A fuzzy programming model for optimizing the inventory management problem considering financial issues: A case study of the dairy industry

采购 计算机科学 经济订货量 订单(交换) 库存管理 模糊逻辑 相互依存 存货计价 存货理论 完好无损 持有成本 运筹学 存货周转率 目标规划 财务 业务 运营管理 生产(经济) 营销 人工智能 微观经济学 供应链 经济 盈利能力指数 数学 法学 政治学
作者
Mona Taheri,Mohsen Sadegh Amalnick,Ata Allah Taleizadeh,Ehsan Mardan
出处
期刊:Expert Systems With Applications [Elsevier BV]
卷期号:221: 119766-119766 被引量:24
标识
DOI:10.1016/j.eswa.2023.119766
摘要

In today's competitive environment as well as the dynamic nature of the business environment, managing inventory and financial flows has become more challenging. As inventory and financial flows are interdependent, setting an optimal plan for managing them simultaneously can have a dramatic impact on the company's efficiency The literature indicates that previous studies have rarely considered financial considerations in the inventory management problem. Thus, this study proposes a multi-objective programming model to optimize the inventory management problem for dairy products. In the model, material substitution is considered in order to assist in managing the inventory value. A fuzzy model is developed to deal with uncertain parameters such as inventory costs, raw milk volume, and the cost of purchasing raw materials. Then, a real-world case study is conducted in the Iranian dairy industry. Additionally, the proposed model is solved using a multi-choice goal programming approach. Further, sensitivity analyses are conducted in order to investigate the impact of critical parameters on the research question. Finally, managerial insights and theoretical implications are discussed. Based on the results, raw milk volume decreases inventory costs, and material substitution decreases inventory value as obsolete materials are used in products.
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