Research on Priority-based Flexible Job Shop Scheduling Algorithm [PDF]
E3S Web of Conferences, 2021 Research on the Flexible Job Shop Scheduling (FJSP) problem in the manufacturing process of aircraft engines has been carried out. It is found that there are real requirements such as order mandatory nodes and equipment selection in the current job ...
Liu Manxing, Xia Xiufeng
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A multi objective collaborative reinforcement learning algorithm for flexible job shop scheduling [PDF]
Scientific ReportsTo improve the scheduling efficiency of flexible job shops, this paper proposes a multi-objective collaborative intelligent agent reinforcement learning algorithm based on weight distribution.
Jian Li, Shifa Li, Pengbo He, Huankun Li
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Minimizing the makespan and carbon emissions in the green flexible job shop scheduling problem with learning effects [PDF]
Scientific Reports, 2023 One of the most difficult challenges for modern manufacturing is reducing carbon emissions. This paper focuses on the green scheduling problem in a flexible job shop system, taking into account energy consumption and worker learning effects.
Zhi Li, Yingjian Chen
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Overlap Algorithms in Flexible Job-shop Scheduling [PDF]
International Journal of Interactive Multimedia and Artificial Intelligence, 2014 The flexible Job-shop Scheduling Problem (fJSP) considers the execution of jobs by a set of candidate resources while satisfying time and technological constraints.
Celia Gutierrez
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The flexible job shop scheduling problem: A review
European Journal of Operational ResearchzbMATH Open Web Interface contents unavailable due to conflicting licenses.
Stéphane Dauzère–Pérès +2 more
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Applying flexible job shop scheduling in patients management to optimize processing time in hospitals. [PDF]
International Journal of Research in Industrial Engineering, 2021 The continuous growth of the population causes an increased demand for our healthcare services. Insufficient hospitals face challenges to serve the patient within a preferable duration.
N. Sarfaraj, Md. L. Lingkon, N. Zahan
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Machines, 2021 The flexible job shop scheduling problem has always been the focus of research in the manufacturing field. However, most of the previous studies focused more on efficiency and ignored energy consumption.
Mingliang Wu +7 more
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A Method for Dynamic Insertion Order Scheduling in Flexible Job Shops Based on Digital Twins
Applied Sciences, 2022 Various production disturbances occurring in the flexible job shop production process may affect the production of the workshop, some of which may lead to the prolongation of production completion time.
Yajun Wang +4 more
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Impact of Personnel Flexibility on Job Shop Scheduling [PDF]
Scientific Programming, 2016 Considering the lack of the research on the relationship between HR flexibility and scheduling effect, a resource-competency matrix-based method was proposed in order to reveal the quantitative relationship between them. Meanwhile, a job shop scheduling model with HR flexibility was established and the improved genetic algorithm was used to solve the ...
Ren Lin +4 more
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Dynamic Data Scheduling of a Flexible Industrial Job Shop Based on Digital Twin Technology
Discrete Dynamics in Nature and Society, 2022 Aiming at the problems of premature convergence of existing workshop dynamic data scheduling methods and the decline in product output, a flexible industrial job shop dynamic data scheduling method based on digital twin technology is proposed.
Juan Li, Xianghong Tian, Jing Liu
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