A Multi-Criteria Decision-Making Framework Based on the MEREC Method for the Comprehensive Solution of Forklift Selection Problem

Year 2023, , 573 - 590, 01.08.2023

Nuh Keleş

https://doi.org/10.17153/oguiibf.1270016

Cited By: 3

Abstract

Forklift vehicles are used for lifting, lowering, loading, and transporting loads. Aimed of this study is the selection of a forklift vehicle with a combination of multi-criteria decision-making (MCDM) methods. It was used six criteria, 13 alternatives, and the MEREC method. This study also presents a double normalization (DNMEREC) to contribute to a more convenient, and stable ranking of alternatives. 21 different methods were used to evaluate the alternatives: ARAS, CODAS, COPRAS, CoCoSo, ELECTRE, MABAC, EDAS, VIKOR, TOPSIS, SAW, WASPAS, PROMETHEE, MOORA, MOOSRA, MAIRCA, OCRA, PIV, GRA, ROV, MARCOS, PSI. The different methods rankings are integrated using the Borda, and Copeland methods.

Keywords

MCDM, MEREC, DNMEREC, Forklift

Forklift Seçim Probleminin Kapsamlı Çözümü için MEREC Yöntemine Dayalı Çok Kriterli Bir Karar Verme Çerçevesi

Abstract

Forklift araçları, yüklerin kaldırılması, indirilmesi, yüklenmesi ve taşınması için kullanılır. Bu çalışmanın amacı, çok kriterli karar verme (ÇKKV) yöntemlerinin bir kombinasyonuyla forklift seçimi yapmaktır. 6 kriter, 13 alternatif ve MEREC yöntemi kullanılmıştır. Bu çalışma ayrıca, alternatiflerin daha uygun ve istikrarlı bir şekilde sıralanmasına katkıda bulunmak için bir çift normalleştirme (DNMEREC) sunmaktadır. Alternatiflerin değerlendirilmesinde 21 farklı yöntem kullanılmıştır: ARAS, CODAS, COPRAS, CoCoSo, ELECTRE, MABAC, EDAS, VIKOR, TOPSIS, SAW, WASPAS, PROMETHEE, MOORA, MOOSRA, MAIRCA, OCRA, PIV, GRA, ROV, MARCOS, PSI. Farklı yöntem sıralamaları, Borda ve Copeland yöntemleri kullanılarak entegre edilmiştir.

