Title :
A supplier-selecting system using a neural network
Author :
Wei, Siying ; Zhang, Jinlong ; Li, Zhicheng
Author_Institution :
Coll. of Bus. & Manage., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Supplier selection is more and more important to all enterprises. The key to enhancing the quality of decision making in the supplier selection function is to take advantage of the powerful computer related concepts, tools and techniques that have become available in the last few years. A system that applies a technique with neural networks to select suppliers is described. The performance history, quality history, geography and price of a supplier are selected as determinant factors effecting the supplier selection. Considering the features of supplier selection and neural network models, a backpropagation neural network that includes a hidden layer is used to help selection decision
Keywords :
backpropagation; business data processing; neural nets; backpropagation neural network; computer related concepts; decision making; geography; neural network; neural network models; performance history; quality history; selection decision; supplier selecting system; supplier selection; supplier selection function; Contracts; Costs; Educational institutions; History; Marine vehicles; Neural networks; Production;
Conference_Titel :
Intelligent Processing Systems, 1997. ICIPS '97. 1997 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4253-4
DOI :
10.1109/ICIPS.1997.672825