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Method for determining daily weighting factors for use in forecasting daily product sales

机译:确定用于预测每日产品销售量的每日加权因子的方法

摘要

A product demand forecasting methodology is presented that applies daily weight values to a weekly forecast to determine daily forecasts for a product or service. The method determines daily weight values for use in forecasting current product sales by blending daily weight values calculated from historical demand data for both recent weeks and year-prior weeks. Recent weeks are used to account for recent correlations and alternation effects, and year-prior weeks are used to account for seasonality effects. The method automatically calculates a measure of significance for the daily weights calculated from the recent weeks and year-prior weeks. The significance of each week is applied as a weighting factor during the blending of recent weeks and year-prior daily weight values.
机译:提出了一种产品需求预测方法,该方法将每日重量值应用于每周预测,以确定产品或服务的每日预测。该方法通过混合从最近几周和当年前几周的历史需求数据计算得出的每日重量值,确定用于预测当前产品销售的每日重量值。最近几周用于说明最近的相关性和交替影响,而一年以前的几周用于说明季节性影响。该方法自动计算从最近几周和一年前的几周计算出的每日体重的重要程度。在混合最近几周和一年之前的每日体重值期间,将每周的重要性用作加权因子。

著录项

  • 公开/公告号US8560374B2

    专利类型

  • 公开/公告日2013-10-15

    原文格式PDF

  • 申请/专利权人 ARASH BATENI;EDWARD KIM;

    申请/专利号US20080326145

  • 发明设计人 EDWARD KIM;ARASH BATENI;

    申请日2008-12-02

  • 分类号G06Q30/02;

  • 国家 US

  • 入库时间 2022-08-21 16:47:03

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