• 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