DocumentCode
2064414
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
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
382
Lastpage
386
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/DCABES.2010.83
Filename
5571635
Link To Document