The performance of simulated annealing in parameter estimation for vapor-liquid equilibrium modeling
AUTOR(ES)
Bonilla-Petriciolet, A., Bravo-Sánchez, U. I., Castillo-Borja, F., Zapiain-Salinas, J. G., Soto-Bernal, J. J.
FONTE
Brazilian Journal of Chemical Engineering
DATA DE PUBLICAÇÃO
2007-03
RESUMO
In this paper we report the application and evaluation of the simulated annealing (SA) optimization method in parameter estimation for vapor-liquid equilibrium (VLE) modeling. We tested this optimization method using the classical least squares and error-in-variable approaches. The reliability and efficiency of the data-fitting procedure are also considered using different values for algorithm parameters of the SA method. Our results indicate that this method, when properly implemented, is a robust procedure for nonlinear parameter estimation in thermodynamic models. However, in difficult problems it still can converge to local optimums of the objective function.
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