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Production Planning & Control
The Management of Operations
Volume 9, 1998 - Issue 5
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Original Articles

JIT sequencing for mixed-model assembly lines with setups using Tabu Search

P. R. McMullen
Pages 504-510 | Published online: 15 Nov 2010

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Masoud Rabbani, Sara Tavassoli, Aida Rezaei & Neda Manavizadeh. (2021) Multi-objective metaheuristic algorithms for the mixed model assembly line sequencing problem with a bypass sub-line. Journal of Industrial and Production Engineering 38:6, pages 431-451.
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F. Tanhaie, M. Rabbani & N. Manavizadeh. (2021) Sequencing mixed-model assembly lines with demand management: problem development and efficient multi-objective algorithms. Engineering Optimization 53:7, pages 1101-1118.
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Mohammad Alaghebandha, Vahid Hajipour & Mojtaba Hemmati. (2017) Optimizing multi-objective sequencing problem in mixed-model assembly line on just-in-time: particle swarm optimization algorithm. International Journal of Management Science and Engineering Management 12:4, pages 288-298.
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Andrea Chiarini. (2017) An adaptation of the EOQ formula for JIT quasi-pull system production. Production Planning & Control 28:2, pages 123-130.
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Maurizio Faccio, Mauro Gamberi & Marco Bortolini. (2016) Hierarchical approach for paced mixed-model assembly line balancing and sequencing with jolly operators. International Journal of Production Research 54:3, pages 761-777.
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K.P. Abdul Nazar & V. Madhusudanan Pillai. (2015) A bit-wise mutation algorithm for mixed-model sequencing in JIT production systems. International Journal of Production Research 53:19, pages 5931-5947.
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Qiong Liu, Wen-xi Wang, Ke-ren Zhu, Chao-yong Zhang & 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, pages 1485-1500.
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Onur Serkan Akgündüz & Semra Tunalı. (2011) A review of the current applications of genetic algorithms in mixed-model assembly line sequencing. International Journal of Production Research 49:15, pages 4483-4503.
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H. Moradi, M. Zandieh & Iraj Mahdavi. (2011) Non-dominated ranked genetic algorithm for a multi-objective mixed-model assembly line sequencing problem. International Journal of Production Research 49:12, pages 3479-3499.
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Patrick R. McMullen. (2010) JIT mixed-model sequencing with batching and setup considerations via search heuristics. International Journal of Production Research 48:22, pages 6559-6582.
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Onur Serkan Akgündüz & Semra Tunalı. (2010) An adaptive genetic algorithm approach for the mixed-model assembly line sequencing problem. International Journal of Production Research 48:17, pages 5157-5179.
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Şerafettin Alpay. (2009) GRASP with path relinking for a multiple objective sequencing problem for a mixed-model assembly line. International Journal of Production Research 47:21, pages 6001-6017.
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Nils Boysen, Malte Fliedner & Armin Scholl. (2009) Production planning of mixed-model assembly lines: overview and extensions. Production Planning & Control 20:5, pages 455-471.
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Yakup Kara. (2008) Line balancing and model sequencing to reduce work overload in mixed-model U-line production environments. Engineering Optimization 40:7, pages 669-684.
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Supaporn Suwannarongsri & Deacha Puangdownreong. (2008) Optimal assembly line balancing using tabu search with partial random permutation technique. International Journal of Management Science and Engineering Management 3:1, pages 3-18.
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A. R. Rahimi-Vahed, S. M. Mirghorbani & M. Rabbani. (2007) A hybrid multi-objective particle swarm algorithm for a mixed-model assembly line sequencing problem. Engineering Optimization 39:8, pages 877-898.
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Mesut Yavuz & Suleyman Tufekci. (2007) Analysis and solution to the single-level batch production smoothing problem. International Journal of Production Research 45:17, pages 3893-3916.
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Mesut Yavuz & Elif Akçali. (2007) Production smoothing in just-in-time manufacturing systems: a review of the models and solution approaches. International Journal of Production Research 45:16, pages 3579-3597.
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Mesut Yavuz, Elif AKçali & Süleyman Tüfekçi. (2006) Optimizing production smoothing decisions via batch selection for mixed-model just-in-time manufacturing systems with arbitrary setup and processing times. International Journal of Production Research 44:15, pages 3061-3081.
