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  • 标题:Simulation-Based Optimization for the Integrated Control of Production and Logistics: A Performance Comparison
  • 本地全文:下载
  • 作者:Matheus C. Pires ; Enzo M. Frazzon ; Djonathan Quadras
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:10639-10644
  • DOI:10.1016/j.ifacol.2020.12.2824
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractManufacturing systems’ efficiency depends on the proper assignment of orders to resources. Due to existing interdependencies, the integrated consideration of production, inventory and delivery processes can improve the overall manufacturing performance. However, the integration can result in high complexity and stochasticity. Thus, the three areas are rarely addressed together. Thereof, this paper proposes an integrated simulation-based optimization method to cope with uncertainty and complexity. The proposed approach was compared to a benchmark approach and the obtained results show that the first is able to handle the complexity and stochasticity of real-world manufacturing systems, surpassing the performance of the latter.
  • 关键词:KeywordsSupply Chain PlanningControlSimulation-based OptimizationIntegrated PlanningSimulationOptimizationSimulated Annealing
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