Integrated analytic hierarchy process and mixed integer programming for supplier selection in mold and dies industry

Authors

  • Agustinus Silalahi Universitas Atmajaya Jakarta
  • Ronald Sukwadi Universitas Atmajaya Jakarta
  • Duhita Al Hayyu Pramesjwari Universitas Atmajaya Jakarta
  • Chendrasari Wahyu Oktavia Universitas Atmajaya Jakarta
  • Christine Natalia Universitas Atmajaya Jakarta

DOI:

https://doi.org/10.30656/jsmi.v3i2.1765

Keywords:

Analytic Hierarchy Process, Mixed Integer Programming, Order Allocation, Supplier Selection

Abstract

PT. GMT has a mission to deliver the products to the customer on time and high-quality products to improve services. Sometimes, the delivery of product delays caused by the raw materials delays or didn't meet specifications. Selection optimal suppliers of raw materials are one of the solutions. There are two factors must be considered for the selection of suppliers, qualitative factors and quantitative factors. In this study, for qualitative factors, based on the criteria needed by PT GMT. This research produces three Linear Programming models, first: a qualitative objective function that will be maximized called the Total Value of Purchase (TVP). TVP is an integration of the Analytical Hierarchy Process (AHP) and Mix Integer Programming Integration. Second, the quantitative objective function for the procurement cost of raw materials, which is called the Total Cost of Purchase (TCP). The third is to optimize qualitative and quantitative simultaneously using the Goal Programming method. The selection of suppliers based on TVP the total value is 97.25, and the total procurement cost is Rp. 36,914,000, based on TCP, the total value is 89.14, and the total of procurement cost is IDR 31,356,000, while based on Goal Programming, the total value is 93.18, and the total of procurement cost is IDR 32,621,000. PT GMT has been able to determine the optimal supplier based on the policies set.

References

[1] E. Mehdizadeh and M. Ayobi, “A fuzzy multi objective model for supplier selection,†in Proceedings of the 2nd International Conference on Manufactur­ing Engineering, Quality and Production Systems, 2007, vol. 18, pp. 241–252, available at: http://www.wseas.us/e-library/conferences/2010/Constantza/MEQAPS/MEQAPS-43.pdf.

[2] F. Lemke, K. Goffin, and M. Szwejczewski, “Investigating the meaning of supplierâ€manufacturer partnerships,†Int. J. Phys. Distrib. Logist. Manag., vol. 33, no. 1, pp. 12–35, Feb. 2003, doi: 10.1108/09600030310460981.

[3] A. Kokangul and Z. Susuz, “Integrated analytical hierarch process and mathematical programming to supplier selection problem with quantity discount,†Appl. Math. Model., vol. 33, no. 3, pp. 1417–1429, Mar. 2009, doi: 10.1016/j.apm.2008.01.021.

[4] K. Mukherjee, Supplier selection: An MCDA-based approach, vol. 88. New Delhi: Springer India, 2017, doi: 10.1007/978-81-322-3700-6.

[5] G. W. Dickson, “An Analysis Of Vendor Selection Systems And Decisions,†J. Purch., vol. 2, no. 1, pp. 5–17, Feb. 1966, doi:10.1111/j.1745-493X.1966.tb00818.x.

[6] S. Mirmousa and H. D. Dehnavi, “Development of Criteria of Selecting the Supplier by Using the Fuzzy DEMATEL Method,†Procedia - Soc. Behav. Sci., vol. 230, pp. 281–289, Sep. 2016, doi: 10.1016/j.sbspro.2016.09.036.

[7] C. W. Oktavia, C. Nathalia, and S. G. Tjhong, “Pendekatan Metode Interpretive Structural Modeling dalam Penentuan Kriteria Kunci Pemilihan Supplier Pada Perusahaan Konstruksi,†J. TIARSIE, vol. 16, no. 3, p. 100, Sep. 2019, doi: 10.32816/tiarsie.v16i3.56.

[8] K. Mukherjee, “Supplier selection criteria and methods: past, present and future,†Int. J. Oper. Res., vol. 27, no. 2, pp. 356–373, 2016, doi: 10.1504/IJOR.2016.078470.

