Demontaj Hattı Dengeleme Problemi için ELECTRE’ye Dayalı Bir Çözüm Yaklaşımı Önerisi
Demontaj, tersine tedarik zincirlerindeki kilit rolü göz önüne alındığında önem arz eden bir konudur. Demontaj işleminin etkin yapılması ise demontaj hatlarının dengelenmesi ile mümkün olabilecektir. Bu çalışmada demontaj görevlerinin iş istasyonlarına atanma önceliklerinin belirlenmesi için ELECTRE yöntemi ilk kez kullanılmıştır. Bu önceliklerin kullanılmasıyla elde edilen atamaların iyileştirilmesi için iki algoritma önerilmiştir. İlk iyileştirme algoritması mümkün ise istasyon sayısını en küçüklemeyi hedeflerken, ikinci algoritma da görevlerin atandığı istasyonları değiştirerek daha iyi bir dengeleme yapmayı hedeflemektedir. Elde edilen çözüm literatürde TOPSIS, PROMETHEE ve çoklu gruplama hiyerarşisi ile elde edilen sonuçlarla karşılaştırılmıştır. Bu çalışma kapsamında ayrıca özgün bir karşılaştırma ölçütü olarak Deviation Mean (DM) önerilmiştir.
A Solution Approach Proposal for Disassembly Line Balancing Based on ELECTRE
Disassembly is a crucial subject in view of the fact that it has a pivotal role in reverse supply chains. It will be possible to make effective disassembly operations with disassembly line balancing. In this study, ELECTRE is used for the first time in the literature to determine the assignment priorities of the tasks to work stations. Two algorithms are also proposed to improve the initial assignments. The first improvement algorithm aims to minimize the workstation number if it is possible. On the other hand, the aim of the second improvement is to make a better balance with interchanging the tasks between workstations. The result is compared with the results in the literature. A novel comparison criteria is also proposed called Deviation Mean (DM) in this study.
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- Avikal, S., Mishra, P. K., & Jain, R. (2014-a). A Fuzzy AHP and PROMETHEE method-based heuristic
for disassembly line balancing problems. International Journal of Production Research, 52(5),
1306-1317
- Avikal, S., Jain, R., & Mishra, P. K. (2014-b). A Kano model, AHP and M-TOPSIS method-based
technique for disassembly line balancing under fuzzy environment. Applied Soft Computing,
25, 519-529
- Bezdrob M., Bićo-Čar, M., & Pašić F. (2011). Managerial Decision Making Tools – ELECTRE Methods
Brief Overview of Methods with Practical Examples. Sarajevo Business and Economics
Review, 31.
- Büyüközkan G., Çifçi G. & Güleryüz S. (2011). Strategic Analysis of Healthcare Service Quality Using
Fuzzy AHP Methodology. Expert Systems with Applications, 38, 9407–9424
- Deniz, N. (2016). Sağlık Sektöründe Hizmet Kalite Algısının Ölçümüne Yönelik Ölçek Geliştirme
Çalışması. Basılmamış Doktora Tezi, Eskisehir Osmangazi Üniversitesi, Eskişehir, Turkey.
- Deniz N., Ozcelik F. (2018) Determining Task Assignment Priorities For Disassembly Line Balancing
Problem with ELECTRE. 16th International Supply Chain Management Congress, October 18-
20, Denizli, Turkey.
- Deniz N., Ozcelik F. (2019). An Extended Review on Disassembly Line Balancing with Bibliometric &
Social Network and Future Study Realization Analysis. Journal of Cleaner Production, 225,
697-715.
- Ding, L. P., Feng, Y-X., & Tan, J. R. (2010). A new multi-objective ant colony algorithm for solving the
disassembly line balancing problem. International Journal of Advanced Manufacturing
Technology, 48(5-8), 761-771
- Kalayci, C. B., & Gupta, S. M. (2013). A particle swarm optimization algorithm with neighborhoodbased mutation for sequence-dependent disassembly line balancing problem. International
Journal of Advanced Manufacturing Technology, 69(1-4), 197-209
- Esmaeilian, B., Behdad, S., & Wang, B. (2016). The evolution and future of manufacturing: A review.
