Title :
Risk Assessment of Supply Chain Based on BP Neural Network
Author :
Wang, Ying ; Huang, Lei
Author_Institution :
Sch. of Econ. & Manage., Beijing jiaotong Univ., Beijing, China
fDate :
Nov. 30 2009-Dec. 1 2009
Abstract :
This paper discusses risk assessment of supply chain based on BP neural network. The risk assessment procedure is discussed and after the risk factors of supply chain identification and analysis, the risk assessment model is built with BP neural network. Through training of the model using MATLAB neural network toolbox and testing the model shows the preciseness and comprehensive practicability.
Keywords :
backpropagation; mathematics computing; neural nets; risk management; supply chain management; BP neural network; MATLAB neural network toolbox; risk assessment; supply chain; Economic forecasting; Environmental economics; Knowledge acquisition; Logistics; Mathematical model; Neural networks; Risk analysis; Risk management; Supply chain management; Supply chains; BP neural network; risk assessment; supply chain risk;
Conference_Titel :
Knowledge Acquisition and Modeling, 2009. KAM '09. Second International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3888-4
DOI :
10.1109/KAM.2009.232
