Dynamic scheduling for flexible job-shop with reconfigurable manufacturing cells considering dynamic job arrivals based on deep reinforcement learning
Liang Zheng, Xiaodi Chen, Cunbo Zhuang, Jianhua Liu, Yongyang Zhang and Lijuan Lai
| Year of publication: |
2025
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|---|---|
| Authors: | Zheng, Liang ; Chen, Xiaodi ; Zhuang, Cunbo ; Liu, Jianhua ; Zhang, Yongyang ; Lai, Lijuan |
| Published in: |
International journal of production research. - London [u.a.] : Taylor & Francis, ISSN 1366-588X, ZDB-ID 1485085-0. - Vol. 63.2025, 20, p. 7427-7459
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| Subject: | deep reinforcement learning | Dynamic flexible job-shop scheduling | dynamic job arrival | Noisy Dueling Double DQN | reconfigurable manufacturing cells | Scheduling-Verfahren | Scheduling problem | Flexibles Fertigungssystem | Flexible manufacturing system | Algorithmus | Algorithm | Produktionssteuerung | Production control | Heuristik | Heuristics | Fertigungsinsel | Cellular manufacturing | Evolutionärer Algorithmus | Evolutionary algorithm | Produktionssystem | Manufacturing system |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1080/00207543.2025.2497961 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015548980