Teknik Pengambilan Keputusan pada Pemilihan Supplier : A Literature Review

Titi Indarwati


The presence of the internet and the development of technology make information exchange faster so that consumer preferences for products quickly change. This has an impact on increasingly shorter product life cycles. The company needs to improve the efficiency of supply chain performance in order to have competitive competitiveness. Supplier selection is one of the important activities in the purchasing process and has an impact on the design strategy of supply chain design. This research presents a literature review of supplier selection decision making methods for single sourcing and multiple sourcing cases by collecting articles from relevant international journals from 2010 to early 2020 to find research recommendations for supplier selection in the future. From the results of literature studies that have been carried out, it is necessary to develop a decision-making method that combines qualitative and quantitative criteria to select potential suppliers. The process of selecting suppliers that not only ranks but also determines cut-offs to distinguish which are included in the category of potential suppliers and which are not.


literature review; supplier selection; single sourcing; multiple sourcing; potential suppliers

Full Text:



Aissaoui, N., Haouari, M., & Hassini, E. (2007). Supplier Selection and Order Lot Sizing Modeling: A Review. Computers & Operations Research, 34 (12), pp. 3516–3540.

Amin-Tahmasbi, H. & Alfi, S. (2018). A fuzzy Multi-Criteria Decision Model for Integrated Suppliers Selection and optimal Order Allocation in The Green Supply Chain. Decision Science Letters, 7 (4), pp. 549-566.

Awasthi, A., Govindan, K. & Gold, S. (2018). Multi-Tier Sustainable Global Supplier Selection using a Fuzzy AHP-VIKOR Based Approach. International Journal of Production Economics, Vol.195, pp.106-117.

Azadnia, A. H., Saman, M. Z. M. & Wong, K. Y. (2015). Sustainable Supplier Selection and Order Lot-Sizing: an Integrated Multi-Objective Decision-Making Process. International Journal of Production Research, 53 (2), pp. 383–408.

Babbar, C. & Amin, S. H. (2018). A Multi-Objective Mathematical Model Integrating Environmental Concerns for Supplier Selection and Order Allocation Based on Fuzzy QFD in Beverages Industry. Expert Systems With Applications, Vol.92, pp. 27-38.

Banaeian, N., Mobli, H., Nielsen, I. E. & Omid, M. (2015). Criteria Definition and Approaches in Green Supplier Selection – A Case Study for Raw Material and Packaging of Food Industry. Production dan Manufacturing Research, 3 (1), pp. 149–168.

Bohner, C. & Minner, S. (2016). Supplier Selection Under Failure Risk, Quantity and Business Volume Discounts, Computers & Industrial Engineering, Vol. 104, pp.145-155.

Chai, J., Liu, J. N. K. & Ngai, E. W. T. (2013). Application of Decision-Making Techniques in Supplier Selection: A systematic Review of Literature. Expert Systems with Applications, 40 (10), pp. 3872–3885.

Chan, F. T. S. & Chan, H. K. (2010). An AHP Model for Selection of Suppliers in the Fast Changing Fashion Market. The International Journal of Advanced Manufacturing Technology, Volume 51, pp. 1195-1207.

Choi, T.-M. (2013). Optimal Apparel Supplier Selection with Forecast Updates under Carbon Emission Taxation Scheme. Computers & Operations Research, 40 (11), pp. 2646–2655.

Dargi, A., Anjomshoae, A., Galankashi, M. R., Memari, A., Md. Tap, M. B. (2014). Supplier Selection: A Fuzzy-ANP Approach. Procedia Computer Science, Vol.31, pp. 691-700.

De Boer, L., Labro, E. & Morlacchi, P. (2001). A Review of Methods Supporting Supplier Selection. European Journal of Purchasing dan Supply Management, 7 (2) , pp. 75-89.

Deng, X., Hu, Y., Deng, Y. & Mahadevan, S. (2014). Supplier Selection using AHP methodology Extended by D Numbers. Expert Systems with Applications, 41 (1), pp. 156-167.

Dobos, I. & Vörösmarty, G. (2017). Inventory-related Costs in Green Supplier Selection Problems with Data Envelopment Analysis (DEA). International Journal of Production Economics, Vol. 209, pp.374-380.

Dweiri, F., Kumar, S., Khan, S. A. & Jain, V. (2016). Designing an Integrated AHP Based Decision Support System for Supplier Selection in Automotive Industry. Expert Systems With Applications, Volume 62, pp. 273–283.

Erdem, A. S. & Göçen, E. (2012). Development of A Decision Support System for Supplier Evaluation and Order Allocation. Expert Systems with Applications, 39 (5), pp. 4927–4937.

Freeman, J. & Chen, T. (2015). Green Supplier Selection Using an AHP-Entropy-TOPSIS framework. Supply Chain Management: An International Journal, 20 (3), pp. 327-340.

