An Improved Genetic Algorithm for Solving the Multi-AGV Flexible Job Shop Scheduling Problem. [PDF]
Sensors (Basel), 2023 In real manufacturing environments, the number of automatic guided vehicles (AGV) is limited. Therefore, the scheduling problem that considers a limited number of AGVs is much nearer to real production and very important.
Meng L +5 more
europepmc +2 more sources
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
doaj +2 more sources
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
doaj +2 more sources
The flexible job shop scheduling problem: A review
European Journal of Operational Research, 2023 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
S. Dauzére-Pérés +3 more
semanticscholar +5 more sources
Complex & Intelligent SystemsThe flexible job-shop scheduling problem (FJSP) with parallel batch processing machine (PBM) is one of those long-standing issues that needs cutting-edge approaches. It is a recent extension of standard flexible job shop scheduling problems.
Lirui Xue +3 more
doaj +2 more sources
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
doaj +4 more sources
Dynamic Intelligent Scheduling in Low-Carbon Heterogeneous Distributed Flexible Job Shops with Job Insertions and Transfers [PDF]
SensorsWith the rapid development of economic globalization and green manufacturing, traditional flexible job shop scheduling has evolved into the low-carbon heterogeneous distributed flexible job shop scheduling problem (LHDFJSP).
Yi Chen +3 more
doaj +2 more sources
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
doaj +1 more source
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
doaj +1 more source
Flexible Job Shop Scheduling via Dual Attention Network-Based Reinforcement Learning [PDF]
IEEE Transactions on Neural Networks and Learning Systems, 2023 Flexible manufacturing has given rise to complex scheduling problems such as the flexible job shop scheduling problem (FJSP). In FJSP, operations can be processed on multiple machines, leading to intricate relationships between operations and machines ...
Runqing Wang +4 more
semanticscholar +1 more source