DocumentCode :
2715016
Title :
An new method for frontier port pathogenic microorganism detection gene chip probe design
Author :
Lin, Lu ; Zhijun, Che ; Guochuan, Liu ; Fei, Wang
Author_Institution :
Beijing Entry-exit Inspection & Quarantine Bur., Beijing, China
fYear :
2011
fDate :
3-5 Nov. 2011
Firstpage :
247
Lastpage :
250
Abstract :
In process of genechip probe design for Pathogenic microorganism detection, the selection of SNP combination is of great importance. At present, no automatic design method is reported. This work is not easy and the result is not always satisfactory. A new approach of selecting SNP combination is proposed in this paper. Genetic algorithm is used to search optimal solution on the basis of classification ability of SNP combination, which is evaluated by the rough set theory. Other related experimental parameters are also been incorporated. Experiment results show that the method can get the best SNP combination pattern efficiently and accurately, which promises it a reliable approach for the genechip probe design.
Keywords :
biosensors; genetic algorithms; genetics; lab-on-a-chip; microorganisms; rough set theory; automatic design method; genechip probe design; genetic algorithm; pathogenic microorganism detection; rough set theory; Accuracy; Complexity theory; Genetic algorithms; Inspection; Microorganisms; Optimization; Probes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioelectronics and Bioinformatics (ISBB), 2011 International Symposium on
Conference_Location :
Suzhou
Print_ISBN :
978-1-4577-0076-7
Type :
conf
DOI :
10.1109/ISBB.2011.6107693
Filename :
6107693
Link To Document :
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