Solving Flexible Job-Shop Scheduling Problem with Heterogeneous Graph Neural Network Based on Relation and Deep Reinforcement Learning

Driven by the rise of intelligent manufacturing and Industry 4.0, the manufacturing industry faces significant challenges in adapting to flexible and efficient production methods. This study presents an innovative approach to solving the Flexible Job-Shop Scheduling Problem (FJSP) by integrating Het...

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Váldodahkkit:	Hengliang Tang, Jinda Dong
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	MDPI AG 2024-08-01
Ráidu:	Machines
Fáttát:	deep reinforcement learning flexible job-shop scheduling problem heterogeneous graph neural network manufacturing job-shop scheduling
Liŋkkat:	https://www.mdpi.com/2075-1702/12/8/584
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