基于人工代谢系统的物流管理(英文)

Logistics Management Based on Artificial Metabolic Systems

本文提出了一种人工代谢算法。通过对算法的模型和相关参数进行定义,阐述了基于人工代谢系统在物流调度中的应用实例。文中给出了一个供应链的拓扑结构图,运用人工代谢算法的原理对物流配送和逆向物流的过程进行了讨论,并对该配送网络进行了相关性能的分析。通过调节相关参数,给出了相应的物流优化配送路径。通过对物流网络的分析表明:在人工代谢算法下,物流网络的配送效率得到了较大提高。网络负荷的均衡性得到了很大改善。

An artificial metabolic algorithm is proposed in the paper. The corresponding model and parameters are defined later. The process of the artificial metabolic system for logistics scheduling is illustrated in the paper. A topological map for the supply chain network is built and the corresponding parameters are given. The analysis process for the supply chain network is depicted particularly based on the artificial metabolic algorithrrr The analysis and evaluation for the logistics network is presented in the paper. The selected optimal path can be explained by the process of adjusting the related parameters. The results of analysis show that the system efficiency is increased, and the ability of load balancing is improved by the algorithm.