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Firefly algorithm versus genetic algorithm as powerful variable selection tools and their effect on different multivariate calibration models in spectroscopy: A comparative study.

Published in Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy • Jan 5, 2017
NobleIDNI7P17W05R00S57
Authors:
Khalid A M Attia
,
Mohammed W I Nassar
,
Mohamed B El-Zeiny

Abstract

For the first time, a new variable selection method based on swarm intelligence namely firefly algorithm is coupled with three different multivariate calibration models namely, concentration residual augmented classical least squares, artificial neural network and support vector regression in UV spe...

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