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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Vydané v:	Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Ročník 246; s. 118986
Hlavní autori:	Zhang, Pengfei, Xu, Zhuopin, Wang, Qi, Fan, Shuang, Cheng, Weimin, Wang, Haiping, Wu, Yuejin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 05.02.2021
Predmet:	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
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