Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC
İbrahim Miraç Eligüzel, Nazmiye EligüzelThe increasing demand for sustainable transportation systems has driven researchers and policymakers to investigate new methodologies. European countries, with their diverse landscapes and varying population densities, have been particularly focused on optimizing transportation systems under the aim of achieving sustainability goals. This study evaluates the sustainable transportation practices in 25 European Union member countries through the implementation of grey relational analysis (GRA) and the entropy-multi-attributive border approximation area comparison (entropy-MABAC) methodology. The proposed study specifically examines the sustainability of the transportation system in these European countries. Twelve criteria have been established, providing a comprehensive analysis of various aspects of the sustainability of transportation systems. The utilization of GRA and entropy-MABAC methodology offers a robust framework for decision-makers to make informed choices regarding transportation policies and investments, ensuring a more sustainable and efficient future for European transportation systems. The findings rank Sweden and Germany first and second, respectively. Poland ranks last in both. The correlation analysis produced a coefficient of 0.8218, which is near 1 and implies a substantial correlation between the outcomes generated by GRA and entropy-MABAC, indicating that the outputs from both approaches are consistent. The findings indicate that the two methods are reliable and yield similar results.
PDF Görünüm
Referanslar
- Al-Shammari, A., & Al-Jameel, H. (2023). Evaluation of the Selected Sustainable Indicators for Urban Roads Network: Al-Kufa City as a Case Study. IOP Conference Series: Earth and Environmental Science, 1232(1). https://doi.org/10.1088/1755-1315/1232/1/012051 google scholar
- Amekudzi, A. A., Jotin Khisty, C., & Khayesi, M. (2009). Using the sustainability footprint model to assess development impacts of transportation systems. Transportation Research PartA: Policy and Practice, 43(4), 339-348. https://doi.Org/10.1016/j.tra.2008.11.002 google scholar
- Antunes, J., Tan, Y., Wanke, P., & Jabbour, C. J. C. (2023). Impact of R&D and innovation in Chinese road transportation sustainability performance: A novel trigonometric envelopment analysis for ideal solutions (TEA-IS). Socio-Economic Planning Sciences, 87(PA), 101544. https://doi.org/10.1016/j.seps.2023.101544 google scholar
- Armenta-Deu, C. (2024). Improving Sustainability in Urban and Road Transportation: Dual Battery Block and Fuel Cell Hybrid Power System for Electric Vehicles. Sustainability (Switzerland) , 16(5). https://doi.org/10.3390/su16052110 google scholar
- Babaei, A., Khedmati, M., & Jokar, M. R. A. (2022). A New Model for Evaluation of the Passenger and Freight Transportation Planning Based on the Sustainability and Safety Dimensions: A Case Study. Process Integration and Optimization for Sustainability, 6(4), 1201-1229. https://doi.org/10.1007/s41660-022-00272-0 google scholar
- Biswas, T. K., & Das, M. C. (2018). Selection of hybrid vehicle for green environment using multi-attributive border approximation area comparison method. Management Science Letters, 8(2), 121-130. https://doi.org/10.5267/j.msl.2017.11.004 google scholar
- Bouraima, M. B., Qiu, Y., Stevic, Z., & Simic, V. (2023). Assessment of alternative railway systems for sustainable trans-portation using an integrated IRN SWARA and IRN CoCoSo model. Socio-Economic Planning Sciences, 86(November 2022). https://doi.org/10.1016/j.seps.2022.101475 google scholar
