稳定随机需求的连续时间动态定价

Q4 Decision Sciences
Kimitoshi Sato, K. Sawaki
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引用次数: 0

摘要

在本文中,我们考虑零售商的定价决策,该零售商在给定的时间间隔内经历了对产品的峰值需求,并希望通过调整销售价格来稳定需求。需求的稳定带来了理想的结果,例如减少了对产能投资的需求,并提高了供应链的生产效率。我们建立了一个连续时间模型来分析动态定价对峰值需求的影响。我们发现,封闭形式的最优定价策略使实际需求和目标水平之间的差异最小化。研究表明,动态定价不仅降低了峰值需求,而且缓解了峰值需求的波动。以用电量数据为例研究表明,与不变的定价政策相比,所提出的定价政策在降低平均峰值需求方面是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CONTINUOUS-TIME DYNAMIC PRICING FOR STABILIZING STOCHASTIC DEMAND
In this paper, we consider the pricing decision of a retailer who experiences peak demand for a product during a given time interval and wishes to stabilize the demand by adjusting the sales price. The stabilization of demand brings about desirable outcomes such as a reduction in the need for capacity investment and improves the production efficiency in the supply chain. We establish a continuous-time model to analyze the effect of dynamic pricing on peak demand. We find that a closed-form optimal pricing policy minimizes the difference between the actual demand and target level. It is shown that the dynamic pricing not only reduces peak demand but also mitigates fluctuations in the peak demand. Using electricity consumption data as a case study, we show that the proposed pricing policy is effective for reducing the mean peak demand compared to a constant pricing policy.
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来源期刊
Journal of the Operations Research Society of Japan
Journal of the Operations Research Society of Japan 管理科学-运筹学与管理科学
CiteScore
0.70
自引率
0.00%
发文量
12
审稿时长
12 months
期刊介绍: The journal publishes original work and quality reviews in the field of operations research and management science to OR practitioners and researchers in two substantive categories: operations research methods; applications and practices of operations research in industry, public sector, and all areas of science and engineering.
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