A Hybrid method of SWARA and ARAS for ranking of supplier: A case study at PT.Adi Satria Abadi (PT.ASA)

Agus Ristono, Tri Wahyuningsih, Gunawan Madyono Putro

Abstract


The development of a suggested model for rating suppliers is the goal of this research. In this study, suppliers are rated and ranked using Additive Ratio Assessment (ARAS) and Stepwise Weight Assessment Ratio Analysis (SWARA). The suggested approach incorporates both objective and subjective criteria while applying Delphi to a subset of the criteria. In order to test the proposed model in a leather company for actual use, a case study is provided. The model is able to capture all objective and arbitrary criteria in the dynamics of the group of decision-makers when rating suppliers. To help in decision-making, this proposed model includes criteria selection. Because the results of the ranking of suppliers will depend on how accurately the criteria are chosen. The suggested approach produces a workable resolution because it is not sensitive to changes in the parameters

Keywords


ARAS, SWARA, Delphi, ranking of supplier, criteria selection

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References


V. Yadav and M. K. Sharma, “Journal of Modelling in Management,” J. Model. Manag., vol. 11, no. 1, pp. 326–354, 2016, doi: 10.1108/JM2-06-2014-0052

.

S. Gupta, U. Soni, and G. Kumar, “Green supplier selection using multi-criterion decision making under fuzzy environment: A case study in automotive industry,” Comput. Ind. Eng., vol. 136, no. 140, pp. 663–680, 2019, doi: 10.1016/j.cie.2019.07.038.

T. Wahyuningsih, A. Ristono, A. Muhsin, P. H. Kasih, and J. Rosalina, Breaking the Raw Material Bottleneck: How Swara-Aras Method Streamlined Production for PT. Adi Satria Abadi, vol. 1. Atlantis Press SARL, 2023. doi: 10.2991/978-2-38476-048-0_3.

S. Bag, M. Sabbir Rahman, T. M. Choi, G. Srivastava, P. Kilbourn, and N. Pisa, “How Covid-19 pandemic has shaped buyer-supplier relationships in engineering companies with ethical perception considerations: A multi-methodological study,” J. Bus. Res., vol. 158, no. June 2022, p. 113598, 2023, doi: 10.1016/j.jbusres.2022.113598.

M. Kabak and G. Oztek, “A Multi-Criteria Approach to Sustainable Risk Management of Supplier Portfolio: A Case Study at Defense Industry,” Gazi Univ. J. Sci., vol. 35, no. 4, pp. 1504–1519, 2022, doi: 10.35378/gujs.883894.

S. Akbaş and T. Erbay Dalkiliç, “Multi-criteria supplier selection based on fuzzy pairwise comparison in AHP,” Gazi Univ. J. Sci., vol. 31, no. 1, pp. 296–308, 2018.

E. K. Zavadskas and Z. Turskis, “A new additive ratio assessment (ARAS) method in multicriteria decision-making,” Technol. Econ. Dev. Econ., vol. 16, no. 2, pp. 159–172, 2010, doi: 10.3846/tede.2010.10.

A. Ristono, T. Wahyuningsih, and E. Junianto, “Proposed Method for Supplier Selection,” Tech. Soc. Sci. J., vol. 13, no. November, pp. 376–394, 2020, doi: 10.47577/tssj.v13i1.1955.

R. K. Mavi, “Green supplier selection: A fuzzy AHP and fuzzy Aras approach,” Int. J. Serv. Oper. Manag., vol. 22, no. 2, pp. 165–188, 2015, doi: 10.1504/IJSOM.2015.071528.

J. Tamošaitiene, E. K. Zavadskas, I. Šileikaite, and Z. Turskis, “A Novel Hybrid MCDM Approach for Complicated Supply Chain Management Problems in Construction,” Procedia Eng., vol. 172, pp. 1137–1145, 2017, doi: 10.1016/j.proeng.2017.02.168.

