DocumentCode
2635564
Title
Differential Evolutionary CLARANS on Manifold
Author
Liu, Xiyu ; Ma, Yinghong
Author_Institution
Sch. of Manage. & Econ., Shandong Normal Univ., Jinan, China
Volume
4
fYear
2009
fDate
March 31 2009-April 2 2009
Firstpage
631
Lastpage
635
Abstract
The purpose of this paper is to propose new clustering technique on manifolds. This is achieved mainly with the help of tangent spaces that are determined by manifold learning. We embed a new searching algorithm based on differential evolution (DE). We present a simple convergence analysis with a design of experimental framework.
Keywords
convergence; evolutionary computation; learning (artificial intelligence); pattern clustering; search problems; clustering technique; convergence analysis; differential evolutionary Clarans model; manifold learning; search algorithm; tangent space; Clustering algorithms; Computer science; Convergence; Data analysis; Data mining; Engineering management; Jacobian matrices; Manifolds; Partitioning algorithms; Principal component analysis; Cluster analysis; Differential Evolution; data mining; manifold; tangent space;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location
Los Angeles, CA
Print_ISBN
978-0-7695-3507-4
Type
conf
DOI
10.1109/CSIE.2009.11
Filename
5171072
Link To Document