Abstract
Most companies today depend on outsourcing to build their products. Outsourcing strategy has shown its effectiveness in increasing organizational profits through the development of better products when outsourced from the right supplier. The decision to outsource is made by a company’s procurement or purchasing department. The decision involves many factors, and it gets more complex as the number of factors increases.
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Abbreviations
- AD:
-
Affinity Diagram
- AHP:
-
Analytical Hierarchy Process
- CA:
-
Cluster Analysis
- VIKOR:
-
Vlse Kriterijumska Optimizacija Kompromisno Resenje
References
Barla, S. B. (2003). A case study of supplier selection for lean supply by using a mathematical model. Logistics Information Management, 16(6), 451–459.
Bayo-Moriones, A., Bello-Pintado, A., & Merino-Díaz-de-Cerio, J. (2011). Quality assurance practices in the global supply chain: the effect of supplier localisation. International Journal of Production Research, 49(1), 255–268.
Chan, F. T. S., & Chan, H. K. (2004). Development of the supplier selection model—a case study in the advanced technology industry. Proceedings of the Institution of Mechanical Engineers Part B - Journal of Engineering Manufacture, 218(12), 1807–1824.
Chen, L. Y., & Wang, T. (2009). Optimizing partners’ choice in IS/IT outsourcing projects: the strategic decision of fuzzy VIKOR. International Journal of Production Economics, 120(1), 233–242.
Chen, Z., & Yang, W. (2011). An MAGDM based on constrained FAHP and FTOPSIS and its application to supplier selection. Mathematical and Computer Modeling, 54(11–12), 2802–2815.
Choy, K. L., Lee, W. B., Lau, H. C. W., & Choy, L. C. (2005). A knowledge-based supplier intelligence retrieval system for outsource manufacturing. Knowledge-Based Systems, 18(1), 1–17.
Dickson, G. W. (1966). An analysis of vendor selection systems and decisions. Journal of Purchasing, 2(1), 5–17.
Foster S. T. (2010). Managing quality: integrating the supply chain, 4th edn. Prentice Hall.
Friedl, G., & Wagner, S. M. (2012). Supplier development or supplier switching? International Journal of Production Research, 50(11), 3066–3079.
Holt, G. D. (1996). Applying cluster analysis to construction contractor classification. Building and Environment, 31(6), 557–568.
Huang, S., & Keskar, H. (2007). Comprehensive and configurable metrics for supplier selection. International Journal of Production Economics, 105(2), 510–523.
Jain, V., Tiwari, M. K., & Chan, F. T. S. (2004). Evaluation of the supplier performance using an evolutionary fuzzy-based approach. Journal of Manufacturing Technology Management, 15(8), 735–744.
Karpak, B., Kumcu, E., & Kasuganti, R. R. (2001). Purchasing materials in the supply chain: Managing a multi-objective task. European Journal of Purchasing and Supply Management, 7(3), 209–216.
Khan, S. S., Ahmad, A., (2004). Cluster center initialization algorithm for K-means clustering. Pattern Recognition Letters, 25(11).
Lam, K. C., Tao, R., & Lam, M. C. K. (2010). A material supplier selection model for property developers using Fuzzy Principal Component Analysis. Automation in Construction, 19(5), 608–618.
Liu, F.-H. F., & Hai, H. L. (2005). The voting analytic hierarchy process method for selecting supplier. International Journal of Production Economics, 97(3), 308–317.
Milligan, G. W., & Cooper, M. C. (1988). A study of standardization of variables in cluster analysis. Journal of Classification, 5(2), 181–204.
Mu-Chun, S., & Chien-Hsing, C. (2001). A modified version of the K-means algorithm with a distance based on cluster symmetry. IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(6), 674–680.
Narasimhan, R. (1983). An analytical approach to supplier selection. Journal of Purchasing and Materials Management, 19(4), 27–32.
Nydick, R. L., & Hill, R. P. (1992). Using the analytic hierarchy process to structure the supplier selection procedure. Journal of Purchasing and Materials Management, 25(2), 31–36.
Opricovic, S., & Tzeng, G. H. (2004). Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. European Journal of Operational Research, 156(2), 445–455.
Partovi, F. Y. (1994). Determining what to benchmark: an analytic hierarchy process approach. International Journal of Operations & Production Management, 14(6), 25–39.
Partovi, F. Y., Burton, J., & Banerjee, A. (1989). Application of analytic hierarchy process in operations management. International Journal of Operations and Production Management, 10(3), 5–19.
Rezaei, J., & Ortt, R. (2012). A multi-variable approach to supplier segmentation. International Journal of Production Research, 50(16), 4593–4611.
Romesburg, H. C. (1984). Cluster analysis for researchers. Belmont: Lifetime Learning.
Saaty, T. L. (1980). The analytic hierarchy process. New York: McGraw-Hill.
Saaty, T. L. (1982). Decision making for leaders. Belmont: Lifetime Learning.
Saaty, T. L. (2008). Decision making with the analytic hierarchy process. International Journal of Services Sciences, 1(1), 83–98.
Sarkis, J., & Talluri, S. (2002). A model for strategic supplier selection. Journal of Supply Chain Management, 38(1), 18–28.
Talluri, S., & Narasimhan, R. (2003). Vendor evaluation with performance variability: a max–min approach. European Journal of Operational Research, 146(3), 543–552.
Vaidya, O. S., & Kumar, S. (2006). Analytic hierarchy process: An overview of applications. European Journal of Operational Research, 169(1), 1–29.
Weber, C. A., Current, J. R., & Benton, W. C. (1991). Vendor selection criteria and methods. European Journal of Operational Research, 50, 2–18.
Zanakis, S. H., Solomon, A., Wishart, N., & Dublish, S. (1998). Multi-attribute decision making: A simulation comparison of select methods. European Journal of Operational Research, 107(3), 507–529.
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Al Salem, A., Awasthi, A., Wang, C. (2016). A Multicriteria Multistep Approach for Evaluating Supplier Quality in Large Data Sets. In: Pham, H. (eds) Quality and Reliability Management and Its Applications. Springer Series in Reliability Engineering. Springer, London. https://doi.org/10.1007/978-1-4471-6778-5_1
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