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Journal Articles

Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning

Vivian Wen Hui Wong, Sang Hun Kim, Junyoung Park, Jinkyoo Park, Kincho H. Law
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2024, 146(1): 011009.
Paper No: MANU-23-1290
https://doi.org/10.1115/1.4063652
Published Online: October 19, 2023
...Vivian Wen Hui Wong; Sang Hun Kim; Junyoung Park; Jinkyoo Park; Kincho H. Law The interrupting swap-allowed blocking job shop problem (ISBJSSP) is a complex scheduling problem that is able to model many manufacturing planning and logistics applications realistically by addressing both the lack...
View Article titled, Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking <span class="search-highlight">Job</span> <span class="search-highlight">Shop</span> <span class="search-highlight">Problem</span> Using Graph Neural Network and Reinforcement Learning
Open the PDF for Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking <span class="search-highlight">Job</span> <span class="search-highlight">Shop</span> <span class="search-highlight">Problem</span> Using Graph Neural Network and Reinforcement Learning in another window
Topics: Job-shop scheduling, Machine shops, Machinery, Reinforcement learning, Artificial neural networks, Probability
Includes: Supplementary data