Integration of Analytic Network Process and PROMETHEE in Supplier Performance Evaluation
Main Article Content
Keywords
Supplier, Analytic Network Process, PROMETHEE
Abstract
Supplier performance evaluation is one of the important factors in the supply chain because it is one of the company's strategies for increasing customer satisfaction and also maintaining the company's services in meeting consumer demand. This study proposes the integration of the Analytic Network Process (ANP) and the Preference Ranking Organization Method for Enrichment Evaluation (PROMETHEE) to evaluate supplier performance. The integration of the two methods is proposed to obtain more complex assessment results because the combination of the two methods considers various criteria derived from ANP and various preferences from PROMETHEE, so both methods are very good to use instead of using just ANP or PROMETHEE or other methods. ANP exhibit more complex relationships between criteria and levels in the decision hierarchy, while PROMETHEE provides decision-makers with flexible and straightforward outranking to analyze multi-criteria problems. In this study, ANP is used to weight the criteria, and PROMETHEE is used to rank suppliers in evaluating supplier performance. Integrating these two methods provides more objective and accurate results in multi-criteria decision-making. The proposed method is validated by solving an industrial case of supplier evaluation problem using the real data from the skewer industry. Finally, some useful implications for managerial decision-making are discussed.
Downloads
References
[2] M.R. Sutanto and J.S.B. Sumarauw, "Evaluasi kinerja sistem logistik pada perusahaan vulkanisir UD. sumber ban, tateli," Jurnal Riset Ekonomi: Manajemen Bisnsi dan Akutansi, vol. 2, pp. 3, 2014.
[3] M. Saunders, "Strategic purchasing and supply chain management," Financial Times Pitman, 1997.
[4] M.G. Izzuddin, "Evaluasi kinerja dan rencana strategi pada supplier dalam mencapai keunggulan kompetitif: studi kasus kerupuk “DACIL”," UIN Sunan Ampel Surabaya, 2019.
[5] N. Sivapornpunlerd and S. Setamanit, "Supplier performance evaluation: a case study of thai offshore oil & gas exploration and production company," ASBBS Annual Conference, February, 2014, Las Vegas, p. 647, 2014.
[6] C.C. Li, Y.P. Fun, and J.S. Hung, "A new measure for supplier performance evaluation," IEEE Transactions, vol. 29, pp. 753-758, 1997. https://doi.org/10.1080/07408179708966385.
[7] T.L. Saaty, Decision making with dependence and feedback: The analytic network process. RWS publications Pittsburgh, vol.922, 1996.
[8] H. Tanjung and A. Devi, "Islamic Economic Research Methodology," Gramata Publishing, pp.20, 2013.
[9] D.U. Ozsahin, H. Gökcekus, B. Uzun, and J.W. LaMoreaux, "Application of Multi-Criteria Decision Analysis in Environmental and Civil Engineering," Springer, pp.37-41, 2021. https://doi.org/10.1007/978-3-030-64765-0.
[10] J.-P. Brans and Y. De Smet, "PROMETHEE methods," in Multiple criteria decision analysis, Springer, pp. 187-219, 2016. https://doi.org/10.1007/978-1-4939-3094-4_6.
[11] T.L. Saaty, "Decision making—the analytic hierarchy and network processes (AHP/ANP)," Journal of systems science systems engineering, vol. 13, pp. 1-35, 2004. https://doi.org/10.1007/s11518-006-0151-5.
[12] A.K. Garside and T.E. Saputro, "Integrasi fuzzy-ANP dan goal programming dalam pemilihan supplier dan alokasi order," Proceeding Seminar Nasional Teknik Industri & Kongres BKSTI VI, pp. 1-9, 2011.
[13] Y. Yoserizal and M.L. Singgih, "Integrasi metode DEMATEL (decision making trial and evaluation laboratory) dan ANP (analytic network process) dalam evaluasi kinerja supplier di PT. XYZ," in Prosiding Seminar Nasional Manajemen Teknologi XV, Program Studi MMT-ITS, Surabaya, vol. 4, 2012.
[14] M.N. Nitisastra, "Usulan pemilihan supplier bahan baku menggunakan metode fuzzy analytical network process (F-ANP) di PT. prakasa triputra solusi," Skripsi, Institut Teknologi Nasional Bandung, 2020.
[15] W. Ho, X. Xu, and. P.K. Dey, "Multi-criteria decision-making approaches for supplier evaluation and selection: A
literature review," European Journal of Operation Research, vol. 202, pp. 16-24, 2010. https://doi.org/10.1016/j.ejor.2009.05.009.
[16] 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," J. Clean. Prod., vol. 140, pp. 1686-1698, 2017. https://doi.org/10.1016/j.jclepro.2016.09.078.
[17] D. Pujotomo, N.B. Puspitasari, and D. Rizkiyani, "Integrasi metode ANP dan TOPSIS dalam evaluasi kinerja supplier dan penentuan prioritas supplier bahan baku utama cetak koran pada PT. masscom graphy semarang,"Jurnal Teknik Industri, vol. 11, pp. 151-160, 2016. https://doi.org/10.14710/jati.11.3.151-160.
