Fuzzy Entropy Based COPRAS Method in Determining the Investment Priorities of Logistics Centers in Survey and Planning Stage in Turkey

Year 2022, , 964 - 986, 30.12.2022

Ümran Şengül , Ahmet Bilal Şengül

https://doi.org/10.18185/erzifbed.1162671

Abstract

Logistics center is logistics regions that are connected to all kinds of transportation networks, have low-cost, fast, and safe transfer equipment between different transportation modes, and have a direct impact on the country's economy and operational efficiency. Since Turkey is geographically located on logistics routes, the establishment of logistics centers is important in terms of economic development. However, the establishment of logistics centers requires serious costs, and the return of costs takes a long time. In this respect, it is necessary to determine the investment priority of the regions that are candidates for establishing a logistics center. Considering the costs of establishing a logistics center, it is significant to research which logistics center investment priority will be given. In this study, the fuzzy entropy based COPRAS method was used to determine the order of investment priority, considering 5 logistics centers in the survey and planning stage of TSR, and 17 criteria. According to the results, the first four most important criteria in logistics center investment priority are proximity to the port, foreign trade potential, number of transport modes, and proximity to the railway. The investment priority order of logistics centers is Istanbul/Yeşilbayır, İzmir/Çandarlı, Mardin, Zonguldak/Filyos and Şırnak/Habur.

Keywords

Logistic center, Fuzzy entropi, COPRAS, Investment priorities, Sensitivity analysis

