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SÜRDÜRÜLEBİLİR ÇERÇEVEDE TEDARİKÇİ DEĞERLENDİRME PROBLEMİNİN ÇÖZÜMÜNDE SEZGİSEL BULANIK TOPSİS YÖNTEMİNİN KULLANILMASI: BİR MOBİLYA İŞLETMESİ ÖRNEĞİ

Year 2020, Volume: 11 Issue: 21, 1 - 20, 30.06.2020
https://doi.org/10.36543/kauiibfd.2020.001

Abstract

Bu çalışma endüstriyel kuruluşlarda karşılaşılan
ve karar verme probleminden biri olan tedarikçi seçimi ve değerlendirme
problemleri çözümü için sürdürülebilir çerçevede bir yöntem sunmaktır. Bu araştırmada ofis mobilyası
üretimi yapan ve ürünlerinin çoğunu ihraç eden bir firmanın birincil hammaddesi
olan sac tedarikçilerini kendi beklentilerini karşılama oranlarına göre sıralayabilmeleri
için sürdürülebilir çerçevede beş kriter ve on iki alt kriterden oluşan bir
değerlendirme yöntemi önerilmiştir. Değerlendirme yapmak için sezgisel bulanık
TOPSİS yöntemi kullanılmıştır. Çalışmanın sonucunda firma için tedarikçi
değerlendirme sonuçları tedarikçilerin iyiden kötüye doğru bir sıralama verilerek
söz konusu problemin değerlendirilmesi hususunda alternatif bir çözüm önerisi
geliştirilmiştir.

