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

Yıl 2023, Cilt: 18 Sayı: 2, 573 - 590, 01.08.2023
https://doi.org/10.17153/oguiibf.1270016

Öz

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.

Kaynakça

  • 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

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

Yıl 2023, Cilt: 18 Sayı: 2, 573 - 590, 01.08.2023
https://doi.org/10.17153/oguiibf.1270016

Öz

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.

Kaynakça

  • 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
Toplam 29 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Makaleler
Yazarlar

Nuh Keleş 0000-0001-6768-728X

Yayımlanma Tarihi 1 Ağustos 2023
Gönderilme Tarihi 23 Mart 2023
Yayımlandığı Sayı Yıl 2023 Cilt: 18 Sayı: 2

Kaynak Göster

APA Keleş, N. (2023). A Multi-Criteria Decision-Making Framework Based on the MEREC Method for the Comprehensive Solution of Forklift Selection Problem. Eskişehir Osmangazi Üniversitesi İktisadi Ve İdari Bilimler Dergisi, 18(2), 573-590. https://doi.org/10.17153/oguiibf.1270016