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An Integrated DEA-NN Method for Supplier Performance Evaluation

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2 Author(s)
Yuewei Tong ; Inst. of Syst. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China ; Minghui Yu

Supplier performance evaluation is a key issue of supply chain and is complicated since a variety of attributes must be considered. In this article, an integrated DEA-NN model is proposed. By taking advantages from both data envelopment analysis (DEA) and neural networks (NN), an application of the integrated DEA-NN method is given. The results indicate that the method is effective and applicable.

Published in:

Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on

Date of Conference:

28-29 Oct. 2010