Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application
Yıl: 2018 Cilt: 22 Sayı: 5 Sayfa Aralığı: 1190 - 1198 Metin Dili: İngilizce DOI: 10.16984/saufenbilder.315330 İndeks Tarihi: 04-11-2019
Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application
Öz: Business has to perform their activities in increasingly competitive environment due to emerging technologies and globalization. To be successful in this competitive environment, they have to make decisions to ensure superiority over its competitors. One of the important decisions for the future of the business is the selection of right suppliers. The right selection of suppliers that will provide the necessary resources will be an advantage to businesses. Choosing the right supplier will lead to increase in product quality, decrease in costs, to increase customer satisfaction and production flexibility. Therefore, accurate and impartial manner in the selection of suppliers is a necessity. In this study, supplier selection problem is discussed for business operating in the cable industry.Supplier selection, due to the excess of the criteria for effective decision-making and the alternative, is defined as "Multi-Criteria Decision Making Problem". Different methods have been developed to solve the multi-criteria decision making problem. In this study, “Analytic Network Process (ANP)” and “Elimination Et Choix Traduisant La Realité (ELECTRE)” methods were used to complement each other and this integrated method as applied to the selection of suppliers for a cable manufacturing company operating in Samsun. Supplier selection criteria used in the study have been identified as the 6 main criteria and 19 sub-criteria in accordance with the literature. These criteria may be both qualitative and quantitative. The weight of criteria were determined by taking into account the opinions of experts. The information obtained from them were used as input for Super Decision program for ANP approach. Then weights of the criteria and the performance of seven suppliers for each criteria have been used as input for ELECTRE method. The required calculations were made for the application of ELECTRE method using Microsoft Excel 2010 program. As a result of these calculations suppliers were evaluated and ranked. Thus it was determined the best supplier for business.
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
- Güner H. Bulanık AHP Ve Bir İşletme İçin Tedarikçi Seçimi Problemine Uygulanması. Yüksek Lisans Tezi, Pamukkale Üniversitesi, Denizli, Türkiye, 2005.
- Chen, W., & Zou, Y. (2017). An integrated method for supplier selection from the perspective of risk aversion. Applied Soft Computing, 54, 449-455.
- M., Chatterjee, P., Zavadskas, E. K., & Zolfani, S. H. (2017). Integrated QFD-MCDM framework for green supplier selection. Journal of Cleaner Production, 142, 3728- 3740.
- Firouz, M., Keskin, B. B., & Melouk, S. H. (2017). An integrated supplier selection and inventory problem with multi-sourcing and lateral transshipments. Omega, 70, 77-93.
- Türk, S., Özcan, E., & John, R. (2017). Multiobjective optimisation in inventory planning with supplier selection. Expert Systems with Applications, 78, 51-63.
- Göktürk IF, Eryılmaz AY, Yörür B, Yuluğkural Y. “Bir işletmenin tedarikçi değerlendirme ve seçim probleminin çözümünde AAS ve VIKOR yöntemlerinin kullanılması”, Dumlupınar Üniversitesi Fen Bilimleri Dergisi, (25), 61-74, 2011.
- Boer LD, Labro E, Morlacchi P. “A review of methods supporting supplier selection”, European Journal of Purchasing & Supply Management, 7(2), 75-89, 2001.
- Amin SH, Razmi J, Zhang G. “Supplier selection and order allocation based on fuzzy SWOT analysis and fuzzy linear programming”, Expert Systems with Applications, 38(1), 334-342, 2011.
- Rush AM, Sontag D, Collins M, Jaakkola T. “On dual decomposition and linear programming relaxations for natural language processing”, Conference on Empirical Methods in Natural Language Processing, MIT, Massachusetts, ABD, 9-11 October 2010.
- Sanner S, Boutilier C. “Approximate linear programming for first-order MDPs”.https://arxiv.org/ftp/arxiv/papers/12 07/1207.1415.pdf.
- Wang C, Ren K, Wang J. “Secure and practical outsourcing of linear programming in cloud computing”, IEEE INFOCOM, Shanghai, China, 10-15 April 2011.
- Wu T, Blackhurst J. “Supplier evaluation and selection: An augmented DEA approach”, International Journal of ProductionResearch, 47(16), 4593-4608, 2009.
- Tseng ML. “Green supply chain management with linguistic preferences and in complete information”, Applied Soft Computing Journal, 11(8), 4894-4903, 2011.
- Ferreira L, Borenstein D. “A fuzzy-Bayesian model for supplier selection”, Expert Systems with Applications, 39(9), 7834- 7844, 2012.
- Xu J, Yan F. “A multi-objective decision making model for the vendor selection problem in a bifuzzy environment”, Expert Systems with Applications, 38(8), 9684- 9695, 2011.
- Lee CC, Ou-yang C. “A neural networks approach for forecasting the supplier’s bid prices in supplier selection negotiation process”, Expert Systems with Applications, 36(2), 2961-2970, 2009.
- Levary RR. “Using the analytic hierarchy process to rank foreign suppliers based on supply risks”, Computers and Industrial Engineering, 55(2), 535- 542, 2008.
- Lin YT, Lin CL, Yu HC, Tzeng GH. “A novel hybrid MCDM approach for outsourcing vendor selection: A case study for a semi conduct or company in Taiwan". Expert Systems with Applications, 37(7), 4796- 4804, 2010.
