| 基于组合优化方法的K-means聚类算法实现 |
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| 引用本文： | 朱贵良,赵凯,赵锋. 基于组合优化方法的K-means聚类算法实现[J]. 华北水利水电学院学报, 2007, 28(5): 43-45 |
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| 作者姓名： | 朱贵良 赵凯 赵锋 |
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| 作者单位： | 华北水利水电学院,河南,郑州,450011;西北工业大学自动化学院,陕西,西安,710072 |
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| 摘 要： | 针对标准遗传算法用于K-means优化聚类存在的问题,提出了一种基于组合优化方法的K-means聚类算法.实验结果表明:基于组合优化方法的K-means优化聚类算法效率较高,结果较好.
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| 关 键 词： | K-means聚类 遗传算法 复合形法 组合优化 |
| 文章编号： | 1002-5634（2007）05-0043-03 |
| 修稿时间： | 2007-04-30 |
Realization of K- means Clustering Algorithm Based on Combined Optimization Method |
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| ZHU Gui-liang,ZHAO Kai,ZHAO Feng. Realization of K- means Clustering Algorithm Based on Combined Optimization Method[J]. Journal of North China Institute of Water Conservancy and Hydroelectric Power, 2007, 28(5): 43-45 |
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| Authors: | ZHU Gui-liang ZHAO Kai ZHAO Feng |
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| Abstract: | Aiming at the disadvantages of the K-means optimal clustering based on the standard Genetic Algorithm(GA),a K-means clustering algorithm based on Combined Optimization Method is presented.The experimental results show that this algorithm is not only highly effective,but also the result is good. |
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| Keywords: | K - means clustering Genetic Algorithm composite shape method combinational optimization |
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