- da Fonseca-Soares, D., Eliziario, S. A., Galvincio, J. D., & Ramos-Ridao, A. F. (2024). Greenhouse Gas Emissions in Railways: Systematic Review of Research Progress. Buildings, 14(2), 1-22. https://doi.org/10.3390/buildings14020539 google scholar
- Deng, F., Fang, Y., Xu, L., & Li, Z. (2020). Tourism, Transportation and Low-Carbon City System Coupling Coordination De-greeA Case Study in Chongqing Municipality, China. International Journal of Environmental Research and Public Health, 17(3). https://doi.org/10.3390/yerph17030792 google scholar
- Deng, J.-L. (1982). Control Problems of Grey Systems. Systems & Control Letters, 1 (5), 288-294. google scholar
- Di Martino, A., Longo, M., & Foiadelli, F. (2024). Increasing transportation sustainability from scratch: Small city context. Energy Conversion and Management, 304(February), 118211. https://doi.org/10.1016/j.enconman.2024.118211 google scholar
- Ecer, F., Küçükönder, H., Kayapınar Kaya, S., & Faruk Görçün, Ö. (2023). Sustainability performance analysis of micro-mobility solutions in urban transportation with a novel IVFNN-Delphi-LOPCOW-CoCoSo framework. Transportation Research Part A: Policy and Practice, 172(April). https://doi.org/10.1016/j.tra.2023.103667 google scholar
- Erdemir, Ö. K., & Kırkağaç, M. (2022). A Comparative Study on Performance of Insurance Companies with Grey Relational Analysis and Analytic Hierarchy Process. Alanya Akademik Bakış, 6(3), 2627-2645. https://doi.org/10.29023/alanyaakademik.1070741 google scholar
- Farid, H. M. A., Dabic-Miletic, S., Riaz, M., Simic, V., & Pamucar, D. (2024). Prioritization of sustainable approaches for smart waste management of automotive fuel cells of road freight vehicles using the q-rung orthopair fuzzy CRITIC-EDAS method. Information Sciences, 661(July 2023), 120162. https://doi.org/10.1016/j.ins.2024.120162 google scholar
- Fulzele, V., Shankar, R., & Choudhary, D. (2019). A model for the selection of transportation modes in the context of sustainable freight transportation. Industrial Management and Data Systems, 119(8), 1764-1784. https://doi.org/10.1108/IMDS-03-2019-0169 google scholar
- Gamal, A., Abdel-Basset, M., Hezam, I. M., Sallam, K. M., & Hameed, I. A. (2023). An Interactive Multi-Criteria Decision-Making Approach for Autonomous Vehicles and Distributed Resources Based on Logistic Systems: Challenges for a Sustainable Future. Sustainability (Switzerland), 15(17). https://doi.org/10.3390/su151712844 google scholar
- Gökçekuş, H., Ozsahin, D. U., & Al-Othman, D. (2019). Evaluation of the impact of sustainable transportation alternatives on environment using fuzzy PROMETHEE method. International Journal of Innovative Technology and Exploring Engineering, 8(8), 3254-3259. google scholar
- Gulcimen, S., Aydogan, E. K., & Uzal, N. (2023). Robust Multicriteria Sustainability Assessment in Urban Transportation. Journal of Urban Planning and Development, 149(2), 4090. https://doi.org/10.1061/jupddm.upeng-4090 google scholar
- Han, C., Zheng, J., Lu, B., & Yu, D. (2022). Analysis on Influencing Factors of urban comprehensive carrying capac-ity: a case study of five provinces in Northwest China. International Conference on Geoinformatics, 2022-Augus, 1-6. https://doi.org/10.1109/Geoinformatics57846.2022.9963843 google scholar
- Heidary Dahooie, J., Mohammadian, A., Qorbani, A. R., & Daim, T. (2023). A portfolio selection of internet of things (IoTs) applications for the sustainable urban transportation: A novel hybrid multi criteria decision making approach. Technology in Society, 75(May), 102366. https://doi.org/10.1016/j.techsoc.2023.102366 google scholar
