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  • 标题:Innovative Logistics Management under Uncertainty using Markov Model
  • 本地全文:下载
  • 作者:Varanya Tilokavichai ; Peraphon Sophatsathit ; Achara Chandrachai
  • 期刊名称:Information and Knowledge Management
  • 印刷版ISSN:2224-5758
  • 电子版ISSN:2224-896X
  • 出版年度:2012
  • 卷号:2
  • 期号:5
  • 页码:19-29
  • 语种:English
  • 出版社:International Institute for Science, Technology Education
  • 摘要:This paper proposes an innovative uncertainty management using a stochastic model to formulate logistics network starting from order processing, purchasing, inventory management, transportation, and reverse logistics activities. As this activity chain fits well with Markov process, we exploit the very principle to represent not only the transition among various activities, but also the inherent uncertainty that has plagued logistics activities across the board. The logistics network model is thus designed to support logistics management by retrieving and analyzing logistics performance in a timely and cost effective manner. The application of information technology entails this network to become a Markovian information model that is stochastically predictable and flexibly manageable. A case study is presented to highlight the significance of the model.
  • 关键词:Logistics network; Markov process; Risk management; Uncertainty management.
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