将蚁群算法应用于货运自动控制系统

Te-Kwei Wang, Yu-Hsun Lin, Chih-Hao Chuan, Jia-Ming Lin
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引用次数: 0

摘要

本文的目的是开发一种货载自动控制系统,不仅可以降低运输成本,还可以提高调度人员的交付能力。采用蚁群算法对车辆路线进行优化计算,以提高每辆货车的载货能力,满足操作者的要求。在优化路线的同时,蚂蚁算法的应用需要平衡每条路线的车辆容量。该系统已实现并验证了该系统在降低物流成本方面的性能。综上所述,采用蚁群算法实现的系统能够满足操作者的要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applying ant algorithm to the automatic control system of freight load
The purpose of the present is to develop an automatic control system of freight load, thereby not only reducing transportation costs but also improving the delivery ability of schedulers. Ant algorithm was employed to perform the optimal calculation of vehicle route to lever a higher load capacity of each truck and meet the requirement of the operator. While optimizing the route, the application of the ant algorithm needs to balance the vehicle capacity of each route. The proposed system has been realized and validated the system performance of vehicle dispatch that can reduce the logistics cost. In conclusion, the realized system by ant algorithm can meet the operator's requirements.
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