Journal of Manufacturing Systems 39, 79–100
- Figueira, J.R., Greco, S., Roy, B., & Slowinski, R. (2013). An overview of ELECTRE methods and their
recent extensions. Journal of Multi-Criteria Decision Analysis, 20(1–2), 61–85
- Galo N. R., Del Rosso Calache L.D., & Carpinetti L.C. R. (2018). A group decision approach for supplier
categorization based on hesitant fuzzy and ELECTRE TRI. International Journal of Production
Economics, 202, 182–196
- Govindan, K., & Jepsen, M. B. (2016). ELECTRE: A comprehensive literature review on methodologies
and applications. European Journal of Operational Research, 250, 1–29
- Govindan, K., Kadzi ´nski M., Ehling R., & Miebs G. (2018). Selection of a sustainable third-party
reverse logistics provider based on the robustness analysis of an outranking graph kernel
conducted with ELECTRE I and SMAA. Omega, 1–15.
- Gülmez, M. (2005). Sağlık Hizmetlerinde Memnuniyet Ölçümü ve Cumhuriyet Üniversitesi Araştırma
Hastanesi’nde Ayakta Tedavi Gören Hastalara Yönelik Bir Uygulama. C.Ü. İktisadi ve İdari
Bilimler Dergisi, 6(2)
- Güngor, A., & Gupta, S. M. (2001). A solution approach to the disassembly line balancing problem in
the presence of task failures. International Journal of Production Research, 39 (7), 1427-
1467
- Ilgın, M. A. (2010). Kanban-controlled disassembly line with sensor embedded products. Doctor of
philosophy, Northeastern University, Boston, Massachusetts.
- Ilgin M.A. (2018) A DEMATEL-Based Disassembly Line Balancing Heuristic. Journal of
Manufacturing Science Engineering, 141 (2).
- Koc, A., Sabuncuoglu, I., & Erel, E., (2009). Two exact formulations for disassembly line balancing
problems with task precedence diagram construction using an AND/OR graph. IIE
Transactions, 41(10), 866-881
- McGovern, S.M. & Gupta S. M. (2003). 2-opt heuristic for the disassembly line balancing problem. in
Proceedings of the SPIE International conference on Environmentally Conscious
Manufacturing III, (pp. 71-84). Providence, Rhode Island.
- McGovern, S. M., & Gupta, S. M. (2007). A balancing method and genetic algorithm for disassembly
line balancing. European Journal of Operational Research, 179(3), 692-708
- Özceylan, E., & Paksoy, T. (2013). Reverse supply chain optimization with disassembly line balancing.
International Journal of Production Research, 51(20), 5985-6001.
- Özceylan, E., Kalaycı, C. B., Güngor, A., & Gupta, S. M. (2018). Disassembly line balancing problem: a
review of the state of the art and future directions. International Journal of Production
Research
- Ren, Y., Zhang, C., Zhao, F., Tian, G., Lin, W., Meng, L., & Li, H. (2018). Disassembly line balancing
problem using interdependent weights-based multi-criteria decision making and 2-optimal
algorithm. Journal of Cleaner Production, 174, 1475-1486.
- Prakash, & Twari, M. K. (2006). Solving a dissassembly line balancing problem with task failure using
a psycho-clonal algorithm. ASME International Design Engineering Technical
Conference/Computers and Information in Engineering Conference, Long Beach, CA
- Rouyendegh, B. D. (Erdebilli B.) (2018). The Intuitionistic Fuzzy ELECTRE model. International
Journal of Management Science and Engineering Management, 13(2), 139–145
- Supraja S., & Kousalya, P. (2016). ELECTRE Method for the Selection of Best Computer System.
Indian Journal of Science and Technology, 9(39)
- Yaralıoğlu, K., (2010). ELECTRE in Karar Verme Yöntemleri. Ankara, Turkey: Detay Yayıncılık,
Retrieved from www.deu.edu.tr/userweb/k.yaralioglu/dosyalar/ELECTRE_Yontemi.doc
- Zhang P., Yao H., Qıu C., & Lıu Y. (2018). Virtual Network Embedding Using Node Multiple Metrics
Based on Simplified ELECTRE Method. IEEE Access, 6