References

• Aksoy, O. 2012 “An Integer Programming Model for Locating Freight Villages: An Implementation for TCDD”, Unpublished Master Thesis, Gazi University, Institute of Science and Technology, Ankara.
• Aydın, G.T., Öğüt, K.S., 2008, “Lojistik Köy Nedir?”, 2. Uluslararası Demiryolu Sempozyumu, Demiryolu Fuarı Bildiriler Kitabı, 15-17 Ekim 2008, s.1439-1448, İstanbul.
• Aydın, S. 2016. Lojistik Merkez Değerlendirmesi için Karar Verme Modeli ve Uygulama, 5. Ulusal ve Tedarik Zinciri Kongresi, Mersin, Türkiye.
• Ballis A. and Mayrotas G. 2007. “Freight village design using the multicriteria method Promethee” Operational Research, 7(2), 213–231. doi:10.1007/BF02942388.
• Baohua, W., Shiwei, H.E. 2009. ‘‘Robust Optimization Model and Algorithm for Logistics Center Location and Allocation under Uncertain Environment’’, Journal of Transportation Systems Engineering and Information Technology, 9(2), 69-74.
• Baykal, N. and Beyan, T. (2004), “Bulanık Mantık İlke ve Temelleri”, Bıçaklar Kitapevi, Ankara.
• Bayraktutan, Y. and Özbilgin, M. 2014. “The Determination of Logistic Center Investment Levels of the Cities in Turkey by Using Fuzzy Logic”, Erciyes Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 43, 1-36. doi: 10.18070/euiibfd.67041.
• Bodaubayeva, G. 2015. “Formation of industrial and logistic parks in Kazakhstan”, 4th International Conference on Advanced Logistics and Transport (ICALT),41-46.
• Boile M, Theofanis S, Ozbay, K. 2011, “Feasibility of Freight Villages in the NYMTC Region”, Center for Advanced Infrastructure and Transportation Freight and Maritime Program Rutgers, The State University of New Jersey, 1-24.
• Çakmak, E., Onden, I., Acar, A.Z., Eldemir, F., 2021. “Analyzing the location of city logistics centers in Istanbul by integrating geographic information systems with binary particle swarm optimization algorithm”, Case Studies on Transport Policy, 9 (1), 59–67. doi: 10.1016/j.cstp.2020.07.004.
• Calis, A., Gencer, C., 2014. “Historical development of worldwide freight villages and freight villages in Turkey”, Paper presented in CIE44 & IMSS’14 Proceedings, Istanbul, Turkey.
• Chen, G. and Pham, T.T. 2001. “Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems”, Appl. Mech. Rev. Nov 2001, 54(6): B102-B103, doi:10.1115/1.1421114.
• Demirkıran, Y. and Öztürkoğlu, Y. 2020. “Investigating the Potential of the Regions in Turkey for the Establishment of a Logistics Village using the PROMETHEE II Method”, Journal of Yasar University, 15/58, 347-367.
• Dumlu, H. and Wolff, A. 2021. “Evaluation of Logistics Villages in Turkey According to the Potential Efficiency: An Application with the Moora Method”, Kafkas University Economcs and Administrative Sciences Faculty, 12(24), 1000-1026. doi: 10.36543/kauiibfd.2021.041.
• Elgün, M., N., and Elitaş C. 2011. “Modal Proposal for Choosing of Logistic Village Centers Regarding Regional, National and International Transportation and Trade” CBÜ Journal of Social Sciences, 9(2).
• Elgün, M.N. and Aşıkoğlu N.O. 2016. “The Location Selection of Freight Villages with TOPSIS Multi Criteria Decision Making Method”, Afyon Kocatepe University Journal of the Faculty of Economics and Administrative Sciences, 18 (1), 161-170.
• Erdumlu, R. M. 2006. “Urban Logistics and Logistics Village Application”, Unpublished Master Thesis, Istanbul Technical University, Institute of Science and Technology. Istanbul.
• Ertugrul, I. and Tuş, A. 2007. “Interactive Fuzzy Linear Programming and an Application Sample at a Textile Firm”, Fuzzy Optimization and Decision Makin, 6(1), 29-49. doi:10.1007/s10700-006-0023-y.
• Erkayman, B. Gundogar, E. Akkaya, G. & Ipek, M. 2011. “A Fuzzy TOPSIS Approach for Logistics Center Location Selection”, Journal of Business Case Studies (JBCS), 7(3), 49–54. https://doi.org/10.19030/jbcs.v7i3.4263.
• Genç, E. and Coşmuş, Ş. 2021. “Logistics Villages Management Features and Logistics Villages in Turkey”, International Journal of Social, Humanities and Administrative Sciences, 7(35):68-79.
• Hamzaçebi, C., İmamoğlu, G. & Alçı, A. 2016. “Selection of logistics center location with MOORA method for black sea region of Turkey”, Journal of Economics Bibliography, 3(15), 74-82.
• Hosseinzadeh, L. F., Fallahnejad, R. 2010. “Imprecise Shannon’s Entropy and Multi Attribute Decision Making”. Entropy, 12, 53–62. Karadeniz, V. ve Akpınar, E. 2011. “Logistic village applications in turkey and proposal of a new kind of logistic village,” Marmara Coğrafya Dergisi, 0(23), 49-71.
• Karaşan, Ali. 2016. “Lojistik Köy Yer Seçiminde Sezgisel Bulanık Bütünleşik Bir Çok Ölçütlü Yöntem Önerisi”, Yainlanmamış Yüsek Lisans Tezi, İstanbul Teknik Üniversitesi, Fen Bilimleri Enstitüsü, İstanbul.
