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Dynamic Pricing and Inventory Control in a Make-to-Stock Queue With Information on the Production Status

机译:具有生产状态信息的按库存生产队列中的动态定价和库存控制

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This paper addresses the dynamic pricing problem of a single-item, make-to-stock production system. Demand arrives according to Poisson processes with changeable arrival rate dependent on the selling price. Item processing times follow an Erlang distribution, which allows to use the information on the production status in a tractable way. The objective is to identify a dynamic control policy that decides production and adjusts the price to maximize the long-run total discounted profit. An optimal policy is based on the so-called work-storage level that captures the information of the inventory level and the status of ongoing production process. Specifically, we show that: 1) the finished goods inventory is optimally managed by a critical stage level policy: when the inventory is below a certain work-storage level, production is started if the system is currently idle and 2) the price is optimally set by threshold levels: a certain price is posted when the work-storage level is at or below a threshold corresponding to that level of price. Moreover, we develop an efficient algorithm to compute the optimal policy.
机译:本文解决了单项按库存生产系统的动态定价问题。需求根据泊松过程到达,到达率根据销售价格而变化。项目处理时间遵循Erlang分布,该分布允许以易处理的方式使用有关生产状态的信息。目的是确定动态控制策略,以决定生产并调整价格,以使长期总折现利润最大化。最佳策略基于所谓的工作存储级别,该级别捕获库存级别信息和正在进行的生产过程的状态。具体来说,我们表明:1)通过关键阶段策略对成品库存进行最佳管理:当库存低于某个工作存储水平时,如果系统当前处于闲置状态,则开始生产; 2)价格处于最佳状态由阈值级别设置:当工作存储级别等于或低于对应于该价格级别的阈值时,将发布某个价格。此外,我们开发了一种有效的算法来计算最佳策略。

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