面向约束服务水平的可处理(Q,R)启发式模型

Tractable (Q, R) Heuristic Models for Constrained Service Levels

Management Science · 1997
被引 59
人大 A+FT50UTD24ABS 4*

中文导读

提出一种无需迭代即可直接计算(Q,R)库存策略的启发式方法,适用于提前期需求分布族,对需要快速确定订货点与订货量的管理者有用。

Abstract

The fill rate (the proportion of demand that is satisfied from stock) is a viable alternative in inventory models to the hard-to-quantify penalty cost. However, a number of difficulties have impeded its implementation, among them that the existing cycle-based approximate solutions do not reflect the possibility of multiple outstanding orders and that the optimal policy cannot be found directly, but must be iteratively calculated. We show that for a large family of leadtime demand distributions, the optimal policy depends on only two parameters: the fill rate and the economic order quantity (EOQ) scaled by the standard deviation of demand over the constant leadtime. If we then assume that the leadtime demand is normally distributed, we can use the asymptotic results as the EOQ goes to zero and to positive infinity to fit atheoretic curves for the order quantity Q and the reorder point R. These fitted curves yield a good (Q, R) policy without iteration. We also find that, among the set of simple heuristics, the limit form as EOQ goes to positive infinity provides a better alternative to simply setting Q equal to the EOQ.

库存模型服务水平约束启发式策略经济订货批量