyuan Wang ◽

Jingcheng Wang ◽

Yaqi Zhao ◽

Haotian Xu

Keyword(s):

Differential Evolution ◽

Differential Evolution Algorithm ◽

Parameters Optimization ◽

Multi Objective ◽

Evolution Algorithm

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China's coal consumption forecasting using adaptive differential evolution algorithm and support vector machine

Resources Policy ◽

10.1016/j.resourpol.2021.102287 ◽

2021 ◽

Vol 74 ◽

pp. 102287

Author(s):

Shi Mengshu ◽

Huang Yuansheng ◽

Xu Xiaofeng ◽

Liu Dunnan

Keyword(s):

Support Vector Machine ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Support Vector ◽

Coal Consumption ◽

Adaptive Differential Evolution ◽

Evolution Algorithm

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Support vector machine classification prediction model based on improved chaotic differential evolution algorithm

2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

10.1109/fskd.2017.8392940 ◽

2017 ◽

Author(s):

Yaxin Hou ◽

Xiangqian Ding ◽

Ruichun Hou

Keyword(s):

Support Vector Machine ◽

Prediction Model ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Support Vector ◽

Model Based ◽

Support Vector Machine Classification ◽

Evolution Algorithm ◽

Classification Prediction

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Design-Parameters Optimization of a Deep-Groove Ball Bearing for Different Boundary Dimensions, Employing Amended Differential Evolution Algorithm

IFIP Advances in Information and Communication Technology - Artificial Intelligence Applications and Innovations ◽

10.1007/978-3-030-19823-7_17 ◽

2019 ◽

pp. 213-222

Author(s):

Parthiv B. Rana ◽

Jigar L. Patel ◽

D. I. Lalwani

Keyword(s):

Differential Evolution ◽

Ball Bearing ◽

Differential Evolution Algorithm ◽

Parameters Optimization ◽

Design Parameters ◽

Deep Groove ◽

Deep Groove Ball Bearing ◽

Evolution Algorithm

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Optimization of SCR Denitration Spraying Based on Support Vector Machine and Differential Evolution Algorithm

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/218/1/012130 ◽

2019 ◽

Vol 218 ◽

pp. 012130

Author(s):

Haishan Li ◽

Yan Zheng ◽

Yongjun Xia ◽

Liu Fasheng

Keyword(s):

Support Vector Machine ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Support Vector ◽

Evolution Algorithm

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