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Fuzzy Trapezoidal DEMATEL Method for Criteria Weights in Supplier Selection: A Case Study of Ice Cream Producer Skip to content Yıl 2023, Cilt: 6 Sayı: 2, 97 – 118, 31.12.2023
Damla Çevik Aka
https://doi.org/10.55065/intraders.1365612
Öz Bir gıda endüstrisinde tedarikçi seçimi en kritik süreçlerden biridir. Üreticilerin birçok malzeme için farklı tedarikçilerle çalışma gereksinimi tedarik sistemlerini çoğu zaman ayrı olarak planlamasını gerektirmektedir. Gıda sektöründe tedarikçi seçimi, gıda işletmelerinin hem niteliksel hem de niceliksel açıdan birçok kriteri değerlendirmesi gerektiği çok kriterli karar verme problemlerinden biridir. Bu çalışma için dondurma üreticisi bir işletmenin yardımcı malzeme tedariğiyle ilgili yaşadığı sıkıntılardan hareket edilmiştir. Çalışmanın amacı dondurma üreticisi bu işletmenin yardımcı malzemeler için tedarikçi seçim kararını etkileyen kriterlerin önceliklendirilmesidir. Çalışma bulgularının tedarikçi seçim kararında referans alabilecekleri bir prosedür sunması ile benzer tedarik süreçlerine sahip üreticilere katkı sağlaması beklenmektedir. Uygulamada tedarikçi seçimine rehberlik edecek yedi kriter, üç uzman tarafından Bulanık Yamuk DEMATEL yöntemi ile değerlendirilmiştir. Çalışma sonucunda “kalite” en yüksek ağırlığa sahip kriter olurken, “prosedürlere uyum” ve “iyi bir tedarikçi profili” kriterleri de diğer önemli kriterler olarak belirlenmiştir.
Anahtar Kelimeler Tedarikçi seçimi, dondurma endüstrisi, yardımcı malzeme, Bulanık Yamuk DEMATEL, Bulanık DEMATEL.
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In AIP Conference Proceedings (2112(1), p. 020076). AIP Publishing LLC. Sathyan, R., Parthiban, P., Dhanalakshmi, R., & Sachin, M. S. (2023). An Integrated Fuzzy MCDM Approach for Modelling and Prioritising the Enablers of Responsiveness in Automotive Supply Chain Using Fuzzy DEMATEL, Fuzzy AHP, and Fuzzy TOPSIS. Soft Computing, 27(1), 257-277. Shen, J. L., Liu, Y. M., & Tzeng, Y. L. (2012). The Cluster-Weighted DEMATEL with ANP Method for Supplier Selection in the Food Industry. Journal of Advanced Computational Intelligence and Intelligent Informatics, 16(5), 567-575. Singh, A., Kumari, S., Malekpoor, H., & Mishra, N. (2018). Big Data Cloud Computing Framework for Low Carbon Supplier Selection in the Beef Supply Chain. Journal of Cleaner Production, 202, 139-149. Sumrit, D., & Jiamanukulkij, K. (2022). A Hybrid Multi-Criteria Decision Framework for Selecting Fourth-Party Logistics Service Providers in Fleet Transportation Management: A Case Study in Plastic Resin Manufacturing. Industrial Engineering & Man. Systems, 21(4), 573-597. Taherdoost, H., & Brard, A. (2019). Analyzing the Process of Supplier Selection Criteria and Methods. Procedia Manufacturing, 32, 1024-1034. Thanh, N. V., & Lan, N. T. K. (2022). A New Hybrid Triple Bottom Line Metrics and Fuzzy MCDM Model: Sustainable Supplier Selection in the Food-Processing Industry. Axioms, 11(2). Tus, A., & Adalı, E. A. (2022). Green Supplier Selection Based on the Combination of Fuzzy SWARA (SWARA-F) and Fuzzy MARCOS (MARCOS-F) Methods. Gazi University Journal of Science, 35(4), 1535-1554. Wang, C. N., Thai, H. T. N., & Van Thanh, N. (2022). Supplier Selection Fuzzy Model in Supply Chain Management: Vietnamese Cafe Industry Case. Computers, Materials & Continua, 72(2). Xie, Z., Tian, G., & Tao, Y. (2022). A Multi-Criteria Decision-Making Framework for Sustainable Supplier Selection in the Circular Economy and Industry 4.0 Era. Sustainability, 14(24). Validi, S., Bhattacharya, A., & Byrne, P.J. (2014). A Case Analysis of a Sustainable Food Supply Chain Distribution System-A Multi-Objective Approach. Int. J. Prod. Econ. 152, 71–87. Yan, H., Yang, Y., Lei, X., Ye, Q., Huang, W., & Gao, C. (2023). Regret Theory and Fuzzy-DEMATEL-Based Model for Construction Program Manager Selection in China. Buildings, 13(4), 838. Yazdani, M., Pamucar, D., Chatterjee, P., & Torkayesh, A. E. (2022). A Multi-tier Sustainable Food Supplier Selection Model Under Uncertainty. Operations Man. Research, 15(1-2), 116-145. Yüksel, S., & Dinçer, H. (2022). Identifying the Strategic Priorities of Nuclear Energy Investments Using Hesitant 2-Tuple Interval-Valued Pythagorean Fuzzy DEMATEL. Progress in Nuclear Energy, 145, 104103. Zahedi, J., Salehi, M., & Moradi, M. (2023). Identifying and Classifying the Financial Resilience Measurement Indices Using Intuitive Fuzzy DEMATEL. Benchmarking: An International Journal, 30(4), 1300-1321. Zhang, J., Yang, D., Li, Q., Lev, B., & Ma, Y. (2021). Research on Sustainable Supplier Selection Based on the rough DEMATEL and FVIKOR Methods. Sustainability, 13(1), 1-20. Zhang, Z. X., Wang, L., Wang, Y. M., & Martínez, L. (2023). A Novel Alpha-Level Sets-Based Fuzzy DEMATEL Method Considering Experts’ Hesitant Information. Expert Systems with Applications, 213, 118925.
