An integrated data-driven method using deep learning for a newsvendor problem with unobservable features
Davood Pirayesh Neghab, Siamak Khayyati, Fikri Karaesmen
| Year of publication: |
2022
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|---|---|
| Authors: | Pirayesh Neghab, Davood ; Khayyati, Siamak ; Karaesmen, Fikri |
| Published in: |
European journal of operational research : EJOR. - Amsterdam : Elsevier, ISSN 0377-2217, ZDB-ID 243003-4. - Vol. 302.2022, 2 (16.10.), p. 482-496
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| Subject: | Inventory | Hidden Markov model | Deep neural network | Partially observed data | Integrated estimation and optimization | Markov-Kette | Markov chain | Neuronale Netze | Neural networks | Lagerhaltungsmodell | Inventory model | Theorie | Theory | Stochastischer Prozess | Stochastic process | Mathematische Optimierung | Mathematical programming | Künstliche Intelligenz | Artificial intelligence |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.ejor.2021.12.047 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013270115