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Original Articles

Sequencing mixed-model assembly lines with demand management: problem development and efficient multi-objective algorithms

, &
Pages 1101-1118 | Received 07 Feb 2020, Accepted 14 Apr 2020, Published online: 20 May 2020

References

  • Bautista, Joaquín, Rocío Alfaro, and Cristina Batalla. 2015. “Modeling and Solving the Mixed-Model Sequencing Problem to Improve Productivity.” International Journal of Production Economics 161: 83–95. doi:10.1016/j.ijpe.2014.11.018.
  • Bautista, Joaquín, and Rocío Alfaro-Pozo. 2018. “A GRASP Algorithm for Quota Sequences with Minimum Work Overload and Forced Interruption of Operations in a Mixed-Product Assembly Line.” Progress in Artificial Intelligence 7: 197–211. doi:10.1007/s13748-018-0144-x.
  • Bautista, Joaquín, Rocío Alfaro-Pozo, and Cristina Batalla-García. 2015. “Consideration of Human Resources in the Mixed-Model Sequencing Problem with Work Overload Minimization: Legal Provisions and Productivity Improvement.” Expert Systems with Applications 42 (22): 8896–8910. doi:10.1016/j.eswa.2015.07.044.
  • Bautista-Valhondo, Joaquín, and Rocío Alfaro-Pozo. 2018. “An Expert System to Minimize Operational Costs in Mixed-Model Sequencing Problems with Activity Factor.” Expert Systems with Applications 104: 185–201. doi:10.1016/j.eswa.2018.03.031.
  • Boysen, Nils, Malte Fliedner, and Armin Scholl. 2009. “Sequencing Mixed-Model Assembly Lines: Survey, Classification and Model Critique.” European Journal of Operational Research 192 (2): 349–373. doi:10.1016/j.ejor.2007.09.013.
  • Clerc, Maurice, and James Kennedy. 2002. “The Particle Swarm-Explosion, Stability, and Convergence in a Multidimensional Complex Space.” IEEE Transactions on Evolutionary Computation 6 (1): 58–73. doi:10.1109/4235.985692.
  • Dağdeviren, Metin, Serkan Yavuz, and Nevzat Kılınç. 2009. “Weapon Selection Using the AHP and TOPSIS Methods Under Fuzzy Environment.” Expert Systems with Applications 36 (4): 8143–8151. doi:10.1016/j.eswa.2008.10.016.
  • Defersha, Fantahun M, and Fatemeh Mohebalizadehgashti. 2018. “Simultaneous Balancing, Sequencing, and Workstation Planning for a Mixed Model Manual Assembly Line Using Hybrid Genetic Algorithm.” Computers & Industrial Engineering 119: 370–387. doi:10.1016/j.cie.2018.04.014.
  • Dellaert, N. P., and M. T. Melo. 1996. “Production Strategies for a Stochastic Lot-Sizing Problem with Constant Capacity.” European Journal of Operational Research 92 (2): 281–301. doi:10.1016/0377-2217(95)00166-2.
  • Hwang, C.-L., and Abu Syed Md Masud. 1981. Multiple Objective Decision Making – Methods and Applications: A State-of-the-Art Survey. 1st ed. New York: Springer Berlin Heidelberg.
  • Hyun, Chul Ju, Yeongho Kim, and Yeo Keun Kim. 1998. “A Genetic Algorithm for Multiple Objective Sequencing Problems in Mixed Model Assembly Lines.” Computers & Operations Research 25 (7–8): 675–690.
  • Jahanshahloo, Gholam Reza, F. Hosseinzadeh Lotfi, and Mohammad Izadikhah. 2006. “Extension of the TOPSIS Method for Decision-Making Problems with Fuzzy Data.” Applied Mathematics and Computation 181 (2): 1544–1551. doi: 10.1016/j.amc.2006.02.057.
  • Kalantari, Mahdokht, Masoud Rabbani, and Mahmood Ebadian. 2011. “A Decision Support System for Order Acceptance/Rejection in Hybrid MTS/MTO Production Systems.” Applied Mathematical Modelling 35 (3): 1363–1377. doi:10.1016/j.apm.2010.09.015.