Galankashi, M. R., Chegeni, A., Soleimanynanadegany, A., Memari, A., Anjomshoae, A., Helmi, S. A., Dargi, A. (2015). Prioritizing Green Supplier Selection Criteria using Fuzzy Analytical Network Process. Procedia CIRP, Vol.26, pp. 689-694.

Görener, A., Ayvaz, B., Kuşakcı, A. O. & Altınok, E. (2017). A Hybrid Type-2 Fuzzy Based Supplier Performance Evaluation Methodology: The Turkish Airlines Technic Case. Applied Soft Computing, Vol. 56, pp.436-445.

Gören, H. G. (2018). A Decision Framework for Sustainable Supplier Selection and Order Allocation with Lost Sales. Journal of Cleaner Production, Vol183, pp.1156-1169.

Govindan, K., Kadziński, M. & Sivakumar, R. (2017). Application of a Novel PROMETHEE-Based Method for Construction of a Group Compromise Ranking to Prioritization of Green Suppliers in Food Supply Chain. Omega, Vol.71, pp.129-145.

Govindan, K., Khodaverdi, R. & Jafarian, A. (2013). A Fuzzy Multi Criteria Approach for Measuring Sustainability Performance of a Supplier Based on Triple Bottom Line Approach. Journal of Cleaner Production, Vol.47 , pp. 345-354.

Govindan, K., Rajendran, S., Sarkis, J. & Murugesan, P. (2015). Multi Criteria Decision Making Approaches for Green Supplier Evaluation and Selection: a Literature Review. Journal of Cleaner Production, Volume 98, pp. 66-83.

Gupta, H. & Barua, M. K. (2017). Supplier Selection among SmEs on The Basis of their Green Innovation Ability using BWM and Fuzzy TOPSIS. Journal of Cleaner Production, Vol 152, pp. 242-258.

Hamdan, S. & Cheaitou, A. (2017). Dynamic Green Supplier Selection and order Allocation with Quantity Discounts and Varying Supplier Availability. Computers dan Industrial Engineering, Volume 110, pp. 573-589.

Ho , W., Xu, X. & Dey, P. K. (2010). Multi-Criteria Decision Making Approaches for Supplier Evaluation and Selection: A Literature Review. European Journal of Operational Research, 202 (1), pp. 16–24.

Jauhar , S. K. & Pant, M. (2017). Integrating DEA with DE and MODE for Sustainable Supplier Selection. Journal of Computational Science, Volume 21, pp. 299-306.

Javad, M. O. M., Darvishi, M., Javad, A. O. M. (2020). Green Supplier Selection for the Steel Industry Using BWM and Fuzzy TOPSIS: A case study of Khouzestan Steel Company. Sustainable Futures, Vol 2, 100012.

Jia, P., Govindan, K., Choi, T.-M. & Rajendran, S. (2015). Supplier Selection Problems in Fashion Business Operations with Sustainability Considerations. Sustainability, 7 (2), pp. 1603-1619.

Junior, F. R. L., Osiro, L. & Carpinetti, L. C. R. (2014). A Comparison Between Fuzzy AHP and Fuzzy TOPSIS Methods to Supplier Selection. Applied Soft Computing, Volume 21, pp. 194-209.

Kannan, D., Khodaverdi, R., Olfat, L., Jafarian, A., Diabat, A. (2013). Integrated Fuzzy Multi Criteria Decision Making Method and Multi-Objective Programming Approach for Supplier Selection and order Allocation in a Green Supply Chain. Journal of Cleaner Production, Volume 47, pp. 355-367.

Kilincci, O. & Onal, S. A. (2011). Fuzzy AHP Approach for Supplier Selection in a Washing Machine Company. Expert Systems with Applications, 38 (8), pp. 9656–9664.

Kumar, A., Jain, V. & Kumar, S. (2014). A Comprehensive Environment Friendly Approach for Supplier Selection. Omega, 42 (1), pp. 109-123.

Lamba, K. & Singh, S. P. (2018). Dynamic Supplier Selection and Lot-sizing Problem Considering Carbon Emissions in a Big Data Environment. Technological Forecasting dan Social Change, Vol. 144, pp. 573-584.

Li, X., & Wang, Q. (2007). Coordination mechanisms of supply chain systems. European Journal of Operational Research, 179(1), 1–16.

Liao, C.-N., Fu, Y.-K., Chen, Y.-C. & Chih, I.-L., (2012). Applying Fuzzy-MSGP Approach for Supplier Evaluation and Selection in Food Industry. African Journal of Agricultural Research, 7 (5), pp. 726-740.

Lin, C.-T., Chen, C.-B. & Ting, Y.-C. (2011). An ERP Model for Supplier Selection in Electronics Industry. Expert Systems with Applications, 38 (3), pp. 1760–1765.

Lo, H.-W., Liou, J. J. H., Wang, H.-S. & Tsai, Y.-S. (2018). An Integrated Model for Solving Problems in Green Supplier Selection and Order Allocation. Journal of Cleaner Production, Vol. 190, pp. 339-352.

