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...

Celý popis

Podrobná bibliografie

Vydáno v:	Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Ročník 246; s. 118986
Hlavní autoři:	Zhang, Pengfei, Xu, Zhuopin, Wang, Qi, Fan, Shuang, Cheng, Weimin, Wang, Haiping, Wu, Yuejin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 05.02.2021
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!