  • Kinable, Joris, Andre A Cire, and Willem-Jan van Hoeve. 2017. “Hybrid Optimization Methods for Time-Dependent Sequencing Problems.” European Journal of Operational Research 259 (3): 887–897. doi:10.1016/j.ejor.2016.11.035.
  • Kumar, Sanjay, Saurabh Kumar, and Asim Gopal Barman. 2018. “Supplier Selection Using Fuzzy TOPSIS Multi Criteria Model for a Small Scale Steel Manufacturing Unit.” Procedia Computer Science 133: 905–912. doi:10.1016/j.procs.2018.07.097.
  • Leu, Yow-Yuh, Lance A Matheson, and Loren Paul Rees. 1996. “Sequencing Mixed-Model Assembly Lines with Genetic Algorithms.” Computers & Industrial Engineering 30 (4): 1027–1036. doi:10.1016/0360-8352(96)00050-2.
  • Liu, Qiong, Wen-xi Wang, Ke-ren Zhu, Chao-yong Zhang, and Yun-qing Rao. 2014. “Advanced Scatter Search Approach and Its Application in a Sequencing Problem of Mixed-Model Assembly Lines in a Case Company.” Engineering Optimization 46 (11): 1485–1500. doi:10.1080/0305215X.2013.846334.
  • Manavizadeh, N., L. Tavakoli, M. Rabbani, and F. Jolai. 2013. “A Multi-objective Mixed-Model Assembly Line Sequencing Problem in Order to Minimize Total Costs in a Make-To-Order Environment, Considering Order Priority.” Journal of Manufacturing Systems 32 (1): 124–137. doi:10.1016/j.jmsy.2012.09.001.
  • McMullen, Patrick R. 1998. “JIT Sequencing for Mixed-Model Assembly Lines with Setups Using Tabu Search.” Production Planning & Control 9 (5): 504–510. doi:10.1080/095372898233984.
  • Miltenburg, John, and Gordon Sinnamon. 1989. “Scheduling Mixed-Model Multi-level Just-In-Time Production Systems.” The International Journal of Production Research 27 (9): 1487–1509. doi:10.1080/00207548908942636.
  • Monden, Yasuhiro. 2012. Toyota Production System: An Integrated Approach to Just-In-Time. 4th ed. New York: Productivity Press.
  • Moradi, Hadi, and M. Zandieh. 2013. “An Imperialist Competitive Algorithm for a Mixed-Model Assembly Line Sequencing Problem.” Journal of Manufacturing Systems 32 (1): 46–54. doi:10.1016/j.jmsy.2012.05.001.
  • Myers, Raymond H., Douglas C Montgomery, and Christine M Anderson-Cook. 2016. Response Surface Methodology: Process and Product Optimization Using Designed Experiments. 4th ed. Hoboken, NJ: John Wiley & Sons Inc.
  • Nazar, K. P. Abdul, and V. Madhusudanan Pillai. 2018. “Mixed-Model Sequencing Problem Under Capacity and Machine Idle Time Constraints in JIT Production Systems.” Computers & Industrial Engineering 118: 226–236. doi:10.1016/j.cie.2018.02.032.
  • Okamura, Kenjiro, and Hajime Yamashina. 1979. “A Heuristic Algorithm for the Assembly Line Model-Mix Sequencing Problem to Minimize the Risk of Stopping the Conveyor.” International Journal of Production Research 17 (3): 233–247. doi:10.1080/00207547908919611.
  • Öner-Közen, Miray, and Stefan Minner. 2017. “Impact of Priority Sequencing Decisions on On-Time Probability and Expected Tardiness of Orders in Make-To-Order Production Systems with External Due-Dates.” European Journal of Operational Research 263 (2): 524–539. doi:10.1016/j.ejor.2017.05.042.
  • Parveen, Naziya, and P. N. Kamble. 2020. “Decision-Making Problem Using Fuzzy TOPSIS Method with Hexagonal Fuzzy Number.” In Advances in Intelligent Systems and Computing, edited by P. Deshpande, B. Iyer, S. Sharma, and U. Shiurkar, 421–430. Singapore: Springer.
