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Scheduling assemble-to-order systems with multiple cells to minimize costs and tardy deliveries

机译:安排具有多个单元的按订单组装系统,以最大程度地降低成本和交货延迟

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摘要

Responsive assemble-to-order supply chains demand efficient coordination between production and distribution functions. This paper investigates the case of customer orders assigned to configuration cells located in different geographical regions. Complete orders are directly shipped from the cells to customers located in distinct locations. The objective is to minimize the total cost of production and transportation, and the percentage of tardy deliveries simultaneously. The problem is formulated as a bi-objective optimization problem. Four heuristics are developed for generating a set of Pareto solutions. Extensive experiments ranging from small to large-scale instances are performed. Results show the heuristics generate good, feasible non-dominant solutions, which are especially critical for decision makers. Our results also demonstrate that there is no clear dominant heuristic and that relative heuristic performance is dependent on problem size. Sensitivity analysis of critical parameters reveals additional insights.
机译:响应式按订单生产的供应链要求在生产和分销部门之间进行有效的协调。本文研究了将客户订单分配给位于不同地理区域的配置单元的情况。完整的订单直接从单元运送到不同位置的客户。目的是最大程度地减少生产和运输的总成本,并同时降低交货延迟的百分比。该问题被表述为双目标优化问题。开发了四种启发式方法来生成一组Pareto解决方案。进行了从小型到大型实例的广泛实验。结果表明,启发式方法可生成良好且可行的非优势解决方案,这对于决策者而言尤其重要。我们的结果还表明,没有明显的主导启发式算法,相对启发式性能取决于问题的大小。关键参数的敏感性分析揭示了更多的见解。

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