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U. M. B. S. Sarma, Suman Kant, Rahul Rai & M. K. Tiwari. (2002) Modelling the machine loading problem of FMSs and its solution using a tabu-search-based heuristic. International Journal of Computer Integrated Manufacturing 15:4, pages 285-295.
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PATRICKR. McMULLEN & GREGORYV. FRAZIER. (2000) A simulated annealing approach to mixed-model sequencing with multiple objectives on a just-in-time line. IIE Transactions 32:8, pages 679-686.
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Mert Yüksel, Yaşar Karakaya, Okan Özgü, Ant Kahyaoğlu, Dicle Dicleli, Elif Onaran, Zeynep Akkent, Mahmut Ali Gökçe & Sinem Özkan. 2022. Digitizing Production Systems. Digitizing Production Systems 639 652 .
M. Sh. Levin. (2022) Interval Balanced Multiprocessor Scheduling of Modular Jobs. Journal of Communications Technology and Electronics 66:S1, pages S35-S52.
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F. Tanhaie, M. Rabbani & N. Manavizadeh. (2020) Applying available-to-promise (ATP) concept in mixed-model assembly line sequencing problems in a Make-To-Order (MTO) environment: problem extension, model formulation and Lagrangian relaxation algorithm. OPSEARCH 57:2, pages 320-346.
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Fahimeh Tanhaie, Masoud Rabbani & Neda Manavizadeh. (2019) Simultaneous balancing and worker assignment problem for mixed-model assembly lines in a make-to-order environment considering control points and assignment restrictions. Journal of Modelling in Management 15:1, pages 1-34.
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Parames Chutima & Sathaporn Olarnviwatchai. (2016) A multi-objective car sequencing problem on two-sided assembly lines. Journal of Intelligent Manufacturing 29:7, pages 1617-1636.
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K.P. Abdul Nazar & V. Madhusudanan Pillai. (2018) Mixed-model sequencing problem under capacity and machine idle time constraints in JIT production systems. Computers & Industrial Engineering 118, pages 226-236.
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Yu Lin, Zheyong Bian & Xiang Liu. (2016) Developing a dynamic neighborhood structure for an adaptive hybrid simulated annealing – tabu search algorithm to solve the symmetrical traveling salesman problem. Applied Soft Computing 49, pages 937-952.
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Senthilkumar Ramalingam & Ramkumar Anna Subramanian. (2016) Solving Level Scheduling in Mixed Model Assembly Line by Simulated Annealing Method. Circuits and Systems 07:06, pages 907-931.
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Ioanna Makarouni, John Psarras & Eleftherios Siskos. (2013) Interactive bicriterion decision support for a large scale industrial scheduling system. Annals of Operations Research 227:1, pages 45-61.
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Patrick R. McMullen. (2015) JIT Mixed-Model Sequencing Rules: Is There a Best One?. American Journal of Operations Research 05:01, pages 5-29.
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Sivashan Chetty & Aderemi O. Adewumi. (2015) A Study on the Enhanced Best Performance Algorithm for the Just-in-Time Scheduling Problem. Discrete Dynamics in Nature and Society 2015, pages 1-12.
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Edward Huang, Jie Xu, Si Zhang & Chun-Hung Chen. (2015) Multi-fidelity Model Integration for Engineering Design. Procedia Computer Science 44, pages 336-344.
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Parames Chutima & Wanwisa Naruemitwong. (2014) A Pareto biogeography-based optimisation for multi-objective two-sided assembly line sequencing problems with a learning effect. Computers & Industrial Engineering 69, pages 89-104.
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Farzad Tahriri, Siti Zawiah Md Dawal & Zahari Taha. (2014) Multiobjective Fuzzy Mixed Assembly Line Sequencing Optimization Model. Journal of Applied Mathematics 2014, pages 1-19.
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Mohsen Salehi, Parviz Fattahi, Abdolreza Roshani & Javad Zahiri. (2012) Multi-criteria sequencing problem in mixed-model synchronous assembly lines. The International Journal of Advanced Manufacturing Technology 67:1-4, pages 983-993.
