Joint dynamic pricing and inventory control policy for a stochastic inventory system with perishable products

被引:94
作者
Li, Shukai [1 ]
Zhang, Jianxiong [2 ]
Tang, Wansheng [2 ]
机构
[1] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing, Peoples R China
[2] Tianjin Univ, Inst Syst Engn, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
stochastic optimal control; production; dynamic pricing; perishable products; Hamilton-Jacobi-Bellman (HJB) equation; MANAGEMENT; DEMAND;
D O I
10.1080/00207543.2014.961206
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper considers the joint dynamic pricing and inventory control policy for a stochastic inventory system with perishable products. The inventory system, with random disturbance, is modelled as a continuous-time stochastic differential equation. Combined dynamic pricing and production control, a stochastic dynamic optimisation problem that maximises the total discounted profit is developed. By applying the stochastic optimal control method, we formulate the problem of finding the optimal joint dynamic pricing and production schedule as the problem of solving a Hamilton-Jacobi-Bellman (HJB) equation. It is shown that the optimal dynamic pricing and production rate take the linear feedback form of the inventory level, which allows the decision-maker to effectively adjust the strategies as time evolves. In addition, to highlight the advantage of the joint dynamic pricing and production strategy, the case of the optimal production with static price is considered. Numerical examples are given to illustrate the validness of the theoretical results.
引用
收藏
页码:2937 / 2950
页数:14
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