- Hsiao, S. W., Lin, H. H., & Ko, Y. C. (2017). Application of grey relational analysis to decision-making during product development. Eurasia Journal of Mathematics, Science and Technology Education, 13(6), 2581-2600. https://doi.org/10.12973/EURASIA.2017.01242A google scholar
- Illahi, U., & Mir, M. S. (2019). Sustainable Transportation: Indicators, Frameworks, and Performance Management. Springer-Verlag, Heidelberg, Germany. google scholar
- Jiang, F., Ma, L., Broyd, T., Li, J., Jia, J., & Luo, H. (2023). Systematic framework for sustainable urban road alignment planning. Transportation Research Part D: Transport and Environment, 120(May), 103796. https://doi.org/10.1016/j.trd.2023.103796 google scholar
- Johnson, B. J., & White, S. S. (2010). Promoting Sustainability through Transportation Infrastructure? Innovation and Inertia in the Kansas City Metropolitan Area. Journal of Urban Planning and Development, 136(4), 303-313. https://doi.org/10.1061/(asce)up.1943-5444.0000027 google scholar
- Karjalainen, L. E., & Juhola, S. (2019). Framework for assessing public transportation sustainability in planning and policy-making. Sustainability (Switzerland), 11(4). https://doi.org/10.3390/su11041028 google scholar
- Korucuk, S., Aytekin, A., Ecer, F., Pamucar, D. S. S., & Karamaşa, Ç. (2023). Assessment of ideal smart network strategies for logistics companies using an integrated picture fuzzy LBWA-CoCoSo framework. Management Decision, 61(5), 1434-1462. https://doi.org/10.1108/MD-12-2021-1621 google scholar
- Kovac, M., Tadic, S., Krstic, M., & Veljovic, M. (2023). A Methodology for Planning City Logistics Concepts Based on City-Dry Port Micro-Consolidation Centres. Mathematics, 11(15). https://doi.org/10.3390/math11153347 google scholar
- Kraus, L. (2021). Sustainable Urban Transportation Criteria and Measurement — A Systematic Literature Review. Sustainability, 13(7113). google scholar
- Lev-On, M., Shapiro, E., & Cox, R. (2005). The partnership for clean fuels and vehicles: A new approach to helping countries achieve environmental sustainability in the transportation sector. SAE Technical Papers, 114(2005), 196-205. https://doi.org/10.4271/2005-01-0538 google scholar
- Liu, S., Forrest, J., & Vallee, R. (2009). Emergence and development of grey systems theory. Kybernetes, 38(7), 1246-1256. https://doi.org/10.1108/03684920910976943 google scholar
- Madenoğlu, F. S., Ünlüsoy, Ö. F., & Yılmaz, Ç. (2022). Performance Evaluation of Energy Companies With a Novel Inte-grated Multi-Criteria Decision Making Method. Kafkas Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 13(26), 640-658. https://doi.org/10.36543/kauiibfd.2022.027 google scholar
- Mondal, A., & Roy, S. K. (2022). Application of Choquet integral in interval type-2 Pythagorean fuzzy sustainable supply chain management under risk. International Journal of Intelligent Systems, 37(1), 217-263. https://doi.org/10.1002/int.22623 google scholar
- Noureddine, M., & Ristic, M. (2019). Route planning for hazardous materials transportation: Multi-criteria decision-making approach. Decision Making: Applications in Management and Engineering, 2(1), 66-85. https://doi.org/10.31181/dmame1901066n google scholar
- Palander, T., Haavikko, H., Kortelainen, E., & Karha, K. (2020). Comparison of energy efficiency indicators of road transportation for modeling environmental sustainability in “green” circular industry. Sustainability (Switzerland), 12(7), 1-22. https://doi.org/10.3390/su12072740 google scholar
- Pamucar, D., & Cirovic, G. (2015). The selection of transport and handling resources in logistics centers using Multi-Attributive Border Ap-proximation area Comparison (MABAC). Expert Systems with Applications, 42(6), 3016-3028. https://doi.org/10.1016/j.eswa.2014.11.057 google scholar
