Time series imaging-based deep learning method for inventory control

Data-driven newsvendor methods offer promising solutions for estimating replenishment quantity within complex markets by leveraging demand-related features. However, most features utilized by these methods rely on manual selection, and some important unobservable features cannot be thoroughly utiliz...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	International journal of general systems Jg. 54; H. 3; S. 271 - 297
Hauptverfasser:	Tian, Yu-Xin, Zhang, Chuan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Abingdon Taylor & Francis 03.04.2025 Taylor & Francis LLC
Schlagworte:	Artificial neural networks Control data (computers) Data-driven method Decision making Deep learning Imaging Inventory control Multilayer perceptrons Time series time series imaging
ISSN:	0308-1079, 1563-5104
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!