| 蚁群算法在物化视图选择问题中的应用 |
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| 引用本文： | 顾军华,赵秀丽,谭庆. 蚁群算法在物化视图选择问题中的应用[J]. 计算机应用, 2007, 27(11): 2763-2765 |
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| 作者姓名： | 顾军华 赵秀丽 谭庆 |
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| 作者单位： | 河北工业大学,计算机科学与软件学院,天津,300401 |
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| 摘 要： | 提出用蚁群算法来解决物理空间约束下的物化视图选择问题，算法中应用信息素的局部和全局更新，并对每次迭代的最优解进行局部搜索，最终得出合理的解决方案。实验结果表明，应用蚁群算法可以有效地解决物化视图选择问题，并且其求解性能优于遗传算法。
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| 关 键 词： | 数据仓库 物化视图选择 蚁群算法 |
| 文章编号： | 1001-9081(2007)11-2763-03 |
| 收稿时间： | 2007-05-24 |
| 修稿时间： | 2007-05-23 |
Application of ant colony system to materialized views selection |
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| GU Jun-hua,ZHAO Xiu-li,TAN Qing. Application of ant colony system to materialized views selection[J]. Journal of Computer Applications, 2007, 27(11): 2763-2765 |
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| Authors: | GU Jun-hua ZHAO Xiu-li TAN Qing |
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| Abstract: | Ant Colony System (ACS) method was adopted to solve the problem of materialized view selection under a storage space constraint. The pheromone was updated locally and globally, and the optimization solution of each iteration was locally searched, and finally a reasonable solution was got. Compared with genetic algorithm, the simulation results of ACS show its superiority. |
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| Keywords: | data warehouse materialized view selection Ant Colony System (ACS) |
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