基于网格密度的聚类算法的性能比较分析

Performance Compared Analysis of Grid-based and Density-based Clustering Algorithm

该文讨论了基于网格和密度的聚类算法,该算法是在基于密度的聚类算法和基于网格的聚类算法的基础上提出的。通过与传统的几种基于聚类算法的比较,详细讨论了基于网格和密度的聚类算法的性能,并提出了该算法的不足之处。

The Grid-based and Density-based Clustering Algorithm is discused. The algorithm is proposed on the basis of density-based clustering algorithm and grid-based clustering algorithm. Compared the traditional Density-based Clustering Algorithms, the Performance of Grid-based and Density-based Clustering Algorithm is detailly analyzed.Deficiency of the algorithm is proposed.