• DocumentCode
    1850426
  • Title

    DNA Sequences Optimization Based on Gravitational Search Algorithm for Reliable DNA Computing

  • Author

    Xiao, Jianhua ; Cheng, Zhen

  • Author_Institution
    Res. Center of Logistics, Nankai Univ., Tianjin, China
  • fYear
    2011
  • fDate
    27-29 Sept. 2011
  • Firstpage
    103
  • Lastpage
    107
  • Abstract
    In DNA computing, the design of DNA sequences is one of the most important practical and important research topics. Since DNA sequence design need meet simultaneously several physical, chemical and logical constraints, it is difficult to be solved by the traditional optimization methods. In this paper, the gravitational search algorithm is implemented to solve the DNA sequence design problem. The results of simulation experiments show that the improved algorithm is valid and outperforms other evolutionary algorithms.
  • Keywords
    biology; evolutionary computation; search problems; DNA sequences optimization; chemical constraints; evolutionary algorithms; gravitational search algorithm; logical constraints; physical constraints; reliable DNA computing; Algorithm design and analysis; DNA; DNA computing; Encoding; Optimization; Search problems; Thermodynamics; DNA computing; DNA sequences design; Gravitational search algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bio-Inspired Computing: Theories and Applications (BIC-TA), 2011 Sixth International Conference on
  • Conference_Location
    Penang
  • Print_ISBN
    978-1-4577-1092-6
  • Type

    conf

  • DOI
    10.1109/BIC-TA.2011.12
  • Filename
    6046881