Evaluation of the Performance of Armored Military Vehicles by the Global Fuzzy MULTIMOORA Method

Evaluation of the Performance of Armored Military Vehicles by the Global Fuzzy MULTIMOORA Method

It has been observed that there are inadequacies in determining membership degrees in classical set theory, where uncertainty can be modeled in a narrower definition range. In spherical fuzzy set theory, this has allowed it to be modeled in a wider range of definitions. In this study, a study was carried out by using the MULTIMOORA method and the spherical fuzzy set theorem. Spherical Fuzzy MULTIMOORA method, which references the steps of the classical MULTIMOORA method; The spherical fuzzy ratio method, spherical fuzzy reference method, spherical exact product is formed in the method, and the final result turns into a single order with the order dominance theorem. In the application part, in the study on the performance evaluation of armored vehicles, 4 different military armored vehicles were evaluated with the Global Fuzzy MULTIMOORA method according to 5 different criteria.

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  • Zadeh, L.A. (1965). Fuzzy Sets. Information and control, 8, 338-353 doi: https://doi.org/10.2307/2272014
  • Gündoğdu, F.K, Kahraman, C. (2019). Spherical fuzzy sets and spherical fuzzy TOPSIS method. Journal of intelligent&fuzzy systems, 36 (1), 337-352. doi: https://doi.org/10.3233/JIFS-181401
  • Brauers, W.K.M., Zavadskas, E. K. (2010). Project management by MULTIMOORA as an instrument for transition economies, Technological and economic development of Economy, 16(1), 5-24. doi: https://doi.org/10.3846/tede.2010.01
  • Cheng, C., Lin, Y. (2001). Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation, European Journal of Operational Research, 142, 174-186. doi: https://doi.org/10.1016/S0377- 2217(01)00280-6
  • Gazibey, Y., Kantemir, O., Demirel, A., (2015). Interaction among the Criteria Affecting Main Battle Tank Selection: An Analysis with DEMATEL Method, Defence Science Journal, 65, 345-355. doi: https://doi.org/10.14429/dsj.65.8924
  • Göleç, A., Gürbüz, F., Şenyiğit, E., (2016). Determination Of Best Military Cargo Aircraft With MultiCriteriaDecision-Making Techniques, MANAS Journal of Social Studies, 5, 87-101. https://avesis.erciyes.edu.tr/yayin/85587193-b95e-4aa9-b54d-8a01f52ca789/determination-of-best-militarycargo-aircraft-with-multi-criteria-decision-making-techniques
  • Guanziroli, A., Mattei, G, Canetta, L. (2017). Multi Criteria Analysis Applied on Value Chain Definition in Unmanned Aerial Vehicle (UAV) Sector. Madeira, Portugal
  • Ali, Y., Muzaffar, A., Muhammed, N., Salman, A., (2017). Selection Of A Fighter Aircraft To Improve The Effectıveness Of Aır Combat In The War On Terror: Pakistan Air Force - A Case In Poınt, International Journal of the Analytic Hierarchy Process, 9. doi: https://doi.org/10.13033/ijahp.v9i2.489
  • Yıldızbaşı, A., Özdemir, M., (2019). A Decısıon-Makıng Model Proposal (Aav) For Selectıon Of Amphıbıous Attack Vehıcles For Landıng Platform Dock (Lpd) By Integrated Mcdm Methods, Konya Journal of Engineering Sciences, 8, 369-383. doi: https://doi.org/10.36306/konjes.588831
  • Deniz, S. (2019). Savunma Tedarikinde Çok Kriterli Karar Verme Yöntemlerinin (Çkkv) Kullanılması: Topsıs Yöntemi İle Taktik Tekerlekli Zırhlı Araç (Ttza) Seçimi (Yüksek Lisans Tezi). Milli Savunma Üniversitesi, İstanbul.
  • Ardil, C., (2019). Aircraft Selection Using Multiple Criteria Decision Making Analysis Method with Different Data Normalization Techniques, International Journal of Industrial and Systems Engineering, 13, 744-756. https://publications.waset.org/10012211/aircraft-selection-using-multiple-criteria-decision-making-analysismethod-with-different-data-normalization-techniques
  • Ardil, C., (2019). Military Fighter Aircraft Selection Using Multiplicative Multiple Criteria Decision Making Analysis Method, International Journal of Mathematical and Computational Sciences, 13, 184- 193.https://publications.waset.org/10012190/military-fighter-aircraft-selection-using-multiplicative-multiplecriteria-decision-making-analysis-method
  • Santos, M., Costa, I., Gomes, C., (2021) Multicriteria Decision-Making In The Selection Of Warships: A New Approach To The Ahp Method, International Journal of the Analytic Hierarchy Process 13, 147-169. doi: https://doi.org/10.13033/ijahp.v13i1.833
  • Maeda, S., Costa, I., Junior, M., Favero, L., Costa, A., Corriça, J., Gomes, C., Santos, M. (2021). Multi-criteria Analysis Applied to Aircraft Selection by Brazilian Navy, Produçã, 31 doi: https://doi.org/10.1590/0103- 6513.20210011
  • Brauers, W., Zavadskas, Edmunds., (2006), The MOORA Method and Its Application to Privatization in a Transition Economy, Control and Cybernetics, 35, 445-469. https://www.researchgate.net/publication/228345226_The_MOORA_method_and_its_application_to_privatization_in_a_transition_economy
  • Bruers, W., Zavadskas.,(2010). Robustness of The Multi‐objective MOORA Method with a Test for The Facilities Sector, Technological and Economic Development, 15, 352-375. doi:https://doi.org/10.3846/1392- 8619.2009.15.352-375
  • Chakraborty, S.(2010). Applications of The MOORA Method for Decision Making in Manufacturing Environment, The International Journal of Advanced Manufacturing Technology, 54, 1155–1166. doi: https://doi.org/10.1007/s00170-010-2972-0
  • Ergül, Ö., (2015), Gri İlişkisel Analiz ve MOORA Yöntemleriyle Tedarikçi Seçimi ve Bir İşletmede Uygulaması (Yüksek Lisans Tezi). Kocaeli Üniversitesi, Kocaeli.
  • Chand, M., Bhatia, N. Singh, R., (2016), ANP-MOORA-Based Approach for The Analysis of Selected Issues of Green Supply Chain, Benchmarking An International Journal, 25, 642-659. doi: https://doi.org/10.1108/BIJ-11 2016-0177
  • Arabsheybani, A., Paydar, M., Safaei, A., (2018), An Integrated Fuzzy MOORA Method and FMEA Technique for Sustainable Supplier Selection, Journal of Cleaner Production, 190, 577-591. doi: https://doi.org/10.1016/j.jclepro.2018.04.167