Published Dec 10, 2012
Rakesh Verma Saroj Koul


In the ever-changing business world, appropriate vendor selection can be crucial in supply chain management. Dynamic models supporting vendors over time are not always crisp; rather they involve a high degree of fuzziness and uncertainty in real life situations. This paper proposes a dynamic model with uncertainty based on Fuzzy AHP for long-term strategic vendor selection problems. The selection of partnership suppliers is illustrated by this methodology.



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Analytic Hierarchy Process, AHP, Dynamic model, Fuzzy Sets, Supply Chain Management

Barbarosoglu, G., and Yazgac, T. (1997). An application of the analytic hierarchy process
to the supplier selection problem. Production and Inventory Management Journal, 38(1),
Bellman, R.E., and Zadeh, L.A. (1970). Decision making in a fuzzy environment.
Management Sciences, 17, 141-164.
Benyoucef, M., and Canbolat, M. (2007). Fuzzy AHP-based supplier selection in eprocurement.
International Journal of Services and Operations Management, 3(2), 172 –
Buckley J.J., Feuring T., and Hayashi Y., (2001). Fuzzy hierarchical analysis revisited.
European Journal of Operational Research, 129, 48-64.
Chan, F.T.S. and Kumar, N. (2007) Global supplier development considering risk factors
using fuzzy extended AHP-based approach, Omega, 35( 4), 417-431.
Chang, D. (1996). Application of the extent analysis method on fuzzy AHP. European
Journal of Operational Research, 95, 649-655.
Chen, C.T., Ching-T.L., and Huang, S.F. (2006). A fuzzy approach for supplier evaluation
and selection in supply chain management. International Journal of Production Economics,
102(2), 289-301.
Degraeve, Z., Labro, E., & Roodhooft, F., (2000). An evaluation of vendor selection
models from a total cost of ownership perspective. European Journal of Operational
Research, 125, 34-58.
Dickson, G., (1966). An analysis of vendor selection systems and decisions. Journal of
Purchasing, 2(1), 5-17.
Hartley, J.L., & Choi, T.Y., (1996). Supplier development: Customer as a catalyst of
process change. Business Horizons, 39(4), 37-40.
Heizer, J.& Render, B. (2001). Operations Management. Upper Saddle River: Prentice
Hall, 431-457.
Kahraman C., Cebeci, U., and Ruan, D. (2004) Multi-attribute comparison of catering
service companies using fuzzy AHP: the case of Turkey. International Journal of
Production Economics, 87, 171–184.
Leung, L.C., and Cao, D. (2000). Theory and Methodology, on consistency and ranking
of alternatives in fuzzy AHP. European Journal of Operational Research, 124, 102-113.
Mandal, A., and Deshmukh, S.G. (1994). Vendor selection using interpretive structural
modeling. International Journal of Operations & Production Management, 14 (6), 52-59.
Motwani, J., Youssef, M., Kathawala, Y., and Futch, E. (1999). Supplier selection in
developing countries: a model development. Integrated Manufacturing System, 10(3),
Muralidharan, C., Anantharaman, N., and Deshmukh, S.G. (2002). A multi-criteria group
decision-making model for supplier rating. The Journal of Supply Chain Management,
Fall, 22-33.
Min, H., (1994). International Supplier Selection. International Journal of Physical
Distribution & Logistics Management, 24(5), 24-33.
Noci, G., & Toletti, G., (2000). Selecting quality-based programmes in small firms: A
comparison between the fuzzy linguistic approach and the analytic hierarchy process.
International Journal of Production Economics, 67, 113-133.
Oliveira, R.C., & Lourenço, J.C., (2002). A multi-criteria model for assigning new orders
to service suppliers. European Journal of Operational Research, 139(2), 390-399.
Saaty, T.L. (1980). The Analytical Hierarchy Process. New York, NY: McGraw-Hill.
Saaty, T.L and Tran, L. T., (2007). On the invalidity of fuzzifying numerical judgments
in the Analytic Hierarchy Process. Mathematical and Computer Modelling, 46(7-8), 962
– 975.
Tolga, E., Demircan, M. L. & Kahraman, C. (2005) Operating System Selection Using
Fuzzy Replacement Analysis and Analytic Hierarchy Process. International Journal of
Production Economics, 97, 89-117.
Weber, C. A., Current, J. R., & Desai, A. (2000). An optimization approach to
determining the number of vendors to employ. Supply Chain Management: An
International Journal, 2(5), 90-98.
Yan, H., Yu, Z., & Cheng, T.C.E. (2003). A Strategic model for supply chain design with
logical constraints: Formulation and solution. Computers & Operations Research, 30(14),
Youssef, M.A., Zairi, M., & Mohanty, B. (1996). Supplier selection in an advanced
manufacturing technology environment: an optimization model. Benchmarking for
Quality Management & Technology, 3(4), 60-72.
Zadeh, L.A., (1965). Fuzzy Sets. Information and Control, 8, 338-353.
Zaim, S., Sevkli,M. and Tarim,M. (2003). Fuzzy analytic hierarchy based approach for
supplier selection, Journal of Euromarketing, 12(3/4), 147-176.
Zimmermann, H.J. (1991). Fuzzy Set Theory and Its Applications. Dordrecht: Kluwer
Academic Publishers.