Title :
Study on the Model of Demand Forecasting Based on Artificial Neural Network
Author :
Ying, Zhu ; Hanbin, Xiao
Author_Institution :
Sch. of Logistics Eng., Wuhan Univ. of Technol., Wuhan, China
Abstract :
The issue of the modeling for the distribution management based on demand forecasting. ANN model is applied to the field of demand forecasting. The modeling of market demand forecasting is built using BP algorithm. The model of forecasting is established by Simulation model of MATLAB. Based on them, a simple numerical example is given to test and forecast with three-layer BP network model.
Keywords :
backpropagation; demand forecasting; mathematics computing; neural nets; MATLAB; artificial neural network; distribution management; market demand forecasting; three-layer BP network model; Artificial neural networks; Demand forecasting; Marketing and sales; Mathematical model; Neurons; Predictive models; Training; Artificial Neural Network (ANN); Demand Forecasting; Simulink; Supply Chain;
Conference_Titel :
Distributed Computing and Applications to Business Engineering and Science (DCABES), 2010 Ninth International Symposium on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7539-1
DOI :
10.1109/DCABES.2010.83