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Zhi Li & Zhao Liang Jiang. (2013) Multi-Objective Optimization of Multi-Mixed-Model Assembly Lines Sequencing Problem. Applied Mechanics and Materials 321-324, pages 2110-2115.
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Hadi Moradi & M. Zandieh. (2013) An imperialist competitive algorithm for a mixed-model assembly line sequencing problem. Journal of Manufacturing Systems 32:1, pages 46-54.
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Zhi Li, Zhao Liang Jiang, Wen Ping Liu & Yu Mei Liu. (2012) A Non-Dominated Sorting Particle Swarm Optimization Algorithm For Mixed-Model Assembly Line Sequencing Problem. Advanced Materials Research 628, pages 451-457.
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Nils Boysen, Armin Scholl & Nico Wopperer. (2012) Resequencing of mixed-model assembly lines: Survey and research agenda. European Journal of Operational Research 216:3, pages 594-604.
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Nitesh Khilwani, J. A. Harding & Nishikant Mishra. 2011. Evolutionary Computing in Advanced Manufacturing. Evolutionary Computing in Advanced Manufacturing 123 150 .
Patrick R. McMullen. (2011) Limited Resequencing for Mixed Models with Multiple Objectives. American Journal of Operations Research 01:04, pages 220-228.
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Parviz Fattahi & Mohsen Salehi. (2009) Sequencing the mixed-model assembly line to minimize the total utility and idle costs with variable launching interval. The International Journal of Advanced Manufacturing Technology 45:9-10, pages 987-998.
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Iraj Mahdavi, Babak Javadi, Navid Sahebjamnia & Nezam Mahdavi-Amiri. (2009) A two-phase linear programming methodology for fuzzy multi-objective mixed-model assembly line problem. The International Journal of Advanced Manufacturing Technology 44:9-10, pages 1010-1023.
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Daria Battini, Maurizio Faccio, Alessandro Persona & Fabio Sgarbossa. (2008) Balancing–sequencing procedure for a mixed model assembly system in case of finite buffer capacity. The International Journal of Advanced Manufacturing Technology 44:3-4, pages 345-359.
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Nils Boysen, Malte Fliedner & Armin Scholl. (2009) Sequencing mixed-model assembly lines: Survey, classification and model critique. European Journal of Operational Research 192:2, pages 349-373.
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Babak Javadi, Alireza Rahimi-Vahed, Masoud Rabbani & Mostafa Dangchi. (2007) Solving a multi-objective mixed-model assembly line sequencing problem by a fuzzy goal programming approach. The International Journal of Advanced Manufacturing Technology 39:9-10, pages 975-982.
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Wieslaw Kubiak & Mesut Yavuz. (2008) Just-in-Time Smoothing Through Batching. Manufacturing & Service Operations Management 10:3, pages 506-518.
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Masoud Rabbani, Alireza Rahimi-Vahed & Seyed Ali Torabi. (2007) Real options approach for a mixed-model assembly line sequencing problem. The International Journal of Advanced Manufacturing Technology 37:11-12, pages 1209-1219.
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Alireza Rahimi-Vahed & Ali Hossein Mirzaei. (2007) Solving a bi-criteria permutation flow-shop problem using shuffled frog-leaping algorithm. Soft Computing 12:5, pages 435-452.
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Binggang Wang, Yunqing Rao, Xinyu Shao & Mengchang Wang. 2008. Intelligent Robotics and Applications. Intelligent Robotics and Applications 378 387 .
Alireza Rahimi-Vahed & Ali Hossein Mirzaei. (2007) A hybrid multi-objective shuffled frog-leaping algorithm for a mixed-model assembly line sequencing problem. Computers & Industrial Engineering 53:4, pages 642-666.
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A. R. Rahimi-Vahed, S. M. Mirghorbani & M. Rabbani. (2007) A new particle swarm algorithm for a multi-objective mixed-model assembly line sequencing problem. Soft Computing 11:10, pages 997-1012.
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D. Battini, M. Faccio, E. Ferrari, A. Persona & F. Sgarbossa. (2006) Design configuration for a mixed-model assembly system in case of low product demand. The International Journal of Advanced Manufacturing Technology 34:1-2, pages 188-200.