- Patil, A. N., Walke, G., & Gawkhare, M. (2019). Grey Relation Analysis Methodology and its Application. RESEARCH REVIEW International Journal of Multidisciplinary, 3085(February), 409-411. https://doi.org/10.5281/zenodo.2578088 google scholar
- Qadir, A., Alghaffari, S. N., Abosuliman, S. S., & Abdullah, S. (2023). A three-way decision-making technique based on Pythagorean double hierarchy linguistic term sets for selecting logistic service provider and sustainable transportation investments. AIMS Mathematics, 8(8), 18665-18695. https://doi.org/10.3934/math.2023951 google scholar
- Rani, P., Alrasheedi, A. F., Mishra, A. R., & Cavallaro, F. (2023). Interval-valued Pythagorean fuzzy operational competitiveness rating model for assessing the metaverse integration options of sharing economy in transportation sector. Applied Soft Computing, 148, 110806. https://doi.org/10.1016/j.asoc.2023.110806 google scholar
- Rehman, F. U., Islam, M. M., & Miao, Q. (2023). Environmental sustainability via green transportation: A case of the top 10 energy transition nations. Transport Policy, 137(April), 32-44. https://doi.org/10.1016/j.tranpol.2023.04.013 google scholar
- Rogers, M. M., & Weber, W. L. (2011). Evaluating CO2 emissions and fatalities tradeoffs in truck transport. International Journal of Physical Distribution and Logistics Management, 41(8), 750-767. https://doi.org/10.1108/09600031111166410 google scholar
- Santos-Arteaga, F. J., Di Caprio, D., Tavana, M., & Tena, E. C. (2023). A Credibility and Strategic Behavior Approach in Hesitant Mul-tiple Criteria Decision-Making With Application to Sustainable Transportation. IEEE Transactions on Fuzzy Systems, 31(2), 460-474. https://doi.org/10.1109/TFUZZ.2022.3188875 google scholar
- Senapati, T., Simic, V., Saha, A., Dobrodolac, M., Rong, Y., & Tirkolaee, E. B. (2023). Intuitionistic fuzzy power Aczel-Alsina model for prioritization of sustainable transportation sharing practices. Engineering Applications of Artificial Intelligence, 119(November 2022), 105716. https://doi.org/10.1016/j.engappai.2022.105716 google scholar
- Şener, F., Aydoğan, S., & Akay, D. (2023). Urban Mobility Patterns with Linguistic Summarization: Insights from the Bicycle- Sharing System. Erciyes University Journal of Institue Of Science and Technology, 39(3), 538-547. google scholar
- Shen, Z., Zhao, Q., & Fang, Q. (2021). Analysis of green traffic development in zhoushan based on entropy weight topsis. Sustainability (Switzerland), 13(14), 1-13. https://doi.org/10.3390/su13148109 google scholar
- Shi, M., Li, X., & Xu, C. (2024). Two-stage site selection of hydrogen refueling stations coupled with gas stations considering cooperative effects based on the CRITIC-ITFAHP-MABAC method: A case study in Beijing. International Journal ofHydrogen Energy, 49, 1274-1292. https://doi.org/10.1016Zj.ijhydene.2023.09.168 google scholar
- Soni, A. R., Amrit, K., & Shinde, A. M. (2022). COVID-19 and transportation of India: influence on infection risk and greenhouse gas emissions. Environment, Development and Sustainability, 0123456789. https://doi.org/10.1007/s10668-022-02311-9 google scholar
- Veskovic, S., Stevic, Z., Stojic, G., Vasiljevic, M., & Milinkovic, S. (2018). Evaluation of the railway management model by us-ing a new integrated model delphi-swara-mabac. Decision Making: Applications in Management and Engineering, 1(2), 34-50. https://doi.org/10.31181/dmame1802034v google scholar
- Yuan, C., Wu, D., & Liu, H. (2017). Using grey relational analysis to evaluate energy consumption, CO2 emissions and growth patterns in China’s provincial transportation sectors. International Journal of Environmental Research and Public Health, 14(12). https://doi.org/10.3390/jerph14121536 google scholar