References

  • Adak, A.K., Bhowmik M., Pal, M. (2012). Intuitionistic Fuzzy Block Matrix and its some Properties. Ann Pure Appl Math 2012;1(1):13–31.
  • Alegöz, M., Yapıcıoğlu, H., Supplier Selection and Order Allocation Decisions under Quantity Discount and Fast Service Options, Sustainable Production and Consumption. 2019; 18, 179–189.
  • Alikhania, R., Torabib, S. A., Altay, N., Strategic Supplier Selection Under Sustainability And Risk Criteria, International Journal of Production Economics 2019; 208, 69–82.
  • Amindoust A., Ahmed S., Saghafinia A., Bahreininejad A., Sustainable Supplier Selection: A Ranking Model Based On Fuzzy İnference System, Appl Soft Comput 2012;12(6), 1668–1677.
  • Amindoust, A. Ahmed, S., Saghafinia, S., Bahreininejad, A., Sustainable Supplier Selection: a Ranking Model Based on Fuzzy İnference System, Applied Soft Computing, 2012; 12 (6), 1668-1677.
  • Atanassov, K.T., Intuitionistic Fuzzy-Sets, Fuzzy Sets and Systems 1986; 20(1), 87-96.
  • Avcı Öztürk, B., Özçelik, F., Sustainable Supplier Selection With A Fuzzy Multi-Criteria Decision Making Method Based On Triple Bottom Line, Business and Economics Research Journal 2014; 5 (3), 129–147.
  • Awasthi, A., Chauhan, S.S., Goyal, S., A Fuzzy Multicriteria Approach for Evaluating Environmental Performance of Suppliers, International Journal of Production Economics 2010; 126 (2), 370-378.
  • Aydın Keskin, G., Ihan, S., Özkan, C., The Fuzzy Art Algorithm: A Categorization Method for Supplier Evaluation and Selection, Expert Systems with Applications 2010; 37, 1235-1240.
  • Azadnia, A.H., Saman, M.Z.M., Wong, K.Y., Ghadimi, P. and Zakuan, N., Sustainable Supplier Selection Based On Self-Organizing Map Neural Network And Multi Criteria Decision Making Approaches, Procedia – Social and Behavioral Sciences, 2012; 65, 879-884.
  • Bai,C., Sarkis,J., Integrating Sustainability İnto Supplier Selection with Grey System and Rough Set Methodologies, International Journal of Production Economics 2010; 124, 252-264.
  • Başar, A. Klasik ve Sezgisel Bulanık İkili Karşılaştırma ile Yazılım Geliştirme Projelerinin Maliyet Tahmini: Uygulama Örneği, Bilişim Teknolojileri Dergisi, 2017; 10(2), 129-130.
  • Boran, F. E., Personel Seçimi Probleminde Sezgisel Bulanık Küme Uygulaması. Gazi Üniversitesi Fen Bilimleri Enstitüsü Yüksek Lisans Tezi, 2009, Ankara
  • Boran, F. E., An Integrated Intuıtıonıstıc Fuzzy Multı Crıterıa Decısıon Makıng Method for Facılıty Locatıon Selectıon, Mathematical and Computational Applications 2011; 16 (2), 487-496.
  • Büyüközkan, G., Göçer, F., Application Of A New Combined İntuitionistic Fuzzy MCDM Approachbased on Axiomatic Design Methodology For The Supplier Selection Problem”. Applied Soft Computing 2017; 52, 1222–1238.
  • Chen, C.C., Tseng, M.L., Lin, Y.H., Lin, Z.S., Implementation Of Green Supply Chain Management İn Uncertainty. In: International Conference on IEEM, IEEE 7-10 Dec, 2010, 260-264.
  • Dai, J., Blackhurst, J., A Four-Phase AHP-QFD Approach For Supplier Assessment a Sustainability Perspective”, International Journal of Production Research, 2012; 50 (19), 5474-5490.
  • Efe, B., Boran, F.E, Kurt, M. Sezgisel Bulanık Topsis Yöntemi Kullanılarak Ergonomik Ürün Konsept Seçimi, Süleyman Demirel Üniversitesi Mühendislik Bilimleri ve Tasarım Dergisi 2015; 3(3), ÖS: Ergonomi 2015, 433-440.
  • Elkington, J., Cannibals with forks – The triple bottom line of 21st century business, Oxford: Capstone Publishing Ltd, (1997).
  • Ghadimi, P. and Heavey, C., Sustainable Supplier Selection İn Medical Device İndustry: Toward Sustainable Manufacturing, Procedia CIRP 2014; 15, 165-170.
  • Ghayebloo S., Tarokh M.J., Venkatadri U., Diallo C., Developing a Bi-Objective Model of The Closed-Loop Supply Chain Network with Green Supplier Selection and Disassembly of Products: The İmpact of Parts Reliability and Product Greenness on The Recovery Network. J Manuf Syst 2015; 36, 76–86.
