Swarm Intelligence Based Algorithms for Data Clustering

摘要：

This paper provides an introduction of the Swarm Intelligence with a special emphasis on Particle Swarm Optimization and Ant Colony Optimization at first The basic data clustering terminologies are explained. Some of the past and ongoing works based on swarm intelligence techniques are discussed. Afterwards this paper describes the use of the Swarm Intelligence algorithms in data clustering. Finally the data clustering algorithms based on the Swarm Intelligence are analyzed and discussed.

关键词： clustering swarm intelligence particle swarm optimization ant colony optimization

作者: Jinfeng Ding Jingbo Shao Yuyan Huang Linyang Sheng Wei Fu Yingmei Li

作者单位: College of Computer Sci.&Inf. Engineering Harbin Normal University Harbin, China

会议类型: 国际会议

会议名称: 2011 International Conference on Computer Science and Network Technology(2011计算机科学与网络技术国际会议 ICCSNT 2011)

会议地点: 哈尔滨

会议语种:英文

页码: 577-581

在线出版日期: 2011-12-24（万方平台首次上网日期，不代表论文的发表时间）