Title :
Spatial Cluster Analysis Based on Evolutionary DNA Computing Technique
Author :
Liu, Xiyu ; Liu, Hong
Author_Institution :
Sch. of Manage. & Econ., Shandong Normal Univ., Jinan, China
Abstract :
Spatial clustering is an important area in cluster analysis. Up to now, most computing models are implemented mostly by traditional von Neumann´s architecture. The purpose of this paper is to propose a simulated evolutionary DNA computing model and integrate DNA computing with cluster analysis. The proposed technique will apply for large scale, high parallel clustering problems potentially.
Keywords :
DNA; algebra; biocomputing; evolutionary computation; pattern clustering; statistical analysis; evolutionary DNA computing technique; parallel clustering problem; spatial cluster analysis; spatial clustering; von Neumann´s architecture; Biochemistry; Biological system modeling; Biology computing; Bonding; Computational modeling; DNA computing; Hydrogen; Information analysis; Spatial databases; Splicing;
Conference_Titel :
Bioinformatics and Biomedical Engineering , 2009. ICBBE 2009. 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2901-1
Electronic_ISBN :
978-1-4244-2902-8
DOI :
10.1109/ICBBE.2009.5163416
