Characteristic wavelength optimization for partial least squares regression using improved flower pollination algorithm

• Main Authors: Pauline Ong, Pauline Ong, Jinbao Jian, Jinbao Jian, Jianghua Yin, Jianghua Yin, Guodong Ma, Guodong Ma
• Format: Article
• Language: English
• Published: Elsevier 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/10158/1/J16308_a58a04fb74a4c20d3aa9da2a1947e460.pdf; http://eprints.uthm.edu.my/10158/; https://doi.org/10.1016/j.saa.2023.123095

Wavelength selection is crucial to the success of near-infrared (NIR) spectroscopy analysis as it considerably improves the generalization of the multivariate model and reduces model complexity. This study proposes a new wavelength selection method, interval flower pollination algorithm (iFPA), fo...