  • Ho W., Xu X., Dey P.K., Multi-Criteria Decision Making Approaches for Supplier Evaluation and Selection: A Literature Review, European Journal of Operational Research 2010, 202,16–24.
  • Hsu, C.W., Hu, A.H., Applying Hazardous Substance Management To Supplier Selection Using Analytic Network Process, Journal of Cleaner Production 2009, 17, 255–264.
  • Humphreys, P., Wong, Y., Chan, F., Integrating Environmental Criteria İnto the Supplier Selection Process, Journal of Materials Processing Technology 2003, 138, 349-356.
  • Karaaslan A., Karadağ Albayrak, Ö., Gri İlişkisel Analizi Yöntemi ile Tedarikçi Değerlendirme Uygulaması, Kafkas Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 2017; 19, 1307-5500.
  • Khan, S. A., Kusi-Sarpong, S., Arhin, G. G., Kusi-Sarpong, H., Supplier sustainability performance evaluation and selection: A framework and methodology, Journal of Cleaner Production, 205, 2018, 964-979.
  • Kuo, R., Wang, Y., Tien, F., Integration Of Artificial Neural Network And MADA Amindoust, Journal of Cleaner Production 2010; 18(12), 1161-1170.
  • Lee, A.H.I., Kang, H.Y. , Hsu, C.F., Hung, H.C., A Green Supplier Selection Model for High-Tech İndustry, Expert Systems with Applications 2009; 36, 7917–7927.
  • Liu, H, Wang, G., Multi-Criteria Decision-Making Methods Based on İntuitionistic Fuzzy Sets, European Journal of Operational Research 2007; 179 (2007) 220–233.
  • Mafakheri, F., Breton, M., Ghoniem, A., Supplier Selection-Order Allocation: A Two stage Multiple Criteria Dynamic Programming Approach, International Journal of Production Economics 2011; 132(1), 52-57.
  • Memari, A., Dargi, A., Jokar, M.R.A., Ahmad, R., Rahim, A.R.A., Sustainable Supplier Selection: A Multi-Criteria İntuitionistic Fuzzy TOPSIS Method, Journal of Manufacturing Systems 2019; 50,9-24.
  • Orji, I. and Wei, S., A Decision Support Tool for Sustainable Supplier Selection in Manufacturing Firms”, Journal of Industrial Engineering and Management 2014; 7(5), 1293 1315.
  • Özkır, V. Belirsizlik Altında Çevre Bilinçli Tedarikçi Seçimi Probleminin İncelenmesi, Doğuş Üniversitesi Dergisi, 2018; 19 (1), 23 – 37.
  • Punniyamoorthy, M., Mathiyalagan, P., Vasishta, G., A Strategic Model Using Structural Equation Modeling And Fuzzy Logic in Supplier Selection, Expert Systems with Applications 2010; 38 (1), 458-474.
  • Sen D.K., Datta S., Mahapatra S.S., Sustainable Supplier Selection İn İntuitionistic Fuzzy Environment: A Decision Making Perspective. Benchmarking: An International Journal, 2018; 25 (2), 545-574.
  • Tseng, M.L., Chiu, A.S., Evaluating Firm’s Green Supply Chain Management in Linguistic Preferences, Journal of Cleaner Production 2013; 40, 22-31.
  • Xu, Z.H. Intuitionistic Fuzzy Aggregation Operators, IEEE Transactions on Fuzzy Systems 2007; 15(6), 1179-1187.
  • Xu, Z. S., Yager, R. R., Dynamic İntuitionistic Fuzzy Multi-Attribute Decision Making. International Journal of Approximate Reasoning, 2008; 48(1), 246–262.
  • Zadeh, L. A., Fuzzy Sets, Information and Control, 1965; 8(3), 338–353.
  • Zhang, S., Liu, S., A GRA-Based İntuitionistic Fuzzy Multi-Criteria Group Decision Making Method For Personnel Selection, Expert Systems with Applications 2011; 38, 11401–11405.
  • Zhong, L., Yao, L. An ELECTRE I‐Based Multi‐Criteria Group Decision Making Method with İnterval Type‐2 Fuzzy Numbers And İts Application To Supplier Selection. Applied Soft Computing, 2017; 57, 556‐576.
  • Zimmer K., Fröhling M., Schultmann F., Sustainable Supplier Management–A Review Of Models Supporting Sustainable Supplier Selection, Monitoring and Development. Int J Prod Res 2016; 54(5), 1412–1442.
Year 2020, Volume: 11 Issue: 21, 1 - 20, 30.06.2020
https://doi.org/10.36543/kauiibfd.2020.001

