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Original Articles

The application of genetic algorithms to lot streaming in a job-shop scheduling problem

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Pages 3387-3412 | Received 01 Jul 2007, Published online: 23 Apr 2009

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Read on this site (13)

Pinar Yunusoglu & Seyda Topaloglu Yildiz. (2023) Solving the flexible job shop scheduling and lot streaming problem with setup and transport resource constraints. International Journal of Systems Science: Operations & Logistics 10:1.
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Ran Liu, Chengkai Wang, Huiyin Ouyang & Zerui Wu. (2023) Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem. IISE Transactions 0:0, pages 1-15.
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Hadi Abdollahzadeh Sangroudi & Mehdi Ranjbar-Bourani. (2021) Solving a flexible job shop lot sizing problem with shared operations using a self-adaptive COA. International Journal of Production Research 59:2, pages 483-515.
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George Q. Huang, Ting Zhang, Su Xiu Xu & Ting Qu. (2014) Headquarter-centered Common Order Management: a simulation approach. Production Planning & Control 25:13-14, pages 1156-1168.
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C.S. Wong, Felix T.S. Chan & S.H. Chung. (2014) Decision-making on multi-mould maintenance in production scheduling. International Journal of Production Research 52:19, pages 5640-5655.
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G.Vijay Chakaravarthy, S. Marimuthu, S.G. Ponnambalam & G. Kanagaraj. (2014) Improved sheep flock heredity algorithm and artificial bee colony algorithm for scheduling m-machine flow shops lot streaming with equal size sub-lot problems. International Journal of Production Research 52:5, pages 1509-1527.
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Yasemin Yavuz. (2013) Lot streaming with flexible process plans. International Journal of Production Research 51:17, pages 5055-5072.
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Deming Lei & Xiuping Guo. (2013) Scheduling job shop with lot streaming and transportation through a modified artificial bee colony. International Journal of Production Research 51:16, pages 4930-4941.
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Rock Lin & Ching-Jong Liao. (2013) Batch scheduling problem for a machinery factory with fixed-position layout. International Journal of Production Research 51:3, pages 910-926.
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Cheng-Hsiang Liu, Long-Sheng Chen & Pei-Shiun Lin. (2013) Lot streaming multiple jobs with values exponentially deteriorating over time in a job-shop environment. International Journal of Production Research 51:1, pages 202-214.
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Fantahun M. Defersha & Mingyuan Chen. (2012) Jobshop lot streaming with routing flexibility, sequence-dependent setups, machine release dates and lag time. International Journal of Production Research 50:8, pages 2331-2352.
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H.L. Lu, George Q. Huang & H.D. Yang. (2011) Integrating order review/release and dispatching rules for assembly job shop scheduling using a simulation approach. International Journal of Production Research 49:3, pages 647-669.
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Articles from other publishers (27)