Fuzzy Trapezoidal DEMATEL Method for Criteria Weights in Supplier Selection: A Case Study of Ice Cream Producer Yıl 2023, Cilt: 6 Sayı: 2, 97 – 118, 31.12.2023
Damla Çevik Aka
https://doi.org/10.55065/intraders.1365612
Öz Supplier selection is one of the most critical processes in a food industry. The requirement for manufacturers to work with different suppliers for many materials often requires them to plan their supply systems separately. Supplier selection in the food industry is one of the multi-criteria decision-making problems that food businesses need to evaluate many criteria, both qualitatively and quantitatively. This study was prepared due to the difficulties experienced by an ice cream producer company regarding the supply of auxiliary materials. The aim of the study is to prioritize the criteria that affect the supplier selection decision for the auxiliary materials of an ice cream producer company. It is expected that the findings of the study will contribute to manufacturers with similar procurement processes by presenting a procedure that they can refer to in the supplier selection decision. In practice, seven criteria to guide supplier selection were evaluated by three experts with the Fuzzy-Trapezoidal DEMATEL method. As a result of the study, while quality is the criterion with the highest weight, compliance with prosedures and good supplier profile criteria are determined as other important criteria.
Anahtar Kelimeler Supplier Selection, Ice cream industry, Auxiliary foods, Fuzzy-Trapezoidal DEMATEL, Fuzzy DEMATEL
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Food Science and Technology, 42. Kazançoglu, Y., Ozturkoglu, Y., Mangla, S. K., Ozbiltekin-Pala, M., & Ishizaka, A. (2023). A Proposed Framework for Multi-Tier Supplier Performance in Sustainable Supply Chains. International Journal of Production Research, 61(14), 4742-4764. Lahdhiri, M., Babay, A., & Jmali, M. (2022). Multi-Criteria Decision Making Using Hybrid Methods for Supplier Selection in the Clothing Industry. Fibres & Textiles in Eastern Europe, 151(2). Lau, H., Nakandala, D., & Shum, P.K. (2018). A Business Process Decision Model for Fresh-Food Supplier Evaluation. Business Process Management, 24(3), 716–744. Leong, W. Y., Wong, K. Y., & Wong, W. P. (2022). A New Integrated Multi-Criteria Decision-Making Model for Resilient Supplier Selection. Applied System Innovation, 5(1), 8. Magableh, G.M. (2023). Evaluating Wheat Suppliers Using Fuzzy MCDM Technique. Sustainability, 15(13), 10519. Modibbo, U. M., Hassan, M., Ahmed, A., & Ali, I. (2022). Multi-criteria decision analysis for Pharmaceutical Supplier Selection Problem Using Fuzzy TOPSIS. Management Decision, 60(3), 806-836. Priyanka, R., Ravindran, K., Sankaranarayanan, B., & Ali, S. M. (2023). A Fuzzy DEMATEL Decision Modeling Framework for Identifying Key Human Resources Challenges in Start-Up Companies: Implications for Sustainable Development. Decision Analytics Journal, 6, 100192. Rajabpour, E., Fathi, M. R., & Torabi, M. (2022). Analysis of Factors Affecting the Implementation of Green Human Resource Management Using a Hybrid Fuzzy AHP and Type-2 Fuzzy DEMATEL Approach. Environmental Science and Pollution Research, 29(32), 48720-48735. Ramadhani, Y., & Dachyar, M. (2018). Determining Criteria for Food SME’s Supplier Selection Using DEMATEL-Based ANP Method. In MATEC Web of Conferences (248, p. 03008). EDP Sciences. Saraswathi, A. (2019). A Fuzzy-Trapezoidal DEMATEL Approach Method for Solving Decision-Making Problems under Uncertainty. In AIP Conference Proceedings (2112(1), p. 020076). AIP Publishing LLC. Sathyan, R., Parthiban, P., Dhanalakshmi, R., & Sachin, M. S. (2023). An Integrated Fuzzy MCDM Approach for Modelling and Prioritising