The back-propagation algorithm used in artificial neural networks was usled to predict the boiling points of the fluorine-chlorine-substituted ethane derivatives.Using two inertia terms for adjustment of weights and a...The back-propagation algorithm used in artificial neural networks was usled to predict the boiling points of the fluorine-chlorine-substituted ethane derivatives.Using two inertia terms for adjustment of weights and automatic learning step control,the network used a short time for learning.The program was written in FORTRAN.The compiler is NDP FORTRAN.展开更多
Artificial neural network models were used to investigate the density,viscosity and excess molar volume of a ternary mixture.The results were satisfactory when compared with the experimental values.This method was eas...Artificial neural network models were used to investigate the density,viscosity and excess molar volume of a ternary mixture.The results were satisfactory when compared with the experimental values.This method was easy in operation and rapid in prediction comparing with the traditional thermodynamical methods based on empirical or semiempirical equations.It can be used as a unified method for the property prediction of multicomponent mixture.展开更多
文摘The back-propagation algorithm used in artificial neural networks was usled to predict the boiling points of the fluorine-chlorine-substituted ethane derivatives.Using two inertia terms for adjustment of weights and automatic learning step control,the network used a short time for learning.The program was written in FORTRAN.The compiler is NDP FORTRAN.
文摘Artificial neural network models were used to investigate the density,viscosity and excess molar volume of a ternary mixture.The results were satisfactory when compared with the experimental values.This method was easy in operation and rapid in prediction comparing with the traditional thermodynamical methods based on empirical or semiempirical equations.It can be used as a unified method for the property prediction of multicomponent mixture.
