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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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Abstract

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.

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Authors and Affiliations

  1. Department of Chemistry, Faculty of Science, Arak University, Arak, 38156-876, Iran

    J. Zolgharnein & N. Asanjarani

  2. Department of Chemistry, Faculty of Science, Isfahan University, Isfahan, 81746-73441, Iran

    G. Azimi

  3. Department of Chemistry, Faculty of Science, Khajeh_Nasir Toosi University of Technology, Tehran, Iran

    J. Ghasemi

Authors
  1. J. Zolgharnein
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  2. N. Asanjarani
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  3. G. Azimi
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  4. J. Ghasemi
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Correspondence to J. Zolgharnein.

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Zolgharnein, J., Asanjarani, N., Azimi, G. et al. Simultaneous spectrophotometric determination of Ga(III) and Tl(III) by using genetic algorithm based on wavelength selection-partial least squares regression. J Anal Chem 70, 148–153 (2015). https://doi.org/10.1134/S1061934815020070

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  • DOI: https://doi.org/10.1134/S1061934815020070

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