C. N. Liao, Y. K. Fu, and L. C. Wu, “Integrated FAHP, ARAS-F and MSGP methods for green supplier evaluation and selection,” Technol. Econ. Dev. Econ., vol. 22, no. 5, pp. 651–669, 2016, doi: 10.3846/20294913.2015.1072750.

G. Büyüközkan and F. Göçer, “An extension of ARAS methodology under Interval Valued Intuitionistic Fuzzy environment for Digital Supply Chain,” Appl. Soft Comput. J., vol. 69, pp. 634–654, 2018, doi: 10.1016/j.asoc.2018.04.040.

Y. K. Fu, “An integrated approach to catering supplier selection using AHP-ARAS-MCGP methodology,” J. Air Transp. Manag., vol. 75, no. January, pp. 164–169, 2019, doi: 10.1016/j.jairtraman.2019.01.011.

K. Yilmaz, E. Yuce, and A. Özdagoglu, “An Integration of HF-AHP and ARAS Techniques in Supplier Selection: A Case Study in Waste Water Treatment Facility,” Dokuz Eylul Univ. Iktis. ve Idari Bilim. Derg., vol. 33, no. 2, pp. 477–497, 2019, doi: 10.24988/deuiibf.2018332744.

V. Keršuliene, E. K. Zavadskas, and Z. Turskis, “Racionalaus ginču̧ sprendimo būdo nustatymas taikant nauja̧ kriteriju̧ svoriu̧ nustatymo metoda̧, pagri̧sta̧ nuosekliu laipsnišku poriniu kriteriju̧ santykinės svarbos lyginimu,” J. Bus. Econ. Manag., vol. 11, no. 2, pp. 243–258, 2010, doi: 10.3846/jbem.2010.12.

D. Karabasevic, J. Paunkovic, and D. Stanujkic, “Ranking of companies according to the indicators of corporate social responsibility based on SWARA and ARAS methods,” Serbian J. Manag., vol. 11, no. 1, pp. 43–53, 2016, doi: 10.5937/sjm11-7877.

D. Stanujkic, D. Karabasevic, and E. K. Zavadskas, “A framework for the selection of a packaging design based on the SWARA method,” Eng. Econ., vol. 26, no. 2, pp. 181–187, 2015, doi: 10.5755/j01.ee.26.2.8820.

S. H. Zolfani and J. Saparauskas, “SWARA metodo taikymas nustatant energetikos sistemos darnos prioritetinius rodiklius,” Eng. Econ., vol. 24, no. 5, pp. 408–414, 2013, doi: 10.5755/j01.ee.24.5.4526.

J. J. Thakkar, Technique for Order Preference and Similarity to Ideal Solution (TOPSIS), vol. 336. 2021. doi: 10.1007/978-981-33-4745-8_5.

M. Alimardani, S. Hashemkhani Zolfani, M. H. Aghdaie, and J. Tamošaitiene, “A novel hybrid SWARA and VIKOR methodology for supplier selection in an agile environment,” Technol. Econ. Dev. Econ., vol. 19, no. 3, pp. 533–548, 2013, doi: 10.3846/20294913.2013.814606.

A. K. Narayanan and N. Jinesh, “Application of SWARA and TOPSIS methods for supplier selection in a casting unit,” Int. J. Eng. …, vol. 7, no. 05, pp. 456–458, 2018, [Online]. Available: https://www.academia.edu/download/59389323/application-of-swara-and-topsis-methods-for-supplier-selection-in-a-casting-unit-IJERTV7IS05021020190525-68108-vqg7o5.pdf

R. K. Singh and S. Modgil, “Supplier selection using SWARA and WASPAS – a case study of Indian cement industry,” Meas. Bus. Excell., vol. 24, no. 2, pp. 243–265, 2020, doi: 10.1108/MBE-07-2018-0041.

