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RANKING OF THE MEMBER COUNTRIES IN THE BLACK SEA ECONOMIC COOPERATION ORGANIZATION USING MULTI-CRITERIA DECISION-MAKING METHODS Skip to content Yıl 2024, Cilt: 12 Sayı: 2, 326 – 343, 01.06.2024
Ahmet Sarucan , Mehmet Emin Baysal , Orhan Engin
https://doi.org/10.36306/konjes.1328033
Öz The objective of the study is to measure and rank the performance of the Black Sea Economic Cooperation Organization (BSECO) member countries for the different four years using Multi-Criteria Decision Making (MCDM) techniques widely used in performance measurement. This is the first study using CRITIC (Criteria Importance through Intercritera Correlation), COPRAS (Compress PRoportional ASssessment- Complex Relative Assessment) and Borda Count Methods to rank countries on basic energy indicators using MCDM. The CRITIC method was used to calculate the critical weights of the criteria established in the first stage of the three-stage work. It is an objective method of MCDM. The performance of BSECO member countries is ranked using the COPRAS method. The weights calculated in the second stage are used for the ranking. In the last stage, using the Borda count method, which is a data fusion technique, a single ranking was obtained by integrating the rankings obtained under different scenarios. According to this result, Albania was the first, Georgia was the second and Armenia was the third. The last place was taken by Türkiye. Thus, MCDM techniques can provide effective and comprehensive results in this kind of problems. It can be observed that the unbiased results are objective measures of the criteria used.
Anahtar Kelimeler Energy Indicators, Performance Evaluation, BSECO, CRITIC Method, COPRAS Method, Borda Count Method
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Gök, “Ranking G20 countries with regard to energy indicators via multiple criteria decision making techniques,” M. S. thesis, Ankara University, Ankara, 2015. International Energy Agency, “Key world energy statistics, 2017.” Available: http://www.iea.org/statistics/statisticssearch/report/?country=TURKEY&product=indicators&year=2010 [Accessed: July 26, 2018]. Y. M. Wang, and Y. Luo, “Integration of correlations with standard deviationsfor determining attribute weights in multiple attribute decision making,” Mathematical and Computer Modeling, vol. 51, no. 12, pp. 1-12, 2010. M. T. Sarımermer, “Girişim sermayesi yatırım ortaklıklarının finansal performanslarının CRITIC ve PROMETHEE yöntemleriyle değerlendirilmesi,” M. S. thesis, Marmara University, İstanbul, 2022. J. Ramík, and R. Perzina, “A method for solving fuzzy multicriteria decision problems with dependent criteria,” Fuzzy Optimization and Decision Making, vol. 9 pp. 123–141, 2010.
Yıl 2024, Cilt: 12 Sayı: 2, 326 – 343, 01.06.2024
Ahmet Sarucan , Mehmet Emin Baysal , Orhan Engin
https://doi.org/10.36306/konjes.1328033
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Pishahang, “A novel energy poverty evaluation: Study of the European Union countries,” Energy, vol. 264, pp. 1-9, 2023. A. Sarucan, M. E. Baysal, and O. Engin, “A spherical fuzzy TOPSIS method for solving the physician selection problem,” Journal of Intelligent & Fuzzy Systems, vol. 42, pp. 181-194, 2022. A. Sarucan, M. E. Baysal, and O. Engin, “Physician selection with a neutrosophic multi-criteria decision making method,” Intelligent and Fuzzy Techniques: Smart and Innovative Solutions- Proceedings of the INFUS 2020 Conference, 2021, pp. 319-327. T. Ertay, C. Kahraman, and I. Kaya, “Evaluation of renewable energy alternatives using MACBETH and fuzzy AHP multicriteria methods: the case of Turkey,” Technological and Economic Development of Economy, vol. 19, no. 1, pp. 38- 62, 2013. E. Wang, “Benchmarking whole-building energy performance with multi-criteria technique for order preference by similarity to ideal solution using a selective objective-weighting approach,” Applied Energy, vol. 146, pp. 92- 103, 2015. S. Malkawi, M. Al-Nimr, and D. Azizi, “A multi-criteria optimization analysis for Jordan’s energy mix,” Energy, vol. 127, pp. 680- 969, 2017. B. Cayir Ervural, R. Evren, and D. Delen, “A multi-objective decision-making approach for sustainable energy investment planning,” Renewable Energy, vol. 126, pp. 387- 402, 2018. G. Vasic, “Application of multi criteria analysis in the design of energy policy: space and water heating in households-city Novi Sad, Serbia,” Energy Policy, vol. 113, pp. 410-419, 2018. A. Sarucan, M. E. Baysal, and O. Engin, “A comparison of member countries in black sea economic cooperation organization with COPRAS method in terms of basic energy ındicators,” International GAP Renewable Energy and Energy Efficiency Congress-GAPYENEV, 2018, pp. 109-113. O. Engin, A. Sarucan, and M. E. Baysal, “Analysis of renewable energy alternatives with the multi-criteria decision making methods for Turkey,” Journal of Social and Humanities Science Research, vol. 5, no. 23, pp. 1223-1231, 