A new non-parametric approach for suppliers selection
Subject Areas : Applied MathematicsA. Hadi-Vencheh 1 , M. Niazi-Motlagh 2
1 - Islamic Azad University, Khorasgan Branch, Isfahan, Iran.
2 - Islamic Azad University, Khorasgan Branch, Isfahan, Iran.
Keywords: Non-parametric model, Supplier selection,
Abstract :
In this paper we propose a simple non-parametric model for multiple crite-ria supplier selection problem. The proposed model does not generate a zeroweight for a certain criterion and ranks the suppliers without solving the modeln times (one linear programming (LP) for each supplier) and therefore allowsthe manager to get faster results. The methodology is illustrated using anexample.
[1] C. Araz and I. Ozkarahan, Supplier evaluation and management system
for strategic sourcing based on a new multicriteria sorting procedure,
International Journal of Production Economics, 106 (2007), 585{606.
[2] A. F. Gunery, A. Yucel and G. Ayyildiz, An integrated fuzzy-LP approach
for a supplier selection problem in supply chain management, Expert
System with Applications, 36 (2008), 9223{9228.
[3] F. Liu, F. Y. Ding and V. Lall , Using data envelpment analysis to
compare suppliers for supplier selection and performance improvement,
Supply Chain Management, 5 (2000), 143{150.
[4] A. Mandal and S. G. Deshmukh, Vendor selection using interpretive
structural modelling (ISM), International Journal of Operations and
Production Management, 14 (1994), 52{59.
[5] W. L. Ng, An ecient and simple model for multiple criteria supplier
selection problem, European Journal of Operational Research, 186 (2008),
1059{1067.
[6] J. Seydel, Supporting the paradigm shift in vendor selection: Multicriteria
methods for sole sourcing, Managerial Finance, 31 (2005), 49{64.
[7] R. J. Vokurka, J. Choobineh and L. Vadi, A prototype expert system for
the evaluation and selection of potential suppliers, International Journal
of Operations and Production Management, 16 (1996), 106-127.
[8] C. A. Weber, A data envelopment analysis approach to measuring vendor
performance, Supply Chain Management, 1 (1996), 28{39.
[9] C. A. Weber, J. R. Current and A. Desai, Non-cooperative negotiation
strategies for vendor selection, European Journal of Operational Research,
108 (1998), 208{223.
[10] C. A. Weber, J. R. Current and A. Desai, An optimization approach to
determining the number of vendors to employ, Supply Chain Management,
5 (2000), 90{98.
[11] D. J. Zhang, K. Zhang, K. Lai and Y. Lu, An novel approach to
supplier selection based on vague sets group decision, Expert System with
Applications, 36 (2009), 9557{9563.