遗传算法在水泥矿山卡车运输调度系统中的应用

戴剑勇1、杨仕教1,2、古德生2

中国工程科学 ›› 2006, Vol. 8 ›› Issue (8) : 77-80.

PDF(2875 KB)
PDF(2875 KB)
中国工程科学 ›› 2006, Vol. 8 ›› Issue (8) : 77-80.
研究报告

遗传算法在水泥矿山卡车运输调度系统中的应用

  • 戴剑勇1、杨仕教1,2、古德生2

作者信息 +

The Real Time Optimization Research and Application for Transportation Scheduling System About Material Quarry of Cement With Genetic and Evolutionary Algorithm

  • Dai Jianyong1、 Yang Shijiao1,2、 Gu Desheng2

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History +

摘要

根据露天矿山运输调度系统的复杂性与非线性特性,建立了实时运输调度系统模型;运用遗传进化算法中的选择、交叉、变异、插入、迁移算子的寻优迭代计算,成功地解决了在开采工艺、产量、质量等多因素约束条件下的实时运输调度优化问题。并将其用于韶峰水泥原料矿山的生产运输调度系统,既降低了矿山运输成本,又协调了开采工艺、质量、产量之间的关系,取得了较好的效果。同时为矿山企业信息化建设和其他物流企业提供了重要的参考价值。

Abstract

According to complexity and non-lineer character of transportation scheduling system in surface mine, the real time transportation scheduling system model is set up for the transportation scheduling system subject to many factors such as mining craft, yield, quality, etc., with all arithmetic operators of genetic algorithms such as selection, crossover, mutation, interpotation, and migration. The model has been adopted by production transportation scheduling system of raw material quarry in Shaofeng Cement Group, which not only reduced transportation cost, but also harmonized relations among mining craft, yield, quality, and got better effect. In the meantime, it will be of benefit to information construction of quarry enterprises and others materials circulation enterprises.

关键词

遗传算法 / 运输调度系统 / 运输成本

Keywords

genetic algorithms / transportation scheduling system / transportation cost

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戴剑勇,杨仕教,古德生. 遗传算法在水泥矿山卡车运输调度系统中的应用. 中国工程科学. 2006, 8(8): 77-80

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