Graph neural network and expert-guided deep reinforcement learning for solving flexible job-shop scheduling problem
Wenqiang Zhang, Xuan Bao, Huili Geng, Guohui Zhang, Mitsuo Gen
| Year of publication: |
2025
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|---|---|
| Authors: | Zhang, Wenqiang ; Bao, Xuan ; Geng, Huili ; Zhang, Guohui ; Gen, Mitsuo |
| Published in: |
Computers & operations research : an international journal. - Amsterdam [u.a.] : Elsevier, ISSN 0305-0548, ZDB-ID 1499736-8. - Vol. 183.2025, Art.-No. 107155, p. 1-16
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| Subject: | Deep reinforcement learning | Expert-guided strategy | Flexible job-shop scheduling problem | Graph neural network | Priority dispatching rules | Scheduling-Verfahren | Scheduling problem | Neuronale Netze | Neural networks | Graphentheorie | Graph theory | Algorithmus | Algorithm | Produktionssteuerung | Production control | Flexibles Fertigungssystem | Flexible manufacturing system | Lernprozess | Learning process |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.cor.2025.107155 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015460127