非平稳随机需求下易腐品库存控制的简单启发式方法

A simple heuristic for perishable item inventory control under non-stationary stochastic demand

International Journal of Production Research · 2016
被引 40
ABS 3

中文导读

针对有限保质期产品在非平稳随机需求下的单品种单库存点批量问题,提出了两种扩展Silver启发式的新方法,并通过数值实验验证了其有效性。

Abstract

In this paper, we study the single-item single-stocking location non-stationary stochastic lot sizing problem for a perishable product. We consider fixed and proportional ordering cost, holding cost and penalty cost. The item features a limited shelf life, therefore we also take into account a variable cost of disposal. We derive exact analytical expressions to determine the expected value of the inventory of different ages. We also discuss a good approximation for the case in which the shelf-life is limited. To tackle this problem, we introduce two new heuristics that extend Silver’s heuristic and compare them to an optimal Stochastic Dynamic Programming policy in the context of a numerical study. Our results demonstrate the effectiveness of our approach.

库存管理易腐品随机需求启发式算法运筹学