连续时间动态最优控制制造问题

Jan Arnold, S. Minner, Matthias Morrocu
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引用次数: 2

摘要

经济产量是生产管理中的一个重要问题。目标是确定在制造过程中以增量方式进行生产时,制造货物和保持库存所需的总成本最小的数量。成本和需求的动态影响往往被忽视,尽管参数可能随时间而变化。在这种情况下,最优控制理论超越了数值方法的建议,并允许对最优解进行分析解释。提出了一种具有动态参数的生产净现值和库存持有成本最小化的确定性连续时间方法。每件产品的制造成本、持有成本和需求率随时间而变化。应用庞特里亚金的最大原则,最优策略包括在产能限制下的生产间隔与库存建立、去库存期和准时生产期。提出了寻找最优制造量的求解算法,并给出了最优解的经济解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A continuous time dynamic optimal control manufacturing problem
Economic production quantities address an important problem in operations management. The objective is to determine the quantity that minimises total cost required to manufacture goods and hold inventories when production is performed incrementally during the manufacturing process. The dynamic impact of costs and demand is often neglected though parameters may vary over time. In this context, optimal control theory goes beyond the suggestion of a numerical approach and allows for an analytical interpretation of optimal solutions. This paper presents a deterministic continuous time approach minimising the net present value of production and inventory holding cost with dynamic parameters. Manufacturing cost per item, holding cost, and demand rate vary over time. Applying Pontryagin’s maximum principle, the optimal policy involves intervals of production at the capacity limit with inventory build up, destocking periods, and periods of just-in-time production. A solution algorithm is presented to find the optimal manufacturing quantities and an economic interpretation of an optimal solution is provided.
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