• Kayıkçı, Y. 2010. “A conceptual model for intermodal freight logistics centre location decisions”, Procedia-Social and Behavioral Sciences, 2(3), pp. 6297-6311. doi: 10.1016/j.sbspro.2010.04.039.
• Kır, F. 2016, "The Importance of Turkey’s Position in Terms of Logistics Village: The Examğle of Kars Logistics Village”, Unpublished Master Thesis, Klis 7 Aralık Univesity, Social Sciences Institute, Kilis, 26-27.
• Klir, G. J. and Yuan, Bo. 1995. “Fuzzy Sets and Fuzzy Logic: Theory and Applications,1st edition”, Pearson College Div, 592 pages. Lee HS. (2005) A Fuzzy Multi-Criteria Decision-Making Model for the Selection of the Distribution Center. In: Wang L., Chen K., Ong Y.S. (eds) Advances in Natural Computation. ICNC 2005. Lecture Notes in Computer Science, vol 3612. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11539902_164.
• M.Nong, T.N. 2021. “A hybrid model for distribution center location selection”, The Asian Journal of Shipping and Logistics, 38, 40-49. doi: 10.1016/j.ajsl.2021.10.003.
• Notteboom, T. 2011. “An Application of Multi-Criteria Analysis to the Location of a Container Hub Port in South Africa”, Maritime Policy Management, 38(1), 51-79.
• Özbek, A. 2019. “Çok Kriterli Karar Verme Yöntemleri ve Excel ile Problem Çözümü 2. baskı”, Seçkin Yayınevi, Ankara. Özdemir, S. Keskin, B. Eren, T. and Özcan, E. 2020. “Multi-Criteria for the Evaluation of Logistics Centers in Turkey Investment Priority Decision Model Proposal” Demiryolu Mühendisliği,12, 83-94. doi: 10.47072/demiryolu.722626.
• Pekkaya, M and Keleş, N. 2022, “Determining criteria interaction and criteria priorities in the freight village location selection process: the experts’ perspective in Turkey”, Asia Pacific Journal of Marketing and Logistics, 34(7), 1348-1367.
• Pham, T.Y., Ma, H.M. & Yeo, G.T. 2017. “Application of fuzzy Delphi TOPSIS to locate logistics centers in Vietnam: The Logisticians’ Perspective”, The Asian Journal of Shipping and Logistics, 33(4), 211-219. doi: 10.1016/j.ajsl.2017.12.004.
• Shahparvari, S., Nasirian, A., Mohammadi, A., Noori, S. & Chhetri, P. 2020. “A GIS-LP integrated approach for the logistics hub location problem”, Computers & Industrial Engineering, 146, 106488, 1-17. doi: 10.1016/j.cie.2020.106488.
• Shannon, C. E. 1948. “A Mathematical Theory of Communication”, Bell System Technical Journal, 27, 379–423. Tanyaş, M. ve Paksoy, T. 2012. “TR52 Konya – Karaman Bölgesi Lojistik Strateji Planı Ön hazırlık Raporu’’, MÜSİAD Konya Şubesi.
• TCDD, “Lojistik Merkezler,” [Online]. Available: http://www.tcdd.gov.tr/content/33. [Accessed: 10.02.2022].
• Tomić, V., Marinković, D. and Marković, D. 2014. “The selection of logistic centers location using multi-criteria comparison: case study of the Balkan Peninsula” Acta Polytechnica Hungarica, 11(10), 97-113.
• Tsaur, S.H., Chang T.Y., Yen, C.H. 2002. “The evaluation of airline service quality by fuzzy MCDM”, Tourism Management, 23(2), 107-115.
• Turskis, Z. and Zavadskas, E. K. 2010. “A new fuzzy additive ratio assessment method (ARAS‐F) Case study: The analysis of fuzzy multiple criteria in order to select the logistic center’s location”, Transport, 25(4), 423-432. doi:10.3846/transport.2010.52.
• Tümenbatur, A. 2021. “Orta Koridor Üzerindeki Demir İpekyolu Güzergahi ve Lojistik Merkez Yer Seçimi”, Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Adana'nın Kurtuluşunun 100. Yılına Özel Sayı, 102-110. Doi: 10.35379/cusosbil.977922.
• Türkmen, B. ve Botsalı, Lojistik Köyü Yer Seçimi ve Türkiye’de Örnek Bir Uygulama, 30th of August Symposium on Scientific Research-III, 30 Agust 2021, Ankara.
• Wang, S. and Liu P. 2007. "The Evaluation Study on Location Selection of Logistics Center Based on Fuzzy AHP and TOPSIS," International Conference on Wireless Communications, Networking and Mobile Computing, 3779-3782, doi: 10.1109/WICOM.2007.935.
• Yang, C, Taudes, A, and Dong, G. 2017, “Efficiency analysis of European Freight Villages: Three peers for benchmarking”, Central European Journal of Operations Research, 25(1), 91-122.
• Yazdani, M., Chatterjee, P., Pamucar, D. & Chakraborty, S. 2020. “Development of an integrated decision-making model for location selection of logistics centers in the Spanish autonomous communities. Expert Systems with Applications”, 148 (113208), doi: 10.1016/j.eswa.2020.113208.
• Yılmaz, R., Kubaş, A., Erbay, E.R., Bengi, S.B., 2014. Çorlu Lojistik Köt Fizibilite Raporu, lojistik_koy_fizibilite_raporu_Çorlu.pdf. Yurdakul, E. M. 2020. “Türkiye’de Lojistik Sektörü ve Ekonomik Büyüme Arasındaki İlişkinin VAR Analizi ile İncelenmesi”, Sosyal Ekonomik Araştırmalar Dergisi, 20 (40).
• Zadeh, L.A. 1965. “Fuzzy Sets”, Information and Control, 8(3), 338-353. doi:10.1016/S0019-9958(65)90241-X
• www.tuik.gov.tr, [Accessed]: 01.07.2022.