關鍵字查詢 | 類別:期刊論文 | | 關鍵字:Alternative KPSO-Clustering Algorithm

[第一頁][上頁]1[次頁][最末頁]目前在第 1 頁 / 共有 01 筆查詢結果
序號 學年期 教師動態
1 93/2 電機系 余 繁 教授 期刊論文 發佈 Alternative KPSO-Clustering Algorithm , [93-2] :Alternative KPSO-Clustering Algorithm期刊論文Alternative KPSO-Clustering Algorithm余繁; Ye, Fun; Chen, Ching-yi淡江大學電機工程學系Clustering;Particle Swarm Optimization;K-means淡江大學淡江理工學刊=Tamkang journal of science and engineering 8(2), pp.165-174This paper presents an evolutionary particle swarm optimization (PSO) learning-based method to optimally cluster N data points into K clusters. The hybrid PSO and K-means algorithm with a novel alternative metric, called Alternative KPSO-clustering (AKPSO), is developed to automatically detect the cluster centers of geometrical structure data sets. The alternative metric is known has more robust ability than the common-used Euclidean norm. In AKPSO algorithm, the special alternative metric is considered to improve the traditional K-means clustering algorithm to deal with various structure data sets. For testing the performance of the proposed method, this paper will show the experience results by using several artificial and real data sets. Simulation results
[第一頁][上頁]1[次頁][最末頁]目前在第 1 頁 / 共有 01 筆查詢結果