Luthra, S., Govindan, K., Kannan, D., Mangla, S. K., Garg, C. P. (2017). An Integrated Framework for Sustainable Supplier Selection and Evaluation in Supply Chains. Journal of Cleaner Production, 140 (3), pp. 1686-1698.

Magdalena, R. (2012). Supplier Selection for Food Industry: A Combination of Taguchi Loss Function and Fuzzy Analytical Hierarchy Process. The Asian Journal of Technology Management, 5 (1), pp. 13-22.

Memon, M. S., Lee, Y. H. & Mari, S. I. (2015). Group Multi-Criteria Supplier Selection Using Combined Grey Systems Theory and Uncertainty Theory. Expert Systems with Applications, 42 (21), pp 7951-7959.

Mendoza, A. & Ventura, J. A. (2012). Analytical Models for Supplier Selection and Order Quantity Allocation. Applied Mathematical Modelling, 36 (8), pp. 3826–3835.

Mohammed, A., Setchi, R., Filip, M., Harris, I., Li, X. (2018). An Integrated Methodology for a Sustainable Two-Stage Supplier Selection and Order Allocation Problem. Journal of Cleaner Production, Volume 192, pp. 99-114.

Prajogo, D., Chowdhury, M., Yeung, A. C. L. & Cheng, T. C. E. (2012). The Relationship Between Supplier Management and Firm’s Operational Performance: A Multi-Dimensional Perspective. International Journal Production Economics, 136 (1), pp. 123–130.

Rezaei, J., Fahim, P. B. M., & Tavasszy, L. (2014). Supplier Selection in the Airline Retail Industry using A Funnel Methodology: Conjunctive Screening Method and Fuzzy AHP. Expert Systems with Applications, 41 (18), pp. 8165-8179.

Sarkar , S., Pratihar , D. K. & Sarkar, B., (2018). An Integrated Fuzzy Multiple Criteria Supplier Selection Approach and its Application in a Welding Company. Journal of Manufacturing Systems, Volume 46, pp. 163–178.

Shakourloo, A., Kazemi, A. & Javad, M. O. M., (2016). A New Model for More Effective Supplier Selection and Remanufacturing Process in A Closed-Loop Supply Chain. Applied Mathematical Modelling, 40 (23-24), pp.9914-9931.

Sodenkamp, M. A., Tavana, M. & Caprio, D. D. (2016). Modeling

Synergies in Multi-Criteria Supplier Selection and Order Allocation: An application to Commodity Trading. European Journal of Operational Research, 254 (3), pp. 859-874.

Stević, Ž., Pamučar, D., Puška, A. & Chatterjee, P. (2019). Sustainable supplier selection in healthcare industries using a new MCDM method: Measurement Alternatives and Ranking according to COmpromise Solution (MARCOS). Computers & Industrial Engineering, Vol.140, 106231.

Venkatesan, S. P. & Goh, M. (2016). Multi-Objective Supplier Selection and Order Allocation Under Disruption Risk. Transportation Research Part E, Volume 95, pp. 124-142.

Wan, S.-p., Xu, G.-l. & Dong, J.-y. (2017). Supplier Selection Using ANP and ELECTRE II in Interval 2-Tuple Linguistic Environment. Information Sciences, Volume 385-386, pp. 19-38.

Wetzstein, A., Hartmann, E., Benton jr, W. & Hohenstein, N.-O. (2016). A Systematic Assessment of Supplier Selection Literature – State-Of-The-Art And Future Scope. Int. J. Production Economics, Volume 182, pp. 304–323.

Xia, W. & Wu, Z. (2007). Supplier Selection with Multiple Criteria in volume Discount Environments. Omega, 35 (5), pp. 494–504.

Yazdani, M., Chatterjee, P., Zavadskas, E. K. & Zolfani, S. H., (2017). Integrated QFD-MCDM Framework for Green Supplier Selection. Journal of Cleaner Production, 142 (4), pp. 3728-3740.

You, X.-Y., You, J.-X., Liu, H.-C. & Zhen, L. (2015). Group Multi-Criteria Supplier Selection using An Extended VIKOR Method with Interval 2-Tuple Linguistic Information. Expert Systems with Applications, 42 (4), pp. 1906–1916.

Yu, C. & Wong, T. N. (2015). A multi-agent architecture for multi-product supplier selection in consideration of the synergy between products. International Journal of Production Research, 53 (20), pp. 6059-6082.

Zeydan, M., Çolpan, C. & Çobanog˘lu, C. (2011). A Combined Methodology for Supplier Selection and Performance Evaluation. Expert Systems with Applications, 38 (3), pp. 2741-2751.

DOI: http://dx.doi.org/10.22441/pasti.2020.v14i3.005


  • There are currently no refbacks.

Teknik Industri, Fakultas Teknik, Universitas Mercu Buana
Jl. Meruya Selatan, Kembangan, Jakarta Barat 11650
Tlp./Fax: +62215871335
p-ISSN: 2085-5869 / e-ISSN: 2598-4853


This journal is accredited:

This journal is indexed by:


Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

View My Stats