Learning to schedule job-shop problems : representation and policy learning using graph neural network and reinforcement learning
Junyoung Park, Jaehyeong Chun, Sang Hun Kim, Youngkook Kim and Jinkyoo Park
| Year of publication: |
2021
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|---|---|
| Authors: | Park, Junyoung ; Chun, Jaehyeong ; Kim, Sang Hun ; Kim, Youngkook ; Park, Jinkyoo |
| Published in: |
International journal of production research. - London [u.a.] : Taylor & Francis, ISSN 1366-588X, ZDB-ID 1485085-0. - Vol. 59.2021, 11, p. 3360-3377
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| Subject: | graph neural network | job shop scheduling problem | JSSP | reinforcement learning | Scheduling | Scheduling-Verfahren | Scheduling problem | Neuronale Netze | Neural networks | Lernprozess | Learning process | Graphentheorie | Graph theory | Lernen | Learning | Produktionssteuerung | Production control |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1080/00207543.2020.1870013 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012589157