Výsledky vyhledávání - particle swarm optimization support vector regression (PSO-SVR) calibration algorithm

Design of a Contactless Torque Measurement System Based on the Photoelectric Conversion Principle Autor Xia, Kun, Li, Ruikai, Jin, Tao, Yuan, Qingqing, Du, Yao

“… This system establishes a correspondence between torque measurements and standard values and uses a particle swarm optimization…”
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Development of particle swarm optimization–support vector regression (PSO‐SVR) coupled with microwave plasma torch–atomic emission spectrometry for quality control of ginsengs Autor Ying, Yangwei, Jin, Wei, Yu, Haixiang, Yu, Bingwen, Shan, Jin, Lv, Shaowu, Zhu, Dan, Jin, Qinhan, Mu, Ying

“… In this paper, particle swarm optimization–support vector regression combined with microwave plasma torch…”
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Improved CEEMDAN and PSO-SVR Modeling for Near-Infrared Noninvasive Glucose Detection Autor Li, Xiaoli, Li, Chengwei

“… are selected to reconstruct spectroscopy signals for developing the calibration model using the support vector regression (SVR) method…”
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Performance analysis on liquid-cooled battery thermal management for electric vehicles based on machine learning Autor Tang, Xingwang, Guo, Qin, Li, Ming, Wei, Changhua, Pan, Zhiyao, Wang, Yongqiang

“…, and the insensitive loss coefficient ε) of SVR model, particle swarm optimization (PSO) algorithm is introduced to optimize above three parameters…”
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Input features and parameters optimization improved the prediction accuracy of support vector regression models based on colorimetric sensor data for detection of aflatoxin B1 in corn Autor Liu, Tao, Jiang, Hui, Chen, Quansheng

“… The characteristic color component combination of the colorimetric sensor was effectively mined by the SRCFS-SVR algorithm, and the PSO-SVR model based on the optimized characteristic combination…”
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Construction and Performance Evaluation of Grain Porosity Prediction Models Based on Metaheuristic Algorithms and Machine Learning Autor Chen, Jiahao, Li, Jiaxin, Zheng, Deqian, Liu, Chaosai, Zhao, Runmei, Zhang, Jiayi

“… Four meta-heuristic algorithms (i.e., Particle Swarm Optimization (PSO), Sine Cosine Algorithm (SCA…”
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Micro-NIR spectrometer for quality assessment of tea: Comparison of local and global models Autor Wang, Yu-Jie, Li, Tie-Han, Li, Lu-Qing, Ning, Jing-Ming, Zhang, Zheng-Zhu

“… Different spectral preprocessing methods were combined with linear partial-least squares regression and nonlinear support vector machine regression (SVR…”
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Rapid quantitative assessment of lipid oxidation in a rapeseed oil-in-water (o/w) emulsion by three-dimensional fluorescence spectroscopy Autor Gu, Haiyang, Lv, Riqin, Huang, Xingyi, Chen, Quansheng, Dong, Yining

“…) coupled with genetic algorithm (GA-SVR), search method (GRID-SVR), and particle swarm optimization (PSO-SVR…”
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