Keywords

MCDM, MEREC, DNMEREC, Forklift

References

• Atanasković, P., Gajić, V., Dadić, I. ve Nikoličić, S. (2013), “Selection of forklift unit for warehouse operation by applying multi-criteria analysis”, Promet-Traffic&Transportation, Vol. 25, No. 4: 379-386. https://doi.org/10.7307/ptt.v25i4.1338
• Agarski, B., Hadzistevic, M., Budak, I., Moraca, S. ve Vukelic, D. (2019), “Comparison of approaches to weighting of multiple criteria for selecting equipment to optimize performance and safety”, International Journal of Occupational Safety and Ergonomics, Vol. 25, No. 2: 228-240. https://doi.org/10.1080/10803548.2017.1341126
• Biswas, S., Bandyopadhyay, G. ve Mukhopadhyaya, J. N. (2022), “A multi-criteria framework for comparing dividend pay capabilities: Evidence from Indian FMCG and consumer durable sector”, Decision Making: Applications in Management and Engineering, Vol. 5, No. 2: 140-175. https://doi.org/10.31181/dmame0306102022b
• Bogićević, Z., Pejčev, A. ve Marković, G. (2015), “Materials handling equipment selection using integrated fuzzy AHP and VIKOR methods”, IMK-14-Istraživanje i razvoj, Vol. 21, No. 3: 87-92. http://dx.doi.org/10.5937/IMK1503087B
• Danış, Y. A. (2022), “OECD Ülkelerinin TOPSIS, VIKOR ve GRA yöntemleri kullanılarak refah göstergelerine göre sıralanması ve bütünleşik bir çözüm önerisi”, Eskişehir Osmangazi Üniversitesi İİBF Dergisi, Vol. 17, No. 2: 433-454.
• Demirci, A. ve Manavgat, G. (2021), “Veri Zarflama Analizi, TOPSİS ve VIKOR Teknikleriyle Forklift Aracı Seçimi: Karma Model Önerisi”. Hacettepe Üniversitesi Sosyal Bilimler Dergisi, Vol. 3, No. 1: 2-27, https://dergipark.org.tr/en/pub/husbdergi/issue/60365/775987
• Ecer, F. ve Hashemkhani Zolfani, S. (2022), “Evaluating economic freedom via a multi-criteria MEREC-DNMA model-based composite system: case of OPEC countries”, Technological and Economic Development of Economy, Vol. 28, No. 4: 1158-1181, https://doi.org/10.3846/tede.2022.17152
• Ersoy, Y. (2020), “Green Machine Selection in a Manufacturing Company Using TOPSIS Method”, Akademia Doğa ve İnsan Bilimleri Dergisi, Vol. 6, No. 1: 45-56, https://dergipark.org.tr/tr/pub/adibd/issue/56994/814246
• Fazlollahtabar, H., Smailbašić, A. ve Stević, Ž. (2019), “FUCOM method in group decision-making: Selection of forklift in a warehouse”, Decision Making: Applications in Management and Engineering, Vol. 2, No. 1: 49-65. https://doi.org/10.31181/dmame1901065f
• Hezam, I. M., Mishra, A. R., Rani, P. ve Alshamrani, A. (2023), “Assessing the barriers of digitally sustainable transportation system for persons with disabilities using Fermatean fuzzy double normalization-based multiple aggregation method”, Applied Soft Computing, Vol. 133, 109910, https://doi.org/10.1016/j.asoc.2022.109910
• Ivanović, B., Saha, A., Stević, Ž., Puška, A. ve Zavadskas, E. K. (2022), “Selection of truck mixer concrete pump using novel MEREC DNMARCOS model”, Archives of Civil and Mechanical Engineering, Vol. 22, No. 4: 173. https://doi.org/10.1007/s43452-022-00491-9
• Kaya, S. K., Ayçin, E. ve Pamucar, D. (2022)”, “Evaluation of social factors within the circular economy concept for European countries”, Central European Journal of Operations Research, Vol. 31: 73-108, https://doi.org/10.1007/s10100-022-00800-w
• Keleş, N. (2022), “Türkiye’deki 52 Havalimanının CRITIC, COCOSO ve WASPAS Yöntemleriyle Değerlendirilmesi”, (Ed. N. Altuntepe), Disiplinlerarası Yaklaşımlarla Uygulamalı Sosyal Bilimler, 225-265.
• Keleş, N. (2023), “Measuring performances through multiplicative functions by modifying the MEREC method: MEREC-G and MEREC-H”, International Journal of Industrial Engineering and Operations Management, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJIEOM-12-2022-0068
• Keleş, N. ve Pekkaya, M. (2023), “Evaluation of logistics centers in terms of sustainability via MCDM methods”, Journal of Advances in Management Research, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/JAMR-04-2022-0087
• Keshavarz-Ghorabaee, M., Amiri, M., Zavadskas, E. K., Turskis, Z. ve Antucheviciene, J. (2021), “Determination of objective weights using a new method based on the removal effects of criteria (MEREC)”, Symmetry, Vol. 13, No. 4: 525. https://doi.org/10.3390/sym13040525
• Mahmoodi, E., Azari, M. ve Dastorani, M. T. (2023), “Comparison of different objective weighting methods in a multi‐criteria model for watershed prioritization for flood risk assessment using morphometric analysis”, Journal of Flood Risk Management, e12894. https://doi.org/10.1111/jfr3.12894
• Mishra, A. R., Saha, A., Rani, P., Hezam, I. M., Shrivastava, R. ve Smarandache, F. (2022), “An integrated decision support framework using single-valued-MEREC-MULTIMOORA for low carbon tourism strategy assessment”, IEEE Access, Vol. 10: 24411-24432. https://doi.org/10.1109/ACCESS.2022.3155171
• Pamučar, D. ve Ćirović, G. (2015), “The selection of transport and handling resources in logistics centers using Multi-Attributive Border Approximation area Comparison (MABAC)”, Expert systems with applications, Vol. 42, No. 6: 3016-3028. https://doi.org/10.1016/j.eswa.2014.11.057
• Pekkaya, M. ve Keleş, N. (2021), “Determining criteria interaction and criteria priorities in freight village location selection process: the experts’ perspective in Turkey”, Asia Pacific Journal of Marketing and Logistics, Vol. 34, No. 7: 1348-1367, https://doi.org/10.1108/APJML-05-2021-0338
• Průša, P., Jovčić, S., Němec, V. ve Mrázek, P. (2018), “Forklift truck selection using TOPSIS method”, IJTTE: International Journal for Traffic and Transport Engineering, Vol. 8, No: 3: 1-8, https://doi.org/10.7708/ijtte.2018.8(3).10
• Sarıçalı, G. ve Kundakcı, N. (2017), “Forklift alternatiflerinin KEMIRA-M yöntemi ile değerlendirilmesi”, Optimum Ekonomi ve Yönetim Bilimleri Dergisi, Vol. 4, No. 1: 35-53, https://doi.org/10.17541/optimum.285053
• Satıcı, S. (2023), “MEREC temelli WASPAS yöntemiyle üniversitelerin girişimci ve yenilikçi performanslarının değerlendirilmesi”, Girişimcilik ve Kalkınma Dergisi, Vol. 17, No. 2: 106-128.
• Simić, V., Ivanović, I., Đorić, V. ve Torkayesh, A. E. (2022), “Adapting urban transport planning to the COVID-19 pandemic: an integrated Fermatean Fuzzy model”, Sustainable Cities and Society, 103669, https://doi.org/10.1016/j.scs.2022.103669
• Sönmez Çakır, F. ve Pekkaya, M. (2020), “Determination of interaction between criteria and the criteria priorities in laptop selection problem”, International Journal of Fuzzy Systems, Vol. 22, No. 4: 1177-1190. https://doi.org/10.1007/s40815-020-00857-2
• Tuzkaya, G., Özgen, D. ve Gülsün, B. (2011), “Malzeme taşıma sistemi alternatiflerinin değerlendirilmesinde bulanık-promethee yaklaşımı”, Doğuş Üniversitesi Dergisi, Vol. 12, No. 1: 144-155.
• Ulutaş, A., Stanujkic, D., Karabasevic, D., Popovic, G. ve Novaković, S. (2022), “Pallet truck selection with MEREC and WISP-S methods”, International Journal of Strategic Management and Decision Support Systems in Strategic Management, Vol. 27, No. 4:23-29, https://doi.org/10.5937/StraMan2200013U
• Voćkić, M., Stojić, G. ve Stević, B. (2018), “Integrated rough SWARA-ARAS model for selection of electric forklift”, In ICMNEE 2018 The 2nd International Conference on Management, Engineering and Environment, 216-227.
• Yu, Y., Wu, S., Yu, J., Xu, Y., Song, L. ve Xu, W. (2022), “A hybrid multi-criteria decision-making framework for offshore wind turbine selection: A case study in China”, Applied Energy, Vol. 328, 120173, https://doi.org/10.1016/j.apenergy.2022.120173