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一种多蚁群聚类组合算法研究及其应用 被引量：5

ON A MULTI-ANT COLONY CLUSTERING COMBINATION ALGORITHM AND ITS APPLICATION
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摘要 首先对一种单蚁群聚类算法作了改进,然后模仿多蚁群的协作性能,将运动速度各异的多个蚁群独立且并行地进行聚类分析,并将其聚类结果组合为超图,然后再用蚁群算法对超图进行二次划分,并得到了4个数据库的测试结果。 Firstly,some improvements were made on a single ant colony clustering algorithm; then,for ant colonies with different speeds, clustering analysis was carried out independently and in parallel by imitating the collaborative performance of multi-colony,and the clustering results were combined into a hyper-graph followed by a second division of the hyper-graph using ACA; at last,the test results of four databases was obtained.
作者 魏先民
机构地区 潍坊学院计算机与通信工程学院
出处 《计算机应用与软件》 CSCD 2010年第12期205-207,229,共4页 Computer Applications and Software
关键词 聚类分析 蚁群算法 超图 改进 协作 Clustering analysis Ant colony algorithm （ ACA） Hyper-graph Improvement Collaboration
分类号 TP317 [自动化与计算机技术—计算机软件与理论]
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参考文献5

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共引文献38

同被引文献39

  • 1段海滨,王道波,于秀芬,朱家强.基于云模型理论的蚁群算法改进研究[J].哈尔滨工业大学学报,2005,37(1):115-119. 被引量：44
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引证文献5

二级引证文献15

计算机应用与软件
2010年 第12期

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