Abstract

References

  • Adak, A.K., Bhowmik M., Pal, M. (2012). Intuitionistic Fuzzy Block Matrix and its some Properties. Ann Pure Appl Math 2012;1(1):13–31.
  • Alegöz, M., Yapıcıoğlu, H., Supplier Selection and Order Allocation Decisions under Quantity Discount and Fast Service Options, Sustainable Production and Consumption. 2019; 18, 179–189.
  • Alikhania, R., Torabib, S. A., Altay, N., Strategic Supplier Selection Under Sustainability And Risk Criteria, International Journal of Production Economics 2019; 208, 69–82.
  • Amindoust A., Ahmed S., Saghafinia A., Bahreininejad A., Sustainable Supplier Selection: A Ranking Model Based On Fuzzy İnference System, Appl Soft Comput 2012;12(6), 1668–1677.
  • Amindoust, A. Ahmed, S., Saghafinia, S., Bahreininejad, A., Sustainable Supplier Selection: a Ranking Model Based on Fuzzy İnference System, Applied Soft Computing, 2012; 12 (6), 1668-1677.
  • Atanassov, K.T., Intuitionistic Fuzzy-Sets, Fuzzy Sets and Systems 1986; 20(1), 87-96.
  • Avcı Öztürk, B., Özçelik, F., Sustainable Supplier Selection With A Fuzzy Multi-Criteria Decision Making Method Based On Triple Bottom Line, Business and Economics Research Journal 2014; 5 (3), 129–147.
  • Awasthi, A., Chauhan, S.S., Goyal, S., A Fuzzy Multicriteria Approach for Evaluating Environmental Performance of Suppliers, International Journal of Production Economics 2010; 126 (2), 370-378.
  • Aydın Keskin, G., Ihan, S., Özkan, C., The Fuzzy Art Algorithm: A Categorization Method for Supplier Evaluation and Selection, Expert Systems with Applications 2010; 37, 1235-1240.
  • Azadnia, A.H., Saman, M.Z.M., Wong, K.Y., Ghadimi, P. and Zakuan, N., Sustainable Supplier Selection Based On Self-Organizing Map Neural Network And Multi Criteria Decision Making Approaches, Procedia – Social and Behavioral Sciences, 2012; 65, 879-884.
  • Bai,C., Sarkis,J., Integrating Sustainability İnto Supplier Selection with Grey System and Rough Set Methodologies, International Journal of Production Economics 2010; 124, 252-264.
  • Başar, A. Klasik ve Sezgisel Bulanık İkili Karşılaştırma ile Yazılım Geliştirme Projelerinin Maliyet Tahmini: Uygulama Örneği, Bilişim Teknolojileri Dergisi, 2017; 10(2), 129-130.
  • Boran, F. E., Personel Seçimi Probleminde Sezgisel Bulanık Küme Uygulaması. Gazi Üniversitesi Fen Bilimleri Enstitüsü Yüksek Lisans Tezi, 2009, Ankara
  • Boran, F. E., An Integrated Intuıtıonıstıc Fuzzy Multı Crıterıa Decısıon Makıng Method for Facılıty Locatıon Selectıon, Mathematical and Computational Applications 2011; 16 (2), 487-496.
  • Büyüközkan, G., Göçer, F., Application Of A New Combined İntuitionistic Fuzzy MCDM Approachbased on Axiomatic Design Methodology For The Supplier Selection Problem”. Applied Soft Computing 2017; 52, 1222–1238.
  • Chen, C.C., Tseng, M.L., Lin, Y.H., Lin, Z.S., Implementation Of Green Supply Chain Management İn Uncertainty. In: International Conference on IEEM, IEEE 7-10 Dec, 2010, 260-264.
  • Dai, J., Blackhurst, J., A Four-Phase AHP-QFD Approach For Supplier Assessment a Sustainability Perspective”, International Journal of Production Research, 2012; 50 (19), 5474-5490.
  • Efe, B., Boran, F.E, Kurt, M. Sezgisel Bulanık Topsis Yöntemi Kullanılarak Ergonomik Ürün Konsept Seçimi, Süleyman Demirel Üniversitesi Mühendislik Bilimleri ve Tasarım Dergisi 2015; 3(3), ÖS: Ergonomi 2015, 433-440.
  • Elkington, J., Cannibals with forks – The triple bottom line of 21st century business, Oxford: Capstone Publishing Ltd, (1997).
  • Ghadimi, P. and Heavey, C., Sustainable Supplier Selection İn Medical Device İndustry: Toward Sustainable Manufacturing, Procedia CIRP 2014; 15, 165-170.
  • Ghayebloo S., Tarokh M.J., Venkatadri U., Diallo C., Developing a Bi-Objective Model of The Closed-Loop Supply Chain Network with Green Supplier Selection and Disassembly of Products: The İmpact of Parts Reliability and Product Greenness on The Recovery Network. J Manuf Syst 2015; 36, 76–86.
  • Ho W., Xu X., Dey P.K., Multi-Criteria Decision Making Approaches for Supplier Evaluation and Selection: A Literature Review, European Journal of Operational Research 2010, 202,16–24.
