Routing decisions with recycle and handling reliability options in distribution network using genetic algorithm

S. Chung, H. Chan
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引用次数: 0

Abstract

Routing decision is an essential element to the efficiency of a distribution network as its configuration determines the flow of different products via various transition points. Traditionally, factors, such as cost and distance, will usually be considered. However, different handling reliability and the ability of recycling wastes, packaging materials for example, in some transition points could affect the performance of the network. The objective of this paper is to propose a genetic algorithm to determine the flow and route of products in a distribution network. It simultaneously considers various factors such as cost, distance, the handling reliability, and recycling ability in different transition point. A numerical example is presented to illustrate the conflicts between the different factors to the performance of the distribution network under study, and thus how the proposed algorithm can handle the trade-off in such a multi-criterion decision making problem.
基于遗传算法的配电网循环调度决策与可靠性处理
由于配电网的配置决定了不同产品通过不同过渡点的流量,因此线路决策对配电网的效率起着至关重要的作用。传统上,成本和距离等因素通常会被考虑在内。然而,不同的处理可靠性和回收废物的能力,例如包装材料,在一些过渡点可能会影响网络的性能。本文的目的是提出一种遗传算法来确定产品在分销网络中的流量和路线。同时考虑了成本、距离、搬运可靠性、不同过渡点的回收能力等因素。通过一个算例说明了不同因素对配电网性能的影响,以及该算法如何处理多准则决策问题中的权衡问题。
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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