Using the proximal policy optimisation algorithm for solving the stochastic capacitated lot sizing problem
Year of publication: |
2023
|
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Authors: | Hezewijk, Lotte van ; Dellaert, Nico ; Van Woensel, Tom ; Gademann, Noud |
Published in: |
International journal of production research. - London [u.a.] : Taylor & Francis, ISSN 1366-588X, ZDB-ID 1485085-0. - Vol. 61.2023, 6, p. 1955-1978
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Subject: | Capacitated lot sizing problem | deep reinforcement learning | multi-item | proximal policy optimisation | stochastic demand | Theorie | Theory | Losgröße | Lot size | Mathematische Optimierung | Mathematical programming | Produktionsplanung | Production planning | Kapazitätsplanung | Capacity planning | Algorithmus | Algorithm |
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