| 自动化仓库货位分配优化问题研究 |
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| 引用本文： | 商允伟,裘聿皇,刘长有.自动化仓库货位分配优化问题研究[J].计算机工程与应用,2004,40(26):16-17,21. |
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| 作者姓名： | 商允伟 裘聿皇 刘长有 |
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| 作者单位： | 1. 中国科学院自动化研究所复杂系统与智能科学实验室,北京,100080
2. 中国民用航空学院交通工程学院,天津,300300 |
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| 基金项目： | 国家自然科学基金资助项目(编号:60075018) |
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| 摘 要： | 研究了自动化立体仓库固定货架的货位分配问题。分配货位时需要同时考虑货架稳定性和出入库操作的效率,将这一问题描述为一个组合多目标优化问题,采用遗传算法对这一问题进行了求解,对交叉算子进行了改进,得到的解可兼顾两个优化目标。仿真实验表明这一方法可较好地解决货位分配问题。
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| 关 键 词： | 自动化仓库 组合多目标优化 遗传算法 货位分配 |
| 文章编号： | 1002-8331-(2004)26-0016-02 |
Optimization of Goods Locations Assignment of Automated Warehouse |
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| Shang Yunwei,Qiu Yuhuang,Liu Changyou.Optimization of Goods Locations Assignment of Automated Warehouse[J].Computer Engineering and Applications,2004,40(26):16-17,21. |
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| Authors: | Shang Yunwei Qiu Yuhuang Liu Changyou |
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| Affiliation: | Shang Yunwei 1 Qiu Yuhuang 1 Liu Changyou 21 |
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| Abstract: | The goods locations assignment of an automated w arehouse is discussed in the paper.The stability of the racks and the efficienc y of the storage and retrieval operations are taken into account simultaneously .It is a combinato-rial multi-objective optimization problem and the Genetic Algorithm is adopted to tackle it.The crossover operator is im-proved to gener ate acceptable solutions.The experimental results have showed that it is a feas ible method to tackle the goods locations assignment problem. |
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| Keywords: | autom ated warehouse combinatorial multi-objective optimization Genetic Algorithm goods locations assign-ment |
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