- Chen YH, Wang TC, Wu CY. “Strategic decisions using the fuzzy PROMETHEE for IS outsourcing”, Expert Systems with Applications, 38(10), 13216-13222, 2011.
- Saen RF. “Developing a new data envelopment analysis methodology for supplier selection in the presence of both undesirable outputs and imprecise data”, International Journal of Advanced ManufacturingTechnology, 51(9-12), 1243- 1250, 2010.
- Chang B, Chang CW, Wu CH. “Fuzzy DEMATEL method for developing supplier selection criteria”, Expert Systems with Applications, 38(3), 1850-1858, 2011.
- Görener A. “Kesici takım tedarikçisi seçiminde analitik ağ sürecinin kullanımı”, Havacılık ve Uzay Teknolojileri Dergisi, 4(1), 99-110, 2009.
- 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, 385, 19- 38.
- Tamošaitienė, J., Zavadskas, E. K., Šileikaitė, I., & Turskis, Z. (2017). A novel hybrid MCDM approach for complicated supply chain management problems in construction. Procedia Engineering, 172, 1137-1145.
- Chemweno, P., Pintelon, L., Van Horenbeek, A., & Muchiri, P. (2015). Development of a risk assessment selection methodology for asset maintenance decision making: An analytic network process (ANP) approach. International Journal of Production Economics, 170, 663-676.
- Sakthivel, G., Ilangkumaran, M., & Gaikwad, A. (2015). A hybrid multi-criteria decision modeling approach for the best biodiesel blend selection based on ANP-TOPSIS analysis. Ain Shams Engineering Journal, 6(1), 239-256.
- Saaty TL. The ANP for Decision Making with Dependence and Feedback, USA, RWS Publications, 1996.
- Ömürbek N, Şimşek A. “Analitik hiyerarşi süreci ve analitik ağ süreci yöntemleri ile online alışveriş site seçimi”, Yönetim ve Ekonomi Araştırmaları Dergisi, 22, 306- 327, 2014.
- Govindan, K., & Jepsen, M. B. (2016). ELECTRE: A comprehensive literature review on methodologies and applications. European Journal of Operational Research, 250(1), 1-29.
- Botti, L., & Peypoch, N. (2013). Multicriteria ELECTRE method and destination competitiveness. Tourism Management Perspectives, 6, 108-113.
- Wen, Z., Yu, Y., & Yan, J. (2016). Best available techniques assessment for coal gasification to promote cleaner production based on the ELECTRE-II method. Journal of Cleaner Production, 129, 12-22.
- Yoon KP, Hwang CL. “Multiple Attribute Decision Making: An Introduction”, Sage University Paperseries on Quantative Applications in the Social Sciences, Thousand Oaks, CA,1995, 47-53.
- Soner S, Önüt S. "Multı-Crıteria Supplier Selection: An Electre-Ahp Application”, Journal of Engineeringand Natural Sciences, 110-120, 2006. [1] T. Wei and B. Khoshnevis, “Integration of process planning and scheduling: a review,” Journal of Intelligent Manufacturing, vol. 24, no. 6, pp. 51–63, 2000.
| APA | Ozturk H, PEKEL E, Elevli B (2018). Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. , 1190 - 1198. 10.16984/saufenbilder.315330 |
| Chicago | Ozturk Hakan,PEKEL Ebru,Elevli Birol Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. (2018): 1190 - 1198. 10.16984/saufenbilder.315330 |
| MLA | Ozturk Hakan,PEKEL Ebru,Elevli Birol Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. , 2018, ss.1190 - 1198. 10.16984/saufenbilder.315330 |
| AMA | Ozturk H,PEKEL E,Elevli B Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. . 2018; 1190 - 1198. 10.16984/saufenbilder.315330 |
| Vancouver | Ozturk H,PEKEL E,Elevli B Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. . 2018; 1190 - 1198. 10.16984/saufenbilder.315330 |
| IEEE | Ozturk H,PEKEL E,Elevli B "Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application." , ss.1190 - 1198, 2018. 10.16984/saufenbilder.315330 |
| ISNAD | Ozturk, Hakan vd. "Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application". (2018), 1190-1198. https://doi.org/10.16984/saufenbilder.315330 |
| APA | Ozturk H, PEKEL E, Elevli B (2018). Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22(5), 1190 - 1198. 10.16984/saufenbilder.315330 |
| Chicago | Ozturk Hakan,PEKEL Ebru,Elevli Birol Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi 22, no.5 (2018): 1190 - 1198. 10.16984/saufenbilder.315330 |
| MLA | Ozturk Hakan,PEKEL Ebru,Elevli Birol Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.22, no.5, 2018, ss.1190 - 1198. 10.16984/saufenbilder.315330 |
| AMA | Ozturk H,PEKEL E,Elevli B Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi. 2018; 22(5): 1190 - 1198. 10.16984/saufenbilder.315330 |
| Vancouver | Ozturk H,PEKEL E,Elevli B Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi. 2018; 22(5): 1190 - 1198. 10.16984/saufenbilder.315330 |
| IEEE | Ozturk H,PEKEL E,Elevli B "Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application." Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22, ss.1190 - 1198, 2018. 10.16984/saufenbilder.315330 |
| ISNAD | Ozturk, Hakan vd. "Using ANP and ELECTRE Methods for Supplier Selection: Cable Industry Application". Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi 22/5 (2018), 1190-1198. https://doi.org/10.16984/saufenbilder.315330 |
