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An Integrated Forward/Reverse Logistics Network Optimization Model for Multi-Stage Capacitated Supply Chain

机译:多阶段产能受限供应链的正向/反向物流网络优化集成模型

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摘要

In this study, the integrated forward/reverse logistics network is investigated, and a capacitated multi-stage logistics network design is proposed by formulating a generalized logistics network problem into a bi-objective mixed-integer programming model (MIP). The purpose is to minimize the total costs and maximize the responsiveness of the closed- loop supply chain network simultaneously. Moreover branch and bound algorithm is applied to find a global optimum for this model which provides the decisions related to the facility location problem, optimum quantity of shipped product, and facility capacity. Finally, a numerical example is conducted in order to show the power of the proposed MIP model to avoid the sub-optimality caused by separate design of the forward and reverse logistics networks. It has been shown that such an approach can significantly help the managers to make decisions about the problems associated with integrated logistics network design.
机译:在这项研究中,研究了正向/反向集成物流网络,并通过将广义物流网络问题表述为双目标混合整数规划模型(MIP),提出了一个容量较大的多阶段物流网络设计。目的是最小化总成本,同时最大化闭环供应链网络的响应能力。此外,应用分支定界算法为该模型找到全局最优值,该最优值提供了与设施位置问题,最佳装运产品数量和设施容量有关的决策。最后,进行了一个数值示例,以展示所提出的MIP模型的功能,从而避免了由正向和反向物流网络的单独设计引起的次优性。已经表明,这种方法可以极大地帮助管理者做出与集成物流网络设计相关的问题的决策。

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