2018. F. Rao, Y. M. Tang, K. Y. Chau, W. Iqbal, and M. Abbas, “Assessment of energy poverty and key influencing factors in N11 countries,” Sustainable Production and Consumption, vol. 30, pp. 1- 15, 2022. S. T. Onifade, “Environmental impacts of energy indicators on ecological footprints of oil-exporting African countries: Perspectives on fossil resources abundance amidst sustainable development quests,” Resources Policy, vol. 82, 103481, 2023. Organization of the Black Sea Economic Cooperation, Available: http://www.bsec-organization.org/ [Accessed: March 09, 2023]. Republic of Turkey Ministry of Foreign Affairs, Available: http://www.mfa.gov.tr/the-black-sea-economic-cooperation-organization-_bsec_.en.mfa [Accessed: March 09, 2023]. D. Diakoulaki, G. Mavrotas, and L. Papayannakis, “Determining objective weights in multiple criteria problems: the CRITIC method,” Computers & Operations Research, vol. 22, no. 7, pp. 763-770, 1995. C. Guo, Y. Wang, and W. Jiang, “An empirical study of evaluation index system and measure method on city’s soft power: 17 cities in Shandong Province,” Cross-Cultural Communication, vol. 9, no. 6, pp. 27-31, 2013. A. Jahan, F. Mustapha, S. M. Sapuan, M. Y. Ismail, and M. Bahraminasab, “A framework for weighting of criteria in ranking stage of material selection process,” The International Journal of Advanced Manufacturing Technology, vol. 58, pp. 411–420, 2012. N. Ersoy, “Measuring corporate sustainability performance in the rubber coating industry: an integrated multicriterion framework,” The Online Journal of Science and Technology, vol. 7, no. 4, pp. 146-161, 2017. V. Podvezko, “The comparative analysis of MCDA methods SAW and COPRAS,” Engineering Economics, vol. 22, no. 2, pp. 134-146, 2011. A. Bakhouyi, R. Dehbi, and M. Talea, “Multiple criteria comparative evaluation on the interoperability of LMS by applying COPRAS method,” 2016 Future Technologies Conference (FTC), 2016, pp. 361-366. N. Kundakçı, and A. Tuş Işık, “Integration of MACBETH and COPRAS methods to select air compressor for a textile company,” Decision Science Letters, vol. 5, no. 3, pp. 381-394, 2016. C. Şahin, and A. Öztel, “Comparative analysis of habitability levels of countries with COPRAS method: BRICS countries and Turkey,” International Journal of Western Black Sea Social and Humanities Sciences, vol. 1, no. 1, pp. 75-84, 2017. C. Lamboray, “A comparison between the prudent order and the ranking obtained with Borda’s, Copeland’s, Slater’s and Kemeny’s rules,” Mathematical Social Sciences, vol. 54, pp. 1-16, 2007. R. Nuray, and F. Can, “Automatic ranking of information retrieval systems using data fusion,” Information Processing and Management, vol. 42, no. 3, pp. 595-614, 2006. J. Asafu-Adjaye, “The relationship between energy consumption, energy prices, and economic growth: time series evidence from Asian developing countries,” Energy Economics, vol. 22, no. 6, pp. 615-625, 2000. P. Mozumder, and A. Marathe, “Causality relationship between electricity consumption and GDP in Bangladesh,” Energy Policy, vol. 35, no. 1, pp. 395-402, 2007. A. Belke, F. Dobnik, and C. Dreger, “Energy consumption and economic growth – new insights into the cointegration relationship,” Energy Economics, vol. 33, no. 5, pp. 782-789, 2011. M. Gök, “Ranking G20 countries with regard to energy indicators via multiple criteria decision making techniques,” M. S. thesis, Ankara University, Ankara, 2015. International Energy Agency, “Key world energy statistics, 2017.” Available: http://www.iea.org/statistics/statisticssearch/report/?country=TURKEY&product=indicators&year=2010 [Accessed: July 26, 2018]. Y. M. Wang, and Y. Luo, “Integration of correlations with standard deviationsfor determining attribute weights in multiple attribute decision making,” Mathematical and Computer Modeling, vol. 51, no. 12, pp. 1-12, 2010. M. T. Sarımermer, “Girişim sermayesi yatırım ortaklıklarının finansal performanslarının CRITIC ve PROMETHEE yöntemleriyle değerlendirilmesi,” M. S. thesis, Marmara University, İstanbul, 2022. J. Ramík, and R. Perzina, “A method for solving fuzzy multicriteria decision problems with dependent criteria,” Fuzzy Optimization and Decision Making, vol. 9 pp. 123–141, 2010. Toplam 42 adet kaynakça vardır.
Ayrıntılar Birincil Dil İngilizce Konular Çok Ölçütlü Karar Verme Bölüm Araştırma Makalesi Yazarlar Ahmet Sarucan KONYA TEKNİK UNİVERSİTESIİ 0000-0001-5582-2456 Türkiye
Mehmet Emin Baysal Konya Teknik Üniversitesi 0000-0002-1023-4009 Türkiye
Orhan Engin Konya Teknik Üniversitesi 0000-0002-7250-0317 Türkiye
Yayımlanma Tarihi 1 Haziran 2024 Gönderilme Tarihi 15 Temmuz 2023 Kabul Tarihi 26 Şubat 2024 Yayımlandığı Sayı Yıl 2024 Cilt: 12 Sayı: 2
Kaynak Göster IEEE A. Sarucan, M. E. Baysal, ve O. Engin, “RANKING OF THE MEMBER COUNTRIES IN THE BLACK SEA ECONOMIC COOPERATION ORGANIZATION USING MULTI-CRITERIA DECISION-MAKING METHODS”, KONJES , c. 12, sy. 2, ss. 326–343, 2024, doi: 10.36306/konjes.1328033.
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