Sample average approximation for a two-echelon inventory system with service-level constraints

Shing Chih Tsai, I. Ying Ho

研究成果: Article同行評審

1 引文 斯高帕斯(Scopus)

摘要

We propose a sample-average-approximation-based simulation optimisation approach for solving a two-echelon inventory problem containing a total cost objective function and multiple service-level constraints. Some necessary parameter settings and conditions are provided to achieve the stopping condition in practice and the convergence to the optimal solution. The approach takes into account the stochastic nature of the objective and constraint performance measures, and allows the customer demands to occur with a random size and all events to occur at random points in time (including the stochastic lead times). Experimental studies are performed to evaluate the efficiency of the developed algorithms and other existing solution approaches.

原文English
頁(從 - 到)675-688
頁數14
期刊Journal of the Operational Research Society
70
發行號4
DOIs
出版狀態Published - 2019 四月 3

All Science Journal Classification (ASJC) codes

  • 管理資訊系統
  • 策略與管理
  • 管理科學與經營研究
  • 行銷

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