The impact of service level constraints in deterministic lot sizing with backlogging

被引:20
作者
Gruson, Matthieu [1 ]
Cordeau, Jean-Francois
Jans, Raf
机构
[1] HEC Montreal, 3000 Chemin Cote St Catherine, Montreal, PQ H3T 2A7, Canada
来源
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE | 2018年 / 79卷
基金
加拿大自然科学与工程研究理事会;
关键词
Production planning and control; Lot sizing; Deterministic demand; Service levels; Backlogging; Mixed integer programming formulations; MODELS; FORMULATIONS; DEMAND;
D O I
10.1016/j.omega.2017.08.003
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper studies the impact of service level constraints in the context of the capacitated and uncapacitated lot sizing problems with deterministic demand and backlogging over a discrete and finite time horizon. Because the standard formulation of these problems cannot distinguish between a backlog and a backorder, we use a reformulation to explicitly make this distinction. We then formulate several service level constraints adapted from the stochastic inventory control literature and introduce new ones. We analyze the impact of these constraints on the structure of the optimal solutions in terms of the number of backorders and total backlog, and on the performance of these solutions in terms of various service level indicators (proportion of periods with no backlog, proportion of backorders over total demand, maximum delay, average unit waiting time for an item). We also consider the introduction of various types of back-ordering costs (both fixed and duration dependent) and study their impact. We find that they tend to stabilize the structure of solutions, regardless of the service level constraints imposed. Finally, we analyze the impact of a first-in first-out order management policy and show that it helps improving most solutions. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:91 / 103
页数:13
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