Prediction of milk protein content based on improved sparrow search algorithm and optimized back propagation neural network

The quality of milk is largely determined by the protein content. The feasibility of predicting the protein content of milk by hyperspectral image has attracted more attentions from researchers for minor detection cost and high efficiency. In this paper, a prediction modeling method based on improve...

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Veröffentlicht in:	Spectroscopy letters Jg. 55; H. 4; S. 229 - 239
Hauptverfasser:	Liu, Jiangping, Hu, Pengwei, Xue, Heru, Pan, Xin, Chen, Chen
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Abingdon Taylor & Francis 21.04.2022 Taylor & Francis Ltd
Schlagworte:	Adaptive sampling Algorithms Back propagation Back propagation networks back propagation neural network Hyperspectral imaging improved sparrow search algorithm Infrared imaging Neural networks Optimization Prediction models Prediction of milk protein Propagation Proteins Search algorithms spectral analysis
ISSN:	0038-7010, 1532-2289
Online-Zugang:	Volltext
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