Dynamic hybrid approach for reusable containers management in a close-loop supply chain

Mohammed Rida Ech-Charrat, K. Amechnoue
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引用次数: 5

Abstract

In this study, we are interested in the reusable containers management (e.g gases bottles, pallets, maritime containers, etc.). In this context, we address a dynamic reusable containers planning problem in a close-loop supply chain to optimize reusable containers collect, exploitation, storage and redistribution under environmental constraint in the context of reverse logistic. We propose firstly a new mixed integer programming model that helps practitioners to determine the delivered, collected, stored quantities of reusable containers on each period of the planning horizon under a carbon emission constraint. Secondly we introduce a hybrid approach based on the genetic algorithms to solve the problem. The numerical results have shown that developed hybrid approach generates high-quality solutions in a moderate computational time.
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闭环供应链中可重用容器管理的动态混合方法
在本研究中,我们对可重复使用的容器管理(如气瓶、托盘、海运集装箱等)感兴趣。在此背景下,我们研究了闭环供应链中可重复使用集装箱的动态规划问题,以优化逆向物流环境约束下可重复使用集装箱的收集、开发、存储和再分配。我们首先提出了一个新的混合整数规划模型,该模型可以帮助实践者在碳排放约束下确定每个规划周期内可重复使用容器的交付、收集和存储数量。其次,我们引入了一种基于遗传算法的混合方法来解决这一问题。数值结果表明,所提出的混合方法能在较短的计算时间内得到高质量的解。
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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