شماره ركورد :
18377
عنوان به زبان ديگر :
Single hidden layer artificial neural network models versus multiple linear regression model in forecasting the time series of total ozone
پديد آورندگان :
BANDYOPADHYAY G. نويسنده , CHATTOPADHYAY S. نويسنده
از صفحه :
141
تا صفحه :
149
تعداد صفحه :
9
چكيده لاتين :
Present paper endeavors to develop predictive artificial neural network model for forecasting the mean monthly total ozone concentration over Arosa, Switzerland. Single hidden layer neural network models with variable number of nodes have been developed and their performances have been evaluated using the method of least squaresand errorestimation. Their performances have been comparedwith multiple linear regression model. Ultimately, single-hidden-layer model with 8 hidden nodes have been identified as the best predictive model.
شماره مدرك :
1202345
لينک به اين مدرک :
بازگشت