  • Pereira, Jordi, and Mariona Vilà. 2015. “An Exact Algorithm for the Mixed-Model Level Scheduling Problem.” International Journal of Production Research 53 (19): 5809–5825. doi:10.1080/00207543.2015.1005771.
  • Rabbani, Masoud, Leyla Aliabadi, and Hamed Farrokhi-Asl. 2019. “A Multi-objective Mixed Model Two-Sided Assembly Line Sequencing Problem in a Make-To-Order Environment with Customer Order Prioritization.” Journal of Optimization in Industrial Engineering 12 (2): 1–20. doi:10.22094/JOIE.2018.680.1436.
  • Rabbani, Masoud, Razieh Heidari, and Hamed Farrokhi-Asl. 2018. “A Bi-objective Mixed-Model Assembly Line Sequencing Problem Considering Customer Satisfaction and Customer Buying Behaviour.” Engineering Optimization 50 (12): 2123–2142. doi:10.1080/0305215X.2018.1431234.
  • Rabbani, Masoud, Neda Manavizadeh, and Nazanin Shabanpour. 2017. “Sequencing of Mixed Models on U-Shaped Assembly Lines by Considering Effective Help Policies in Make-To-Order Environment.” Scientia Iranica 24 (3): 1493–1504. doi:10.24200/sci.2017.4130.
  • Rabbani, Masoud, Zahra Mousavi, and Hamed Farrokhi-Asl. 2016. “Multi-objective Metaheuristics for Solving a Type II Robotic Mixed-Model Assembly Line Balancing Problem.” Journal of Industrial and Production Engineering 33 (7): 472–484. doi:10.1080/21681015.2015.1126656.
  • Reyes-Sierra, Margarita, and C. A. Coello Coello. 2006. “Multi-objective Particle Swarm Optimizers: A Survey of the State-of-the-Art.” International Journal of Computational Intelligence Research 2 (3): 287–308. doi:10.5019/j.ijcir.2006.68.
  • Rouyendegh, Babak Daneshvar, Abdullah Yildizbasi, and Pelin Üstünyer. 2020. “Intuitionistic Fuzzy TOPSIS Method for Green Supplier Selection Problem.” Soft Computing 24: 2215–2228. doi:10.1007/s00500-019-04054-8.
  • Rudnik, Katarzyna, and Dariusz Kacprzak. 2017. “Fuzzy TOPSIS Method with Ordered Fuzzy Numbers for Flow Control in a Manufacturing System.” Applied Soft Computing 52: 1020–1041. doi:10.1016/j.asoc.2016.09.027.
  • Samouei, Parvaneh, and Jalal Ashayeri. 2019. “Developing Optimization & Robust Models for a Mixed-Model Assembly Line Balancing Problem with Semi-automated Operations.” Applied Mathematical Modelling 72: 259–275. doi:10.1016/j.apm.2019.02.019.
  • Srinivas, Nidamarthi, and Kalyanmoy Deb. 1994. “Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms.” Evolutionary Computation 2 (3): 221–248. doi:10.1162/evco.1994.2.3.221.
  • Taguchi, G. 1986. Introduction to Quality Engineering: Designing Quality Into Products and Processes. White Plains, NY: Asian Productivity Organization.
  • Torun, Hülya, Münevver Gördebil, S. Cebi, C. Kahraman, Onar S. Cevik, B. Oztaysi, A. Tolga, and I. Sari. 2020. “Multi Criteria Decision Making Based on TOPSIS Method with Extended Fuzzy Sets.” In Advances in Intelligent Systems and Computing, edited by C. Kahraman, S. Cebi, S. Cevik Onar, B. Oztaysi, A. Tolga, and I. Sari, 558–566. Cham: Springer.
  • Uncles, Mark D, Grahame R Dowling, and Kathy Hammond. 2003. “Customer Loyalty and Customer Loyalty Programs.” Journal of Consumer Marketing 20 (4): 294–316. doi:10.1108/07363760310483676.
  • Van Veldhuizen, David A., and Gary B Lamont. 1999. “Multiobjective Evolutionary Algorithm Test Suites.” In Proceedings of the 1999 ACM Symposium on Applied Computing, edited by Barrett Bryant and Gary B. Lamont, 351–357. New York: Association for Computing Machinery.

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