Suppr超能文献

具有外包策略的客户优先级综合供应链优化模型

Customer Prioritization Integrated Supply Chain Optimization Model with Outsourcing Strategies.

作者信息

Mushtaq Iram, Umer Muhammad, Khan Muhammad Attique, Kadry Seifedine

机构信息

Department of Management Sciences, Sir Syed CASE Institute of Technology (SS-CASE-IT), Islamabad, Pakistan.

Department of Computer Science, HITEC University, Taxila, Pakistan.

出版信息

Big Data. 2024 Dec;12(6):413-428. doi: 10.1089/big.2021.0292. Epub 2022 Apr 29.

Abstract

Pre-COVID-19, most of the supply chains functioned with more capacity than demand. However, COVID-19 changed traditional supply chains' dynamics, resulting in more demand than their production capacity. This article presents a multiobjective and multiperiod supply chain network design along with customer prioritization, keeping in view price discounts and outsourcing strategies to deal with the situation when demand exceeds the production capacity. Initially, a multiperiod, multiobjective supply chain network is designed that incorporates prices discounts, customer prioritization, and outsourcing strategies. The main objectives are profit and prioritization maximization and time minimization. The introduction of the prioritization objective function having customer ranking as a parameter and considering less capacity than demand and outsourcing differentiates this model from the literature. A four-valued neutrosophic multiobjective optimization method is introduced to solve the model developed. To validate the model, a case study of the supply chain of a surgical mask is presented as the real-life application of research. The research findings are useful for the managers to make price discounts and preferred customer prioritization decisions under uncertainty and imbalance between supply and demand. In future, the logic in the proposed model can be used to create web application for optimal decision-making in supply chains.

摘要

在新冠疫情之前,大多数供应链的运行都是产能大于需求。然而,新冠疫情改变了传统供应链的动态,导致需求超过了生产能力。本文提出了一个多目标、多周期的供应链网络设计以及客户优先级划分,并考虑了价格折扣和外包策略,以应对需求超过生产能力的情况。首先,设计了一个多周期、多目标的供应链网络,该网络纳入了价格折扣、客户优先级划分和外包策略。主要目标是利润最大化、优先级最大化和时间最小化。引入以客户排名为参数的优先级目标函数,并考虑产能小于需求和外包的情况,这使得该模型与文献中的模型有所不同。引入了一种四值中智多目标优化方法来求解所建立的模型。为了验证该模型,以手术口罩供应链的案例研究作为研究的实际应用。研究结果有助于管理者在供需不确定和不平衡的情况下做出价格折扣和优先客户优先级划分的决策。未来,所提出模型中的逻辑可用于创建供应链中最优决策的网络应用程序。

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