A minibatch stochastic gradient descent-based learning metapolicy for inventory systems with myopic optimal policy
Jiameng Lyu, Jinxing Xie, Shilin Yuan, Yuan Zhou
| Year of publication: |
2025
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| Authors: | Lyu, Jiameng ; Xie, Jinxing ; Yuan, Shilin ; Zhou, Yuan |
| Published in: |
Management science : journal of the Institute for Operations Research and the Management Sciences. - Hanover, Md. : INFORMS, ISSN 1526-5501, ZDB-ID 2023019-9. - Vol. 71.2025, 7, p. 5572-5588
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| Subject: | inventory control | minibatch SGD | multiechelon serial system | multiproduct and multiconstraint system | nonparametric demand learning | one-warehouse and multistore system | Theorie | Theory | Lagerhaltungsmodell | Inventory model | Lernprozess | Learning process | Lagermanagement | Warehouse management | Stochastischer Prozess | Stochastic process | Dynamische Optimierung | Dynamic programming |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/mnsc.2023.00920 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015447173