Evaluasi Supplier Dengan Menggunakan Metode Analytical Hierarchy Process Dan Taguchi Loss Function

Authors

  • Muhammad Yanu Asdidi Program Pasca Sarjana Teknik Mesin dan Industri, Fakultas Teknik, Universitas Gadjah Mada
  • Moeso Alpianto
  • Ahmad Ainul Yaqin

DOI:

https://doi.org/10.22219/JTIUMM.Vol19.No2.178-189

Keywords:

Supplier Evaluation, Calcium, Analytical Hierarchy Process, Taguchi Loss Function.

Abstract

Supplier evaluation process is a strategic activity on purchasing management that aims to find out the performance of the supplier. PT. Fronte Classic Indonesia is a company manufacturing car carpet, one of the raw materials needed in producing car carpet that is calcium. The supplier in partnership with the company has performance that is less suitable. The methods used in this research Analytical Hierarchy Process (AHP) and Taguchi Loss Function. AHP is used to determine the weights of the criteria and Taguchi Loss Function is used to calculate the loss function of the respective supplier. Supplier evaluation process carried out to search for suppliers and meet the criteria of the company. The criteria used in the evaluation of suppliers are price, delivery, quality, the accuracy of goods quantity, guarantee policy, response to claims. The results showed that the suppliers who meet the criteria of the company by providing minimum losses as the best supplier.

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References

Y.-J. Chen, "Structured Methodology for Supplier Selection and Evaluation in A Supply Chain," Information Sciences, vol. 181, pp. 1651-1670, 2011.

M. Zeydan, C. Çolpan, and C. Çobanoğlu, "A Combined Methodology for Supplier Selection and Performance Evaluation," Expert Systems with Applications, vol. 38, pp. 2741-2751, 2011.

G. W. Dickson, "An Analysis of Vendor Selection Systems and Decisions," Journal of Purchasing, vol. 2, pp. 5-17, 1966.

F. Dweiri, S. Kumar, S. A. Khan, and V. Jain, "Designing an integrated AHP based decision support system for supplier selection in automotive industry," Expert Systems with Applications, vol. 62, pp. 273-283, 2016.

S. Luthra, K. Govindan, D. Kannan, S. K. Mangla, and C. P. Garg, "An integrated framework for sustainable supplier selection and evaluation in supply chains," Journal of Cleaner Production, vol. 140, pp. 1686-1698, 2017.

G. Büyüközkan and F. Göçer, "Application of a new combined intuitionistic fuzzy MCDM approach based on axiomatic design methodology for the supplier selection problem," Applied Soft Computing, vol. 52, pp. 1222-1238, 2017.

R. Sivakumar, D. Kannan, and P. Murugesan, "Green vendor evaluation and selection using AHP and Taguchi loss functions in production outsourcing in mining industry," Resources Policy, vol. 46, pp. 64-75, 2015/12/01/ 2015.

Y. Wu, K. Chen, B. Zeng, H. Xu, and Y. Yang, "Supplier selection in nuclear power industry with extended VIKOR method under linguistic information," Applied Soft Computing, vol. 48, pp. 444-457, 2016.

K. Govindan, S. Rajendran, J. Sarkis, and P. Murugesan, "Multi criteria decision making approaches for green supplier evaluation and selection: a literature review," Journal of Cleaner Production, vol. 98, pp. 66-83, 2015.

P. Shojaei, S. A. Seyed Haeri, and S. Mohammadi, "Airports evaluation and ranking model using Taguchi loss function, best-worst method and VIKOR technique," Journal of Air Transport Management, vol. 68, pp. 4-13, 2018/05/01/ 2018.

J. Roshandel, S. S. Miri-Nargesi, and L. Hatami-Shirkouhi, "Evaluating and selecting the supplier in detergent production industry using hierarchical fuzzy TOPSIS," Applied mathematical modelling, vol. 37, pp. 10170-10181, 2013.

C.-N. Liao and H.-P. Kao, "Supplier Selection Model Using Taguchi Loss Function, Analytical Hierarchy Process and Multi-Choice Goal Programming," Computers & Industrial Engineering, vol. 58, pp. 571-577, 2010.

S. Sharma and S. Balan, "An Integrative Supplier Selection Model Using Taguchi Loss Function, Topsis and Multi Criteria Goal Programming," Journal of Intelligent Manufacturing, vol. 24, pp. 1123-1130, 2013.

P. J. Ross, Taguchi Techniques for Quality Engineering: Loss Function, Orthogonal Experiments, Parameter and Tolerance Design: McGraw-Hill New York, 1988.

T. L. Saaty, "How to Make A Decision: The Analytic Hierarchy Process," European Journal of Operational Research, vol. 48, pp. 9-26, 1990.

D. Marlina, E. Pujiyanto, and C. N. Rosyidi, "Perancangan Setting Level Optimal dan Penentuan Quality Loss Function pada Pembuatan Tegel dengan Metode Taguchi," PERFORMA: Media Ilmiah Teknik Industri, vol. 2, 2007.

H. R. Sadeghian and E. Karami, "Supplier Evaluation using Loss Function and AHP," in Proceedings of the 2010 International Conference on Industrial Engineering and Operations Management, 2010, pp. 9-10.

A. Amindoust, S. Ahmed, A. Saghafinia, and A. Bahreininejad, "Sustainable supplier selection: A ranking model based on fuzzy inference system," Applied Soft Computing, vol. 12, pp. 1668-1677, 2012.

W. Khoiro, "Evaluasi Supplier Bahan Baku Plat Besi Dengan Menggunakan Metode Analytical Hierarchy Process Dan Taguchi Loss Function," Jurnal Teknik Industri, vol. 16, p. 12, 2015.

E. Ginting, S. Pujangkoro, and T. S. Sinaga, "Evaluasi Supplier Bahan Baku Pembuatan Tiang Pancang Pada PT. XYZ Dengan Menggunakan AHP Dan Loss Function," Jurnal Teknik Industri USU, vol. 3, 2014.

W.-N. Pi and C. Low, "Supplier Evaluation and Selection Using Taguchi Loss Functions," The International Journal of Advanced Manufacturing Technology, vol. 26, pp. 155-160, 2005.

C. A. Weber, J. R. Current, and W. Benton, "Vendor Selection Criteria and Methods," European journal of operational research, vol. 50, pp. 2-18, 1991.

D. P. Sari and S. A. Kusumo, "Evaluasi Pemilihan Supplier Terbaik Menggunakan Metode Taguchi Loss Functions Dan Analytical Hierarchy Process Di PT Indomaju Textindo Kudus," J@ ti Undip: Jurnal Teknik Industri, vol. 6, pp. 161-170, 2011.

A. S. Indrapriyatna, Y. Meuthia, D. Fatrias, and M. Gusti, "Integrasi Taguchi Loss Function dengan Fuzzy Analytical Hierarchy Process dalam Pemilihan Pemasok," Jurnal Teknik Industri, vol. 13, pp. 65-72, 2012.

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Published

08/29/2018

How to Cite

Asdidi, M. Y., Alpianto, M., & Yaqin, A. A. (2018). Evaluasi Supplier Dengan Menggunakan Metode Analytical Hierarchy Process Dan Taguchi Loss Function. Jurnal Teknik Industri, 19(2), 178–189. https://doi.org/10.22219/JTIUMM.Vol19.No2.178-189

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