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Nils Boysen, Malte Fliedner & Armin Scholl. (2007) Produktionsplanung bei Variantenfließfertigung: Planungshierarchie und Elemente einer Hierarchischen PlanungHierarchical production planning of mixed-model assembly lines. Journal of Business Economics 77:7-8, pages 759-793.
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Nils Boysen, Malte Fliedner & Armin Scholl. (2007) Level-Scheduling bei Variantenfließfertigung: Klassifikation, Literaturüberblick und Modellkritik. Journal für Betriebswirtschaft 57:1, pages 37-66.
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Reza Tavakkoli-Moghaddam, Ali-Reza Rahimi-Vahed & Ali Hossein Mirzaei. (2007) Solving a Bi-Criteria Permutation Flow Shop Problem Using Immune Algorithm. Solving a Bi-Criteria Permutation Flow Shop Problem Using Immune Algorithm.
Yakup Kara, Ugur Ozcan & Ahmet Peker. (2007) Balancing and sequencing mixed-model just-in-time U-lines with multiple objectives. Applied Mathematics and Computation 184:2, pages 566-588.
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A.R. Rahimi-Vahed, M. Rabbani, R. Tavakkoli-Moghaddam, S.A. Torabi & F. Jolai. (2007) A multi-objective scatter search for a mixed-model assembly line sequencing problem. Advanced Engineering Informatics 21:1, pages 85-99.
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Masoud Rabbani, Alireza Rahimi-Vahed, Babak Javadi & Reza Tavakkoli-Moghaddam. 2007. Operations Research Proceedings 2006. Operations Research Proceedings 2006 169 174 .
Alireza Rahimi-Vahed, Masoud Rabbani, Reza Tavakkoli-Moghaddam, Fariborz Jolai & Neda Manavizadeh. 2007. Operations Research Proceedings 2006. Operations Research Proceedings 2006 161 167 .
Mesut Yavuz & Suleyman Tufekci. (2006) Dynamic programming solution to the batching problem in just-in-time flow-shops. Computers & Industrial Engineering 51:3, pages 416-432.
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Mesut Yavuz & Suleyman Tufekci. (2006) A bounded dynamic programming solution to the batching problem in mixed-model just-in-time manufacturing systems. International Journal of Production Economics 103:2, pages 841-862.
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R. Tavakkoli-Moghaddam & A.R. Rahimi-Vahed. (2006) Multi-criteria sequencing problem for a mixed-model assembly line in a JIT production system. Applied Mathematics and Computation 181:2, pages 1471-1481.
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R. Tavakkoli-Moghaddam & A.R. Rahimi-Vahed. (2006) A Memetic Algorithm for Multi-Criteria Sequencing Problem for a Mixed-Model Assembly Line in a JIT Production System. A Memetic Algorithm for Multi-Criteria Sequencing Problem for a Mixed-Model Assembly Line in a JIT Production System.
S. Afshin Mansouri. (2005) A Multi-Objective Genetic Algorithm for mixed-model sequencing on JIT assembly lines. European Journal of Operational Research 167:3, pages 696-716.
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Xiaobo Zhao, Katsuhisa Ohno & Hon‐Shiang Lau. (2004) A balancing problem for mixed model assembly lines with a paced moving conveyor. Naval Research Logistics (NRL) 51:3, pages 446-464.
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Patrick R. McMullen. (2001) An efficient frontier approach to addressing JIT sequencing problems with setups via search heuristics. Computers & Industrial Engineering 41:3, pages 335-353.
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Patrick R. McMullen. (2001) An ant colony optimization approach to addressing a JIT sequencing problem with multiple objectives. Artificial Intelligence in Engineering 15:3, pages 309-317.
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Patrick R McMullen. (2001) A Kohonen self-organizing map approach to addressing a multiple objective, mixed-model JIT sequencing problem. International Journal of Production Economics 72:1, pages 59-71.
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A. Costa, G. Celano & S. Fichera. (2001) Fuzzy scheduling of a flexible assembly line through evolutionary algorithms. Fuzzy scheduling of a flexible assembly line through evolutionary algorithms.

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