W. Kaminski et E. Tomczak, APPLICATION OF GENETIC ALGORITHMS IN CHEM ICAL AND PROCESS ENGINEERING, Inzynieria Chemiczna i Procesowa, 19(1), 1998, pp. 281-295
A basic information concerned with genetic algorithms was presented. A
modified genetic algorithm (GA) has been proposed. The modified algor
ithm was verified using testing functions. As an example of the GA app
licability, the identification of degradation kinetics of vitamin C wa
s considered. Experimental data for a convective dryer with air flowin
g over the material were used. The genetic algorithm was also used to
search weights in the artificial neural network designed for smoothing
of experimental data The data smoothing effect was illustrated on the
example of drying of green peas in a vibrofluidized-bed dryer.