Química Nova (Jan 2012)

Uso de redes neurais recorrentes na determinação das constantes de acidez para a 7-epiclusianona em misturas etanol-água

  • Éderson D' Martin Costa,
  • Nelson Henrique Teixeira Lemes,
  • Marcelo Henrique dos Santos,
  • João Pedro Braga

DOI
https://doi.org/10.1590/S0100-40422012000100017
Journal volume & issue
Vol. 35, no. 1
pp. 91 – 96

Abstract

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This work propose a recursive neural network to solve inverse equilibrium problem. The acidity constants of 7-epiclusianone in ethanol-water binary mixtures were determined from multiwavelength spectrophotmetric data. A linear relationship between acidity constants and the %w/v of ethanol in the solvent mixture was observed. The proposed method efficiency is compared with the Simplex method, commonly used in nonlinear optimization techniques. The neural network method is simple, numerically stable and has a broad range of applicability.

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