- Zagorskas, J., & Turskis, Z. (2024). Enhancing Sustainable Mobility: Evaluating New Bicycle and Pedestrian Links to Car-Oriented Industrial Parks with ARAS-G MCDM Approach. Sustainability (Switzerland) , 16(7). https://doi.org/10.3390/su16072994 google scholar
- Zhang, L., & Hua, X. (2023). Evaluating efficiency of railway transportation based on cross-efficiency evaluation method and relative entropy evaluation method in China. IET Intelligent Transport Systems, 17(12), 2410-2418. https://doi.org/10.1049/itr2.12420 google scholar
- Zhang, W., Song, Y., Zhou, G., Song, Z., & Xi, C. (2023). Multiobjective-Based Decision-Making for the Optimization of an Urban Passenger Traffic System Structure. Sustainability (Switzerland), 15(18). https://doi.org/10.3390/su151813644 google scholar
- Zhou, Y., Kundu, T., Goh, M., Chakraborty, S., & Bai, X. (2023). A multi-stage multi-criteria data analytics approach to rank commercial service airports. Journal of Air Transport Management, 111(December 2021), 102410. https://doi.org/10.1016/j.jairtraman.2023.102410 google scholar
- Zhu, Y., Tian, D., & Yan, F. (2020). Effectiveness of Entropy Weight Method in Decision-Making. Mathematical Problems in Engineering, 2020, 1-5. https://doi.org/10.1155/2020/3564835 google scholar
Atıflar
Biçimlendirilmiş bir atıfı kopyalayıp yapıştırın veya seçtiğiniz biçimde dışa aktarmak için seçeneklerden birini kullanın
DIŞA AKTAR
APA
Eligüzel, İ.M., & Eligüzel, N. (2024). Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC. Journal of Transportation and Logistics, 9(2), 245-259. https://doi.org/10.26650/JTL.2024.1437521
AMA
Eligüzel İ M, Eligüzel N. Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC. Journal of Transportation and Logistics. 2024;9(2):245-259. https://doi.org/10.26650/JTL.2024.1437521
ABNT
Eligüzel, İ.M.; Eligüzel, N. Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC. Journal of Transportation and Logistics, [Publisher Location], v. 9, n. 2, p. 245-259, 2024.
Chicago: Author-Date Style
Eligüzel, İbrahim Miraç, and Nazmiye Eligüzel. 2024. “Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC.” Journal of Transportation and Logistics 9, no. 2: 245-259. https://doi.org/10.26650/JTL.2024.1437521
Chicago: Humanities Style
Eligüzel, İbrahim Miraç, and Nazmiye Eligüzel. “Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC.” Journal of Transportation and Logistics 9, no. 2 (Dec. 2024): 245-259. https://doi.org/10.26650/JTL.2024.1437521
Harvard: Australian Style
Eligüzel, İM & Eligüzel, N 2024, 'Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC', Journal of Transportation and Logistics, vol. 9, no. 2, pp. 245-259, viewed 22 Dec. 2024, https://doi.org/10.26650/JTL.2024.1437521
Harvard: Author-Date Style
Eligüzel, İ.M. and Eligüzel, N. (2024) ‘Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC’, Journal of Transportation and Logistics, 9(2), pp. 245-259. https://doi.org/10.26650/JTL.2024.1437521 (22 Dec. 2024).
MLA
Eligüzel, İbrahim Miraç, and Nazmiye Eligüzel. “Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC.” Journal of Transportation and Logistics, vol. 9, no. 2, 2024, pp. 245-259. [Database Container], https://doi.org/10.26650/JTL.2024.1437521
Vancouver
Eligüzel İM, Eligüzel N. Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC. Journal of Transportation and Logistics [Internet]. 22 Dec. 2024 [cited 22 Dec. 2024];9(2):245-259. Available from: https://doi.org/10.26650/JTL.2024.1437521 doi: 10.26650/JTL.2024.1437521
ISNAD
Eligüzel, İbrahimMiraç - Eligüzel, Nazmiye. “Evaluation of Sustainable Transportation in 25 European Countries Using GRA and Entropy MABAC”. Journal of Transportation and Logistics 9/2 (Dec. 2024): 245-259. https://doi.org/10.26650/JTL.2024.1437521