کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5082911 1477652 2006 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On the stock control performance of intermittent demand estimators
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
پیش نمایش صفحه اول مقاله
On the stock control performance of intermittent demand estimators
چکیده انگلیسی
The purpose of this paper is to assess the empirical stock control performance of intermittent demand estimation procedures. The forecasting methods considered are the simple moving average, single exponential smoothing, Croston's method and a new method recently developed by the authors of this paper. We first discuss the nature of the empirical demand data set (3000 stock keeping units) and we specify the stock control model to be used for experimentation purposes. Performance measures are then selected to report customer service level and stock volume differences. The out-of-sample empirical comparison results demonstrate the superior stock control performance of the new intermittent demand forecasting method and enable insights to be gained into the empirical utility of the other estimators.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Production Economics - Volume 103, Issue 1, September 2006, Pages 36-47
نویسندگان
, ,