A novel variable selection method based on combined moving window and intelligent optimization algorithm for variable selection in chemical modeling

We propose a new wavelength selection algorithm based on combined moving window (CMW) and variable dimension particle swarm optimization (VDPSO) algorithm. CMW retains the advantages of the moving window algorithm, and different windows can overlap each other to realize automatic optimization of spe...

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Bibliographic Details

Published in:	Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Vol. 246; p. 118986
Main Authors:	Zhang, Pengfei, Xu, Zhuopin, Wang, Qi, Fan, Shuang, Cheng, Weimin, Wang, Haiping, Wu, Yuejin
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 05.02.2021
Subjects:	Intelligent optimization algorithm Multivariate calibration Near-infrared spectroscopy Particle swarm optimization Variable selection Intelligent optimization algorithm Particle swarm optimization Multivariate calibration Variable selection Near-infrared spectroscopy
ISSN:	1386-1425, 1873-3557, 1873-3557
Online Access:	Get full text
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