Flexible Job Shop Scheduling Problem using graph neural networks and reinforcement learning
Xi Liu, Xin Chen, Vincent Chau, Jedrzej Musial, Jacek Blazewicz
| Year of publication: |
2025
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|---|---|
| Authors: | Liu, Xi ; Chen, Xin ; Chau, Vincent ; Musial, Jedrzej ; Błażewicz, Jacek |
| Published in: |
Computers & operations research : an international journal. - Amsterdam [u.a.] : Elsevier, ISSN 0305-0548, ZDB-ID 1499736-8. - Vol. 182.2025, Art.-No. 107139, p. 1-12
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| Subject: | Deep reinforcement learning | Flexible Job Shop Scheduling Problem | Graph attention network | Residual connection | Scheduling-Verfahren | Scheduling problem | Graphentheorie | Graph theory | Neuronale Netze | Neural networks | Produktionssteuerung | Production control |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.cor.2025.107139 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015433962