Simultaneous spectrophotometric determination of Ga(III) and Tl(III) by using genetic algorithm based on wavelength selection-partial least squares regression

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• 作者：J. Zolgharnein (1)
  N. Asanjarani (1)
  G. Azimi (2)
  J. Ghasemi (3)
  
  1. Department of Chemistry ; Faculty of Science ; Arak University ; Arak ; 38156-876 ; Iran
  2. Department of Chemistry ; Faculty of Science ; Isfahan University ; Isfahan ; 81746-73441 ; Iran
  3. Department of Chemistry ; Faculty of Science ; Khajeh_Nasir Toosi University of Technology ; Tehran ; Iran
  
• 关键词：Ga(III) ; Tl(III) ; simultaneous determination ; PLS ; GA ; PLS
• 刊名：Journal of Analytical Chemistry
• 出版年：2015
• 出版时间：February 2015
• 年：2015
• 卷：70
• 期：2
• 页码：148-153
• 全文大小：315 KB
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• 刊物类别：Chemistry and Materials Science
• 刊物主题：Chemistry
  Analytical Chemistry
  Russian Library of Science
  
• 出版者：MAIK Nauka/Interperiodica distributed exclusively by Springer Science+Business Media LLC.
• ISSN：1608-3199

文摘

A method for simultaneous spectrophotometric determination of Ga(III) and Tl(III) based on their complexes with 4-(2-pyridylazo)-resorcinol (PAR) is proposed. The results of simultaneous determinations in mixture were obtained by using partial least squares regression (PLS) and genetic algorithm-partial least squares regression (GA-PLS). Moreover, the comparison between them has been conducted. The relative errors of prediction for Ga(III) and Tl(III) were calculated to be 4.98, 8.84 from PLS and 4.83, 4.82 due to running GA-PLS respectively. The pH effect on the sensitivity and selectivity was studied according to the net analyte signal (NAS) approach. The pH was selected at 5.5 as the optimum value to compromise the sensitivity and selectivity of these metal ions. As a consequence, the GA-PLS shows better prediction ability over full spectrum of PLS.