[9] I. A. Sandy and H. Fathurahman, “Penggunaan Metode Analytic Network Process (ANP) dalam Pemilihan Supplier Bahan Baku Kertas pada PT Mangle Panglipur,†J. Rekayasa Sist. Ind., vol. 2, no. 1, pp. 32–39, 2013, available at: http://journal.unpar.ac.id/index.php/jrsi/article/view/334.

[10] E. Mu and M. Pereyra-Rojas, Practical Decision Making using Super Decisions v3. Cham: Springer International Publishing, 2018, doi: 10.1007/978-3-319-68369-0.

[11] D. S. Verma and A. Pateriya, “Supplier selection through analytical hierarchy process: A case study in small scale manufacturing organization,†Int. J. Eng. trends Technol., vol. 4, no. 5, pp. 1428–1433, 2013, available at: https://ijettjournal.org/archive/ijett-v4i5p23.

[12] S. Amini and M. A. Asoodar, “Selecting the most appropriate tractor using Analytic Hierarchy Process – An Iranian case study,†Inf. Process. Agric., vol. 3, no. 4, pp. 223–234, Dec. 2016, doi: 10.1016/j.inpa.2016.08.003.

[13] A. S. Sitio, “Sistem Pendukung Keputusan Penentuan Supplier Pembelian Barang Menggunakan Metode Analytical Hierarchy Process pada PT. Perintis Sarana Pancing Indonesia,†J. Inform. Pelita Nusant., vol. 2, no. 1, pp. 40–47, 2017, available at: http://e-jurnal.pelitanusantara.ac.id/index.php/JIPN/article/view/297.

[14] I. Sodikin, C. I. Parwati, and B. Oktarando, “Identifikasi Profil dan Penentuan Preferensi Konsumen Restoran Fast Food Lokal di Yogyakarta,†in Prosiding Industrial Engineering National Conference (IENACO), 2015, available at: https://publikasiilmiah.ums.ac.id/xmlui/handle/11617/5944.

[15] L. Merry, M. Ginting, and B. Marpaung, “Pemilihan supplier buah dengan pendekatan metode Analytical Hierarchy Process (AHP) dan TOPSIS: Studi kasus pada perusahaan retail,†J. Tek. dan Ilmu Komput., vol. 3, no. 9, pp. 48–58, 2014, available at: http://ejournal.ukrida.ac.id/ojs/index.php/JTIK/article/view/831.

[16] S. A. Darestani, S. Ghavami, and A. Azizi, “Supply Chain Management: Supplier Selection Problem with multi-objective Considering Incremental Discount,†Asia Pacific Ind. Eng. Manag. Syst., vol. 14, no. 1, pp. 1–9, 2013, available at: http://umpir.ump.edu.my/6021/1/fkp-Amir-Asia_Pacific_IE,_2013.pdf.

[17] J. Razmi and H. Rafiei, “An integrated analytic network process with mixed-integer non-linear programming to supplier selection and order allocation,†Int. J. Adv. Manuf. Technol., vol. 49, no. 9–12, pp. 1195–1208, Aug. 2010, doi: 10.1007/s00170-009-2445-5.

[18] A. Mendoza and J. A. Ventura, “Analytical models for supplier selection and order quantity allocation,†Appl. Math. Model., vol. 36, no. 8, pp. 3826–3835, Aug. 2012, doi: 10.1016/j.apm.2011.11.025.

[19] J. Wang, R. Zhao, and W. Tang, “Fuzzy programming models for vendor selection problem in a supply chain,†Tsinghua Sci. Technol., vol. 13, no. 1, pp. 106–111, Feb. 2008, doi: 10.1016/S1007-0214(08)70017-8.

[20] H. Taherdoost, “Decision Making Using the Analytic Hierarchy Process (AHP); A Step by Step Approach,†vol. 2, pp. 244–246, 2017, available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3224206.

[21] Ž. Stević, “Criteria for supplier selection: A literature review,†Int. J. Eng. Bus. Enterp. Appl., vol. 19, no. 1, pp. 23–27, 2017, available at: http://iasir.net/ijebeaissue/ijebeaissue19-1.html.

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Published

2019-12-31

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Vol. 3 No. 2 (2019)

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How to Cite

[1]
“Integrated analytic hierarchy process and mixed integer programming for supplier selection in mold and dies industry”, j. sist. manaj. ind., vol. 3, no. 2, pp. 124–133, Dec. 2019, doi: 10.30656/jsmi.v3i2.1765.
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