A. Tus and E. Aytac Adali, “Green Supplier Selection Based on the Combination of Fuzzy SWARA (SWARA-F) and Fuzzy MARCOS (MARCOS-F) Methods,” Gazi Univ. J. Sci., vol. 35, no. 4, pp. 1535–1554, 2022, doi: 10.35378/gujs.978997.

A. Ristono, - Pratikto, P. B. Santoso, and I. P. Tama, “Modified AHP to select new suppliers in the Indonesian steel pipe industry,” J. Eng. Sci. Technol., vol. 13, no. 12, pp. 3894–3907, 2018.

A. Ristono, - Pratikto, P. B. Santoso, and I. P. Tama, “A literature review of criteria selection in supplier,” J. Ind. Eng. Manag., vol. 11, no. 4, pp. 680–696, 2018, doi: 10.3926/jiem.2203.

M. R. Ali, S. M. A. Nipu, and S. A. Khan, “A decision support system for classifying supplier selection criteria using machine learning and random forest approach,” Decis. Anal. J., vol. 7, p. 100238, 2023, doi: 10.1016/j.dajour.2023.100238.

A. K. Yazdi, P. F. Wanke, T. Hanne, F. Abdi, and A. H. Sarfaraz, “Supplier selection in the oil & gas industry: A comprehensive approach for Multi-Criteria Decision Analysis,” Socioecon. Plann. Sci., vol. 79, no. August 2021, p. 101142, 2022, doi: 10.1016/j.seps.2021.101142.

S. Cafiso, A. Di Graziano, and G. Pappalardo, “Using the Delphi method to evaluate opinions of public transport managers on bus safety,” Saf. Sci., vol. 57, pp. 254–263, 2013, doi: 10.1016/j.ssci.2013.03.001.

S. R. Brady, “Utilizing and Adapting the Delphi Method for Use in Qualitative Research,” Int. J. Qual. Methods, vol. 14, no. 5, pp. 1–9, 2015, doi: 10.1177/1609406915621381.

K. L. K. Koskey et al., “Flip it: An exploratory (versus explanatory) sequential mixed methods design using Delphi and differential item functioning to evaluate item bias,” Methods Psychol., vol. 8, no. August 2022, p. In-press, 2023, doi: 10.1016/j.metip.2023.100117.

T. T. Hue and N. K. Oanh, “Antecedents of green brand equity: Delphi method and Analytic Hierarchy Process analysis,” J. Clean. Prod., vol. 403, no. September 2022, p. 136895, 2023, doi: 10.1016/j.jclepro.2023.136895.

S. Drumm, C. Bradley, and F. Moriarty, “‘More of an art than a science’? The development, design and mechanics of the Delphi Technique,” Res. Soc. Adm. Pharm., vol. 18, no. 1, pp. 2230–2236, 2022, doi: 10.1016/j.sapharm.2021.06.027.

M. C. Laupichler, A. Aster, and T. Raupach, “Delphi study for the development and preliminary validation of an item set for the assessment of non-experts’ AI literacy,” Comput. Educ. Artif. Intell., vol. 4, no. November 2022, p. 100126, 2023, doi: 10.1016/j.caeai.2023.100126.

E. K. Zavadskas, Z. Turskis, and T. Vilutiene, “Multiple criteria analysis of foundation instalment alternatives by applying Additive Ratio Assessment (ARAS) method,” Arch. Civ. Mech. Eng., vol. 10, no. 3, pp. 123–141, 2010, doi: 10.1016/s1644-9665(12)60141-1.

E. K. Zavadskas, P. Vainiūnas, Z. Turskis, and J. Tamošaitienė, “Multiple criteria decision support system for assessment of projects managers in construction,” Int. J. Inf. Technol. Decis. Mak., vol. 11, no. 2, pp. 501–520, 2012, doi: 10.1142/S0219622012400135.




DOI: https://doi.org/10.31315/opsi.v17i1.10440

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