Research on gas concentration identification based on sparrow search algorithm optimization SVR

To address the challenge of quantitatively identifying mixed gases, we developed a gas concentration identification algorithm based on the sparrow search algorithm (SSA) and optimized support vector regression (SVR). The Tent chaotic mapping operator is employed to initialize the population, enhanci...

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Bibliographic Details

Published in:	International journal on smart sensing and intelligent systems Vol. 18; no. 1
Main Authors:	Zhang, Yuanman, Zou, Yanan, Wu, Qingyun
Format:	Journal Article
Language:	English
Published:	Sydney Sciendo 01.01.2025 De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
Subjects:	electronic nose gas concentration prediction gas sensor array Genetic algorithms Optimization Search algorithms sparrow search algorithm Support vector machines support vector regression
ISSN:	1178-5608, 1178-5608
Online Access:	Get full text
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