A bi-objective non-linear approach for determining the ordering strategy for group B in ABC analysis inventory

Q2 Engineering
Fatemeh Keshavarz-Ghorbani, S. Pasandideh
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引用次数: 1

Abstract

The main aim of this research is to find the best inventory review policy for different types of items in group B in ABC analysis through minimizing the total cost of the system and maximizing the service level. Moreover, this study has considered several operational constraints such as limitations on storage space, number of orders, and allowable shortage. To solve this problem, first, an individual optimization method is utilized to obtain optimal solutions. Then, two classic and novel multi-objective optimization methods have been used to convert the bi-objective problem to a single-objective and reach the near-optimal solutions for both objectives simultaneously. Finally, the proposed methods are compared in terms of objective function values and computational time to find the better method.
ABC分析库存中确定B组订货策略的双目标非线性方法
本研究的主要目的是通过最小化系统总成本和最大化服务水平,找到ABC分析中B组不同类型物品的最佳库存审核策略。此外,本研究还考虑了一些操作约束,如存储空间限制、订单数量和允许短缺。为了解决这一问题,首先利用个体优化方法获得最优解。然后,利用两种经典的和新颖的多目标优化方法将双目标问题转化为单目标问题,并同时达到两个目标的近最优解。最后,从目标函数值和计算时间两方面对所提方法进行了比较,以找到更好的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Optimization in Industrial Engineering
Journal of Optimization in Industrial Engineering Engineering-Industrial and Manufacturing Engineering
CiteScore
2.90
自引率
0.00%
发文量
0
审稿时长
32 weeks
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