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Intermittent demand forecasting: a guideline for method selection

机译:间歇性需求预测:方法选择的指导

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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.
机译:间歇性需求显示不规则的模式,使其与所有其他需求类型区分开来。由于不规则发生和需求尺寸变异性,难以预测间歇性需求。由于这个原因,研究人员开发了临时间歇性需求预测方法。由于间歇性需求具有特殊的特征,因此将其分组为类别以获得更好的管理。在本文中,考虑了具有每个间歇性需求类别的方法选择的专用方法。这项工作简化了间歇性需求预测,并通过基于需求分类来实现方法选择的方式为市场参与者提供指导。通过这样做,本文将作为从业者更容易地管理间歇性需求的有用工具。

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