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Production planning in a two-level supply chain for production-time-dependent products with dynamic demands

机译:两级供应链中的生产计划,用于具有动态需求的与生产时间相关的产品

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摘要

We consider a two-level supply chain that consists of multiple suppliers and a manufacturing plant. Each supplier produces semi-finished products needed for several types of (finished) products and delivers the semi-finished products to the manufacturing plant, where the products are produced to satisfy dynamic demands. In each supplier, production times of semi-finished products for different product types may be different, but processing should be started at the same time if they are in the same production batch although they may be completed at different times. The problem considered here is to determine production plans of the suppliers with the objective of minimizing the sum of raw material purchasing costs, production costs, setup costs of the suppliers, transportation costs, and costs for outsourcing semi-finished products. We present a mixed integer programming model and develop a two-step heuristic algorithm in which the problem is decomposed into two subproblems and these subproblems are solved sequentially. We also present solution-improvement procedures. Performance of the algorithm is evaluated by comparing its solutions with optimal solutions and good solutions obtained from a simulated annealing algorithm developed in this study, and results are reported.
机译:我们考虑一个由多个供应商和一个制造工厂组成的两级供应链。每个供应商都生产几种(成品)类型所需的半成品,并将半成品交付给制造工厂,在制造工厂中生产产品以满足动态需求。在每个供应商中,不同产品类型的半成品的生产时间可能不同,但是,如果它们在同一生产批次中,则它们应在同一时间开始加工,尽管它们可以在不同的时间完成。这里考虑的问题是确定供应商的生产计划,以使原材料采购成本,生产成本,供应商的设置成本,运输成本以及半成品外包成本的总和最小化。我们提出了一个混合整数规划模型,并开发了一种两步启发式算法,其中将问题分解为两个子问题,并依次解决这些子问题。我们还提出了解决方案改进程序。通过将其解决方案与最佳解决方案和从本研究开发的模拟退火算法获得的好的解决方案进行比较,来评估算法的性能,并报告结果。

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