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Research on Optimization for Safe Layout of Hazardous Chemicals Warehouse Based on Genetic Algorithm

机译:基于遗传算法的危险化学品仓库安全布局优化研究

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The security layout and optimization of hazardous chemicals have a great significance for warehousing security and warehouse utilization. In this article, a mathematic model of the warehouse safety layout is established based on the safe distance rules and requirements. The author uses the layered thinking to divide the layout problems into stacking layout optimization and hazardous chemicals optimization. Considering the handling efficiency of the warehouse layout, the modified GA (genetic algorithm) associated with the residual rectangular algorithm is used to optimize storage layout by setting the initial population. Then, the channel positions are decided by the result of stacking layout. The experiment shows that the algorithm can obtain better layout results and improve the utilization of the warehouse on the basis of satis fying the safe distance of hazardous chemicals stacking which has a good application prospect.
机译:危险化学品的安全布局和优化对于仓储安全和仓库利用具有重要意义。在本文中,基于安全距离规则和要求建立仓库安全布局的数学模型。作者使用分层思路将布局问题划分为堆叠布局优化和危险化学品优化。考虑到仓库布局的处理效率,使用与剩余矩形算法相关联的修改的GA(遗传算法)通过设置初始群体来优化存储布局。然后,频道位置由堆叠布局的结果决定。实验表明,该算法可以获得更好的布局结果,并在满足危险化学品堆叠的安全距离的基础上提高仓库的利用,这具有良好的应用前景。

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