Title: A new model for suppliers ranking in the presence of both dual-role factors and undesirable outputs
Authors: Mahdi Mahdiloo; Abdollah Noorizadeh; Reza Farzipoor Saen
Addresses: Griffith Business School, Gold Coast Campus, Griffith University, QLD 4222, Australia ' Department of Industrial Management, Lappeenranta University of Technology, P.O. Box 20, 53851 Lappeenranta, Finland ' Department of Industrial Management, Faculty of Management and Accounting, Karaj Branch, Islamic Azad University, P.O. Box 31485-313, Karaj, Iran
Abstract: Supplier selection with its proved importance on the successes of the buyer company is given a careful attention in the academic and real world applications. Due to the multiple criteria nature of the supplier selection problem, multiple criteria decision making (MCDM) tools like data envelopment analysis (DEA) are frequently used. However, analysts may face some criteria (e.g., undesirable outputs and dual-role factors) which cannot be modelled in a normal way in DEA. The objective of this paper is to discuss these issues in supplier selection context and consider them in a single model. Moreover, the final supplier selection model of this paper is run with a virtual decision making unit (DMU) which dominate other DMUs. The presence of such a DMU increases discrimination power of the model.
Keywords: data envelopment analysis; DEA; supplier selection; dual-role factors; undesirable outputs; multicriteria decision making; MCDM; modelling; decision making units; virtual DMUs.
International Journal of Logistics Systems and Management, 2013 Vol.15 No.1, pp.93 - 107
Published online: 10 Apr 2013 *Full-text access for editors Access for subscribers Purchase this article Comment on this article