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International Journal of Production Research Volume 56, 2018 - Issue 7
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Articles

A memetic algorithm for multi-objective flexible job-shop problem with worker flexibility

Xuran GongState Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China
,
Qianwang DengState Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, ChinaCorrespondence[email protected]
,
Guiliang GongState Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China
,
Wei LiuState Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China
&
Qinghua RenState Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China
Pages 2506-2522 | Received 26 May 2017, Accepted 25 Sep 2017, Published online: 19 Oct 2017

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Vahid Ghomi, Seyed Vahid Reza Nooraei, Naser Shekarian, Sina Shokoohyar & Mahour Parast. (2023) Improving supply chain resilience through investment in flexibility and innovation. International Journal of Systems Science: Operations & Logistics 10:1.
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David Müller & Dominik Kress. (2022) Filter-and-fan approaches for scheduling flexible job shops under workforce constraints. International Journal of Production Research 60:15, pages 4743-4765.
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Fei Wang, Yuanjun Laili & Lin Zhang. (2021) A many-objective memetic algorithm for correlation-aware service composition in cloud manufacturing. International Journal of Production Research 59:17, pages 5179-5197.
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Guiliang Gong, Raymond Chiong, Qianwang Deng & Xuran Gong. (2020) A hybrid artificial bee colony algorithm for flexible job shop scheduling with worker flexibility. International Journal of Production Research 58:14, pages 4406-4420.
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Melissa Shahgholi Zadeh, Yalda Katebi & Ali Doniavi. (2019) A heuristic model for dynamic flexible job shop scheduling problem considering variable processing times. International Journal of Production Research 57:10, pages 3020-3035.
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Lea Hannola, Alexander Richter, Shahper Richter & Alexander Stocker. (2018) Empowering production workers with digitally facilitated knowledge processes – a conceptual framework. International Journal of Production Research 56:14, pages 4729-4743.
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Fei Yu, Chao Lu, Jiajun Zhou & Lvjiang Yin. (2024) Mathematical model and knowledge-based iterated greedy algorithm for distributed assembly hybrid flow shop scheduling problem with dual-resource constraints. Expert Systems with Applications 239, pages 122434.
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Guiliang Gong, Jiuqiang Tang, Dan Huang, Qiang Luo, Kaikai Zhu & Ningtao Peng. (2024) Energy-efficient flexible job shop scheduling problem considering discrete operation sequence flexibility. Swarm and Evolutionary Computation 84, pages 101421.
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Farah Farjallah, Houssem Eddine Nouri & Olfa Belkahla Driss. (2023) Harris Hawks Optimization Algorithm for Dual-Resource Constrained Flexible Job Shop Scheduling Problem with Makespan Criterion. Harris Hawks Optimization Algorithm for Dual-Resource Constrained Flexible Job Shop Scheduling Problem with Makespan Criterion.
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Bin Jiang, Yajie Ma, Lijun Chen, Binda Huang, Yuying Huang & Li Guan. (2023) A Review on Intelligent Scheduling and Optimization for Flexible Job Shop. International Journal of Control, Automation and Systems 21:10, pages 3127-3150.
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Shaban Usman, Cong Lu & Guanyang Gao. (2023) Flexible job-shop scheduling with limited flexible workers using an improved multiobjective discrete teaching–learning based optimization algorithm. Optimization and Engineering.
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Alejandro Vital-Soto, Mohammed Fazle Baki & Ahmed Azab. (2022) A multi-objective mathematical model and evolutionary algorithm for the dual-resource flexible job-shop scheduling problem with sequencing flexibility. Flexible Services and Manufacturing Journal 35:3, pages 626-668.
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Qiang Luo, Qianwang Deng, Guanhua Xie & Guiliang Gong. (2023) A Pareto-based two-stage evolutionary algorithm for flexible job shop scheduling problem with worker cooperation flexibility. Robotics and Computer-Integrated Manufacturing 82, pages 102534.
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Candice Destouet, Houda Tlahig, Belgacem Bettayeb & Bélahcène Mazari. (2023) Flexible job shop scheduling problem under Industry 5.0: A survey on human reintegration, environmental consideration and resilience improvement. Journal of Manufacturing Systems 67, pages 155-173.
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Felix Grumbach, Nour Eldin Alaa Badr, Pascal Reusch & Sebastian Trojahn. (2023) A Memetic Algorithm With Reinforcement Learning for Sociotechnical Production Scheduling. IEEE Access 11, pages 68760-68775.
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Hangyu Lou, Xianpeng Wang, Zhiming Dong & Yang Yang. (2022) Memetic algorithm based on learning and decomposition for multiobjective flexible job shop scheduling considering human factors. Swarm and Evolutionary Computation 75, pages 101204.
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Guiliang Gong, Raymond Chiong, Qianwang Deng, Xuran Gong, Wenhui Lin, Wenwu Han & Like Zhang. (2022) A two-stage memetic algorithm for energy-efficient flexible job shop scheduling by means of decreasing the total number of machine restarts. Swarm and Evolutionary Computation 75, pages 101131.
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Wenhui Lin, Qianwang Deng, Wenwu Han, Guiliang Gong & Kexin Li. (2020) An effective algorithm for flexible assembly job‐shop scheduling with tight job constraints. International Transactions in Operational Research 29:1, pages 496-525.
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