the Enablers of Responsiveness in Automotive Supply Chain Using Fuzzy DEMATEL, Fuzzy AHP, and Fuzzy TOPSIS. Soft Computing, 27(1), 257-277. Shen, J. L., Liu, Y. M., & Tzeng, Y. L. (2012). The Cluster-Weighted DEMATEL with ANP Method for Supplier Selection in the Food Industry. Journal of Advanced Computational Intelligence and Intelligent Informatics, 16(5), 567-575. Singh, A., Kumari, S., Malekpoor, H., & Mishra, N. (2018). Big Data Cloud Computing Framework for Low Carbon Supplier Selection in the Beef Supply Chain. Journal of Cleaner Production, 202, 139-149. Sumrit, D., & Jiamanukulkij, K. (2022). A Hybrid Multi-Criteria Decision Framework for Selecting Fourth-Party Logistics Service Providers in Fleet Transportation Management: A Case Study in Plastic Resin Manufacturing. Industrial Engineering & Man. Systems, 21(4), 573-597. Taherdoost, H., & Brard, A. (2019). Analyzing the Process of Supplier Selection Criteria and Methods. Procedia Manufacturing, 32, 1024-1034. Thanh, N. V., & Lan, N. T. K. (2022). A New Hybrid Triple Bottom Line Metrics and Fuzzy MCDM Model: Sustainable Supplier Selection in the Food-Processing Industry. Axioms, 11(2). Tus, A., & Adalı, E. A. (2022). Green Supplier Selection Based on the Combination of Fuzzy SWARA (SWARA-F) and Fuzzy MARCOS (MARCOS-F) Methods. Gazi University Journal of Science, 35(4), 1535-1554. Wang, C. N., Thai, H. T. N., & Van Thanh, N. (2022). Supplier Selection Fuzzy Model in Supply Chain Management: Vietnamese Cafe Industry Case. Computers, Materials & Continua, 72(2). Xie, Z., Tian, G., & Tao, Y. (2022). A Multi-Criteria Decision-Making Framework for Sustainable Supplier Selection in the Circular Economy and Industry 4.0 Era. Sustainability, 14(24). Validi, S., Bhattacharya, A., & Byrne, P.J. (2014). A Case Analysis of a Sustainable Food Supply Chain Distribution System-A Multi-Objective Approach. Int. J. Prod. Econ. 152, 71–87. Yan, H., Yang, Y., Lei, X., Ye, Q., Huang, W., & Gao, C. (2023). Regret Theory and Fuzzy-DEMATEL-Based Model for Construction Program Manager Selection in China. Buildings, 13(4), 838. Yazdani, M., Pamucar, D., Chatterjee, P., & Torkayesh, A. E. (2022). A Multi-tier Sustainable Food Supplier Selection Model Under Uncertainty. Operations Man. Research, 15(1-2), 116-145. Yüksel, S., & Dinçer, H. (2022). Identifying the Strategic Priorities of Nuclear Energy Investments Using Hesitant 2-Tuple Interval-Valued Pythagorean Fuzzy DEMATEL. Progress in Nuclear Energy, 145, 104103. Zahedi, J., Salehi, M., & Moradi, M. (2023). Identifying and Classifying the Financial Resilience Measurement Indices Using Intuitive Fuzzy DEMATEL. Benchmarking: An International Journal, 30(4), 1300-1321. Zhang, J., Yang, D., Li, Q., Lev, B., & Ma, Y. (2021). Research on Sustainable Supplier Selection Based on the rough DEMATEL and FVIKOR Methods. Sustainability, 13(1), 1-20. Zhang, Z. X., Wang, L., Wang, Y. M., & Martínez, L. (2023). A Novel Alpha-Level Sets-Based Fuzzy DEMATEL Method Considering Experts’ Hesitant Information. Expert Systems with Applications, 213, 118925. Toplam 40 adet kaynakça vardır.
Ayrıntılar Birincil Dil İngilizce Konular Üretim ve Operasyon Yönetimi Bölüm Makaleler Yazarlar Damla Çevik Aka Kırklareli Üniversitesi 0000-0001-9622-273X Türkiye
Erken Görünüm Tarihi 1 Ocak 2024 Yayımlanma Tarihi 31 Aralık 2023 Gönderilme Tarihi 24 Eylül 2023 Kabul Tarihi 16 Aralık 2023 Yayımlandığı Sayı Yıl 2023 Cilt: 6 Sayı: 2
Kaynak Göster APA Çevik Aka, D. (2023). Fuzzy Trapezoidal DEMATEL Method for Criteria Weights in Supplier Selection: A Case Study of Ice Cream Producer. InTraders International Trade Academic Journal, 6(2), 97-118. https://doi.org/10.55065/intraders.1365612
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