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A HEURISTIC APPROACH FOR A REVERSE LOGISTICS SYSTEM WITH MULTI-ITEMS AND PRODUCTS

机译:具有多项目和多产品的逆向物流系统的启发式方法

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摘要

Topics on reverse logistics have been discussed over the years. Most of them are dealt with by assuming that all recycled items are transferred to the next intermediate stages. This assumption implies that there will be no recycled items in stock in the intermediate recycling stages. In fact, stock may exists in intermediate recycling stages. Thus, the assumption of no stock in intermediate stages is not always true. By relaxing the assumption, this paper discusses a reverse logistics system with multiple items of which each consists of some components among a variety of spare parts. The purpose is to maximize the total profit by establishing a reverse logistics framework and the distribution flows over the logistics system over a finite planning periods. The mathematic model established in this research is a non-linear integer planning model. This research develops an efficient heuristic algorithm to find comprised solutions. Computational results show that the algorithm developed in this study is more efficient than the well known CPLEX software.
机译:这些年来,已经讨论了有关逆向物流的主题。通过假定所有回收物品都转移到下一个中​​间阶段来处理它们中的大多数。该假设意味着在中间回收阶段库存中不会有回收项目。实际上,库存可能处于中间回收阶段。因此,在中间阶段没有库存的假设并不总是正确的。通过放宽假设,本文讨论了具有多个项目的逆向物流系统,其中每个项目都由各种备件中的某些组件组成。目的是通过建立反向物流框架和在有限的计划期间内整个物流系统的分配流来最大化总利润。本研究建立的数学模型是非线性整数规划模型。这项研究开发了一种有效的启发式算法来找到包含的解。计算结果表明,本研究开发的算法比众所周知的CPLEX软件更有效。

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