Zhifeng Liu, Jiming Zha, Jun Yan, Yueze Zhang, Tianzuo Zhao, Qiang Cheng & Chenyang Cheng. (2024) An improved genetic algorithm with an overlapping strategy for solving a combination of order batching and flexible job shop scheduling problem. Engineering Applications of Artificial Intelligence 127, pages 107321.
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Beren Gürsoy Yılmaz, Ömer Faruk Yılmaz & Emre Çevikcan. (2023) Lot streaming in workforce scheduling problem for seru production system under Shojinka philosophy. Computers & Industrial Engineering 185, pages 109680.
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Lixin Cheng, Qiuhua Tang & Liping Zhang. (2023) Mathematical model and adaptive simulated annealing algorithm for mixed-model assembly job-shop scheduling with lot streaming. Journal of Manufacturing Systems 70, pages 484-500.
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Shi Qiang Liu, Erhan Kozan, Paul Corry, Mahmoud Masoud & Kai Luo. (2022) A real-world mine excavators timetabling methodology in open-pit mining. Optimization and Engineering 24:3, pages 1493-1535.
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Danial Rooyani & Fantahun Defersha. (2022) A Two-Stage Multi-Objective Genetic Algorithm for a Flexible Job Shop Scheduling Problem with Lot Streaming. Algorithms 15:7, pages 246.
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Kihyun Na, Minje Kim & Jonghwan Lee. (2019) Real-Time Batch Size Determination in The Production Line. Journal of Society of Korea Industrial and Systems Engineering 42:1, pages 55-63.
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Hülya Güçdemir & Hasan Selim. (2017) Customer centric production planning and control in job shops: A simulation optimization approach. Journal of Manufacturing Systems 43, pages 100-116.
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Pankaj Sharma & Ajai Jain. (2016) Effect of routing flexibility and sequencing rules on performance of stochastic flexible job shop manufacturing system with setup times: Simulation approach. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 231:2, pages 329-345.
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Xueliang Zhou, Pingyu Jiang & Yan Wang. (2016) Sensitivity analysis–based dynamic process capability evaluation for small batch production runs. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 230:10, pages 1855-1869.
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Sunil Kumar Jauhar & Millie Pant. (2016) Genetic algorithms in supply chain management: A critical analysis of the literature. Sādhanā 41:9, pages 993-1017.
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Banu Çaliş & Serol Bulkan. (2013) A research survey: review of AI solution strategies of job shop scheduling problem. Journal of Intelligent Manufacturing 26:5, pages 961-973.
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Riham S. Elhabyan & Mustapha C.E. Yagoub. (2015) Evolutionary algorithms for cluster heads election in wireless sensor networks: Performance comparison. Evolutionary algorithms for cluster heads election in wireless sensor networks: Performance comparison.
Hulya Gucdemir & Hasan Selim. (2015) Simulation optimization approach for customer centric lot streaming problem in job shops. Simulation optimization approach for customer centric lot streaming problem in job shops.
T.C. Wong, M. Xu & K.S. Chin. (2014) A two-stage heuristic approach for nurse scheduling problem: A case study in an emergency department. Computers & Operations Research 51, pages 99-110.
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Dong Won Cho, Young Hae Lee, Tae Youn Lee & Mitsuo Gen. (2013) An adaptive genetic algorithm for the time dependent inventory routing problem. Journal of Intelligent Manufacturing 25:5, pages 1025-1042.
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Ling Nie & Ting Ni. (2014) Job Shop Scheduling Problem with Fuzzy Random Variables. Job Shop Scheduling Problem with Fuzzy Random Variables.
Xiao Qiang Xu & De Ming Lei. (2014) Research on Swarm Intelligence Algorithm with an Artificial Bee Colony Algorithm for Lot Streaming Problem in Job Shop. Advanced Materials Research 951, pages 239-244.
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G. Vijaychakaravarthy, S. Marimuthu & A. Naveen Sait. (2014) Comparison of Improved Sheep Flock Heredity Algorithm and Artificial Bee Colony Algorithm for lot Streaming in m-Machine Flow Shop Scheduling. Arabian Journal for Science and Engineering 39:5, pages 4285-4300.
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José A. Ventura & Suk-Hun Yoon. (2012) A new genetic algorithm for lot-streaming flow shop scheduling with limited capacity buffers. Journal of Intelligent Manufacturing 24:6, pages 1185-1196.
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Yutao Li, Hao Xiong, Guikang Chen, Zeyu Yan, Xiao Ji, Kui Xu & Ling Miao. (2013) The application of genetic algorithm for lattice matching of composite structure. The application of genetic algorithm for lattice matching of composite structure.
G. Vijay chakaravarthy, S. Marimuthu & A. Naveen Sait. (2011) Performance evaluation of proposed Differential Evolution and Particle Swarm Optimization algorithms for scheduling m-machine flow shops with lot streaming. Journal of Intelligent Manufacturing 24:1, pages 175-191.
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Jacob V. Simons Jr, Mark E. Kraus, Willis Mwangola & Gerard Burke. (2012) Conditional Lot Splitting to Avoid Setups While Reducing Flow Time. American Journal of Operations Research 02:04, pages 453-466.
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Veronique Sels, Kjeld Craeymeersch & Mario Vanhoucke. (2011) A hybrid single and dual population search procedure for the job shop scheduling problem. European Journal of Operational Research 215:3, pages 512-523.
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Taho Yang & Yu-An Shen. (2011) The dynamic transfer batch-size decision for thin film transistor–liquid crystal display array manufacturing by artificial neural-network. Computers & Industrial Engineering 60:4, pages 769-776.
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Xu Shaotan, Huang Yu, Zhang Chaoyong & Lian Kunlei. (2010) Job-shop scheduling problem with multiple process routes considering lot split and setup time. Job-shop scheduling problem with multiple process routes considering lot split and setup time.
Rong-Hwa Huang. (2010) Multi-objective job-shop scheduling with lot-splitting production. International Journal of Production Economics 124:1, pages 206-213.
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Fantahun M. Defersha & Mingyuan Chen. (2009) A Coarse-Grain Parallel Genetic Algorithm for Flexible Job-Shop Scheduling with Lot Streaming. A Coarse-Grain Parallel Genetic Algorithm for Flexible Job-Shop Scheduling with Lot Streaming.

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