Intermittent demand forecasting: A guideline for method selection
Yükleniyor...
Tarih
2020
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Intermittent demand shows irregular pattern that differentiates it from all other demand types. It is hard to forecasting intermittent demand due to irregular occurrences and demand size variability. Due to this reason, researchers developed ad hoc intermittent demand forecasting methods. Since intermittent demand has peculiar characteristics, it is grouped into categories for better management. In this paper, specialized methods with a focus of method selection for each intermittent demand category are considered. This work simplifies the intermittent demand forecasting and provides guidance to market players by leading the way to method selection based on demand categorization. By doing so, the paper will serve as a useful tool for practitioners to manage intermittent demand more easily.
Açıklama
Anahtar Kelimeler
Intermittent Demand, Demand Forecasting, Performance Measure, Croston’s Method, Method Selection
Kaynak
Sadhana
WoS Q Değeri
Q1
Scopus Q Değeri
Q2
Cilt
45
Sayı
51
Künye
Kaya, G. O., Şahin, M. and Demirel, Ö. F. (2020). Intermittent demand forecasting: A guideline for method selection. Sadhana, (45) 51, 1-7.
