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[会议论文]

Research on Collaborative Forecasting Model Based on CPFR

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作者:

Jiang, Guorui (Jiang, Guorui.) | Liu, Ying (Liu, Ying.)

收录:

CPCI-S

摘要:

Aimed at solving the forecasting problems in Collaborative Planning, Forecasting & Replenishment (CPFR). this paper uses grey model and time series model to predict the demand of manufacturer and retailer separately. Combining the results of single forecasting based on induced ordered weighted averaging (IOWA) which can empower the estimation value after sorting by prediction accuracy at each point of time. This paper sets up a collaborative forecasting model and obtains the collaborative forecasting value. The practical application results show that the collaborative forecasting model can improve the precision of demand prediction. Moreover, this model can help both manufacturer and retailer cooperate with each other more closely and share the information, thus it can reduce the inventory of supply chain and enhance efficiency.

关键词:

time series model collaborative forecasting Grey forecast CPFR Supply chain

作者机构:

  • [ 1 ] [Jiang, Guorui]Beijing Univ Technol, Econ & Management Sch, Beijing 100124, Peoples R China
  • [ 2 ] [Liu, Ying]Beijing Univ Technol, Econ & Management Sch, Beijing 100124, Peoples R China

通讯作者信息:

  • [Jiang, Guorui]Beijing Univ Technol, Econ & Management Sch, Beijing 100124, Peoples R China

电子邮件地址:

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相关文章:

来源 :

SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING: THEORY AND PRACTICE, VOL 1

ISSN: 1867-5662

年份: 2012

卷: 114

页码: 523-529

语种: 英文

被引次数:

WoS核心集被引频次: 4

近30日浏览量: 0

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