Review 2023 · 47 atıf

Applications of Artificial Intelligence in Inventory Management: A Systematic Review of the Literature

Albayrak Unal, Ozge, Erkayman, Burak, Usanmaz, Bilal

Özet

Today, companies that want to keep up with technological development and globalization must be able to effectively manage their supply chains to achieve high quality, increased efficiency, and low costs. Diversified customer needs, global competitors, and market competition have led companies to pay more attention to inventory management. This article provides a comprehensive and up-to-date review of Artificial Intelligence (AI) applications used in inventory management through a systematic literature review. As a result of this analysis, which focused on research articles in two scientific databases published between 2012 and 2022 for detailed study, 59 articles were identified. Furthermore, the current situation is summarized and possible future aspects of inventory management are identified. The results show that the interest in AI methods has increased in recent years and machine learning algorithms are the most commonly used methods. This study is meticulously and comprehensively conducted so it will probably make significant contributions to the further studies in this field.

Anahtar Kelimeler

Inventory Management Artificial Intelligence Machine Learning Deep Learning Systematic Literature Review CLASSIFICATION APPROACH DEMAND OPTIMIZATION DECISION DESIGN MODEL SIMULATION ALGORITHM KNOWLEDGE FRAMEWORK

WoS Kategorileri

Computer Science, Interdisciplinary Applications Engineering, Multidisciplinary Mathematics, Interdisciplinary Applications

Sürdürülebilir Kalkınma Amaçları

Sorumlu Üretim ve Tüketim

Künye

Dergi: ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
Yıl: 2023
Cilt: 30
Sayı: 4
Sayfa: 2605-2625
ISSN: 1134-3060
eISSN: 1886-1784
DOI: 10.1007/s11831-022-09879-5
WoS UID: WOS:000934207300002

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