The use of artificial intelligence in automated in-house logistics centres

T. Rymarczyk, G. Kłosowski
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引用次数: 1

Abstract

The paper deals with the problem of works transport organization in logistic center with the use of artificial intelligence algorithms. The presented approach is based on non-changeable path during travel along a given loop. The ordered set of containers requesting transport service was determined by fuzzy logic, while the sequence of containers in a loop was optimized by genetic algorithms. A solution for semi-autonomous transport vehicles wherein the control system informs the driver about optimal route was presented. The obtained solution was verified by a computer simulation.
在自动化内部物流中心使用人工智能
本文用人工智能算法研究了物流中心的货物运输组织问题。所提出的方法是基于沿给定环路行进时的路径不变。采用模糊逻辑确定请求运输服务的集装箱有序集合,采用遗传算法优化循环中的集装箱序列。提出了一种半自动运输车辆的解决方案,其中控制系统通知驾驶员最优路线。通过计算机仿真验证了所得解的正确性。
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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