  • Hsu, C.W., Hu, A.H., Applying Hazardous Substance Management To Supplier Selection Using Analytic Network Process, Journal of Cleaner Production 2009, 17, 255–264.
  • Humphreys, P., Wong, Y., Chan, F., Integrating Environmental Criteria İnto the Supplier Selection Process, Journal of Materials Processing Technology 2003, 138, 349-356.
  • Karaaslan A., Karadağ Albayrak, Ö., Gri İlişkisel Analizi Yöntemi ile Tedarikçi Değerlendirme Uygulaması, Kafkas Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 2017; 19, 1307-5500.
  • Khan, S. A., Kusi-Sarpong, S., Arhin, G. G., Kusi-Sarpong, H., Supplier sustainability performance evaluation and selection: A framework and methodology, Journal of Cleaner Production, 205, 2018, 964-979.
  • Kuo, R., Wang, Y., Tien, F., Integration Of Artificial Neural Network And MADA Amindoust, Journal of Cleaner Production 2010; 18(12), 1161-1170.
  • Lee, A.H.I., Kang, H.Y. , Hsu, C.F., Hung, H.C., A Green Supplier Selection Model for High-Tech İndustry, Expert Systems with Applications 2009; 36, 7917–7927.
  • Liu, H, Wang, G., Multi-Criteria Decision-Making Methods Based on İntuitionistic Fuzzy Sets, European Journal of Operational Research 2007; 179 (2007) 220–233.
  • Mafakheri, F., Breton, M., Ghoniem, A., Supplier Selection-Order Allocation: A Two stage Multiple Criteria Dynamic Programming Approach, International Journal of Production Economics 2011; 132(1), 52-57.
  • Memari, A., Dargi, A., Jokar, M.R.A., Ahmad, R., Rahim, A.R.A., Sustainable Supplier Selection: A Multi-Criteria İntuitionistic Fuzzy TOPSIS Method, Journal of Manufacturing Systems 2019; 50,9-24.
  • Orji, I. and Wei, S., A Decision Support Tool for Sustainable Supplier Selection in Manufacturing Firms”, Journal of Industrial Engineering and Management 2014; 7(5), 1293 1315.
  • Özkır, V. Belirsizlik Altında Çevre Bilinçli Tedarikçi Seçimi Probleminin İncelenmesi, Doğuş Üniversitesi Dergisi, 2018; 19 (1), 23 – 37.
  • Punniyamoorthy, M., Mathiyalagan, P., Vasishta, G., A Strategic Model Using Structural Equation Modeling And Fuzzy Logic in Supplier Selection, Expert Systems with Applications 2010; 38 (1), 458-474.
  • Sen D.K., Datta S., Mahapatra S.S., Sustainable Supplier Selection İn İntuitionistic Fuzzy Environment: A Decision Making Perspective. Benchmarking: An International Journal, 2018; 25 (2), 545-574.
  • Tseng, M.L., Chiu, A.S., Evaluating Firm’s Green Supply Chain Management in Linguistic Preferences, Journal of Cleaner Production 2013; 40, 22-31.
  • Xu, Z.H. Intuitionistic Fuzzy Aggregation Operators, IEEE Transactions on Fuzzy Systems 2007; 15(6), 1179-1187.
  • Xu, Z. S., Yager, R. R., Dynamic İntuitionistic Fuzzy Multi-Attribute Decision Making. International Journal of Approximate Reasoning, 2008; 48(1), 246–262.
  • Zadeh, L. A., Fuzzy Sets, Information and Control, 1965; 8(3), 338–353.
  • Zhang, S., Liu, S., A GRA-Based İntuitionistic Fuzzy Multi-Criteria Group Decision Making Method For Personnel Selection, Expert Systems with Applications 2011; 38, 11401–11405.
  • Zhong, L., Yao, L. An ELECTRE I‐Based Multi‐Criteria Group Decision Making Method with İnterval Type‐2 Fuzzy Numbers And İts Application To Supplier Selection. Applied Soft Computing, 2017; 57, 556‐576.
  • Zimmer K., Fröhling M., Schultmann F., Sustainable Supplier Management–A Review Of Models Supporting Sustainable Supplier Selection, Monitoring and Development. Int J Prod Res 2016; 54(5), 1412–1442.
There are 42 citations in total.

Details

Primary Language Turkish
Journal Section Articles
Authors

Özlem Karadağ Albayrak 0000-0003-0832-0490

Ömer Alkan 0000-0002-3814-3539

Publication Date June 30, 2020
Acceptance Date January 27, 2020
Published in Issue Year 2020 Volume: 11 Issue: 21

Cite

APA Karadağ Albayrak, Ö., & Alkan, Ö. (2020). SÜRDÜRÜLEBİLİR ÇERÇEVEDE TEDARİKÇİ DEĞERLENDİRME PROBLEMİNİN ÇÖZÜMÜNDE SEZGİSEL BULANIK TOPSİS YÖNTEMİNİN KULLANILMASI: BİR MOBİLYA İŞLETMESİ ÖRNEĞİ. Kafkas Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 11(21), 1-20. https://doi.org/10.36543/kauiibfd.2020.001

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