[18] P.G. Akbar, H. Henmaidi, and E. Amrina, "Usulan indikator evaluasi pemasok dalam penetapan bidder list: studi kasus pengadaan jasa PT. semen padang," Jurnal Optimasi Sistem Industri, vol. 14, pp. 39-54, 2016. https://doi.org/10.25077/josi.v14.n1.p39-54.2015.
[19] A.A. Nugraha, "Perancangan sistem pendukung keputusan evaluasi kinerja supplier dengan menggunakan metode AHP dan TOPSIS," Skripsi, Universitas Brawijaya, 2017.
[20] R. Ekawati, D.L. Trenggonowati, and V.D. Aditya, "Penilaian performa supplier menggunakan pendekatan analytic network process (ANP)," Journal Industrial Services, vol. 3, 2018.
[21] S. Wan, W. Zou, L. Zhong, and J. Dong, "Some new information measures for hesitant fuzzy PROMETHEE method and application to green supplier selection," Soft Computing, vol. 24, pp. 9179-9203, 2020. https://doi.org/10.1007/s00500-019-04446-w.
[22] M. Giannakis, R. Dubey, I. Vlachos, and Y. Ju, "Supplier sustainability performance evaluation using the analytic network process," Journal of Cleaner Production, vol. 247, 119439, 2020. https://doi.org/10.1016/j.jclepro.2019.119439.
[23] A. Peng and X. Xiao, "Material selection using PROMETHEE combined with analytic network process under hybrid environment," Material & Design, vol. 47, pp. 643-652, 2013. https://doi.org/10.1016/j.matdes.2012.12.058.
[24] H. S. Kilic, S. Zaim, and D. Delen, "Selecting “the best” ERP system for SMEs using a combination of ANP and PROMETHEE methods," Expert System with Applications, vol. 42, pp. 2343-2352, 2015. https://doi.org/10.1016/j.eswa.2014.10.034.
[25] R. R. Ardianto, "Penerapan metode fuzzy-promethee pada sistem pendukung keputusan pemilihan media iklan pada PT Sido Muncul," Skripsi, UIN Sunan Ampel Surabaya, 2014.
[26] A. Karczmarczyk, J. Jankowski and J. Watrobski, "Multi-criteria decision support for planning of performance of viral marketing campaigns in social networks," Plos One, vol. 13 no. 12, 2018. https://doi.org/10.1371/journal.pone.0209372.
[27] M. Astuti and R. J. R. Nurdin, "Pemilihan supplier yang tepat di UKM kerajinan bambu dengan menggunakan metode analytical hierarchy process," Prosiding Seminar Nasional ReTII, 2015.
[28] B. Mareschal and Y. De Smet, "Visual PROMETHEE: developments of the PROMETHEE & GAIA multicriteria decision aid methods," IEEE International Conference on Industrial Engineering and Engineering Management, pp. 1646-1649, 2009. https://doi.org/10.1109/IEEM.2009.5373124.
Article Sidebar
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Authors' Retention of Copyright
Authors retain the copyright of their original work published in Jurnal Optimasi Sistem Industri (JOSI). By submitting their manuscript to the journal, authors grant Jurnal Optimasi Sistem Industri (JOSI) a non-exclusive license to publish the work under the CC BY-NC-SA 4.0 International License. This means that others are permitted to:
- Share and adapt the work for non-commercial purposes, provided proper attribution is given to the original authors and source.
- Create derivative works based on the original article, as long as the new work is non-commercial and under the same CC BY-NC-SA 4.0 International License.
Non-Commercial Usage
The CC BY-NC-SA 4.0 International License restricts commercial use of the published work and its derivatives. Commercial use includes generating revenue, financial gain, or any form of commercial exploitation. This limitation aims to preserve the scholarly and educational nature of the content.
ShareAlike Requirement
If you remix, adapt, or build upon the work, you must distribute your contributions under the same CC BY-NC-SA 4.0 International License as the original work. This "ShareAlike" requirement ensures that any new works based on the original content adhere to the same non-commercial, share-alike principles.
Usage, Attribution, and Citations
Authors and readers are allowed to:
- Share and distribute the published article in any medium or format.
- Adapt, remix, transform, and build upon the article for non-commercial purposes.
- Provide appropriate attribution to the original authors and the journal.
When using content from Jurnal Optimasi Sistem Industri (JOSI), proper attribution must be provided through citation of the original source and authors.
Copyright Infringement and Ethical Considerations
If you believe that any material published in Jurnal Optimasi Sistem Industri (JOSI) infringes upon your copyright or the copyright of someone you represent, please contact the editorial team promptly. The journal is committed to addressing copyright concerns in accordance with established ethical guidelines set forth by the Committee on Publication Ethics (COPE).
For any questions or inquiries related to copyright and licensing, please contact the editorial team at editor_josi[at]eng.unand.ac.id.
