• DocumentCode
    3582650
  • Title

    An improved algorithm for solving helix generation of RNA secondary structure prediction

  • Author

    Moon, Nazmun Nessa ; Nur, Fernaz Narin ; Hossain, Syed Akhter

  • Author_Institution
    Dept. of CSE, Daffodil Int. Univ., Dhaka, Bangladesh
  • fYear
    2014
  • Firstpage
    116
  • Lastpage
    120
  • Abstract
    This paper presents an efficient O(n2) time algorithm for solving the helix generation problem of RNA to predict the predict the secondary structure of that RNA. It encodes the RNA secondary structures as an integer permutation of helices. The helices are pre-computed by the helix generation algorithm and each integer corresponds to a candidate helix. In this paper, a helix is formed only when three or more adjacent base pairs are formed and the loop connecting the helix must be at least three nucleotides in length. From this algorithm we find all possible helices that can form in a structure. After that we predict secondary structure of RNA by SARNA-Predict based on Simulated Annealing (SA). SARNA-Predict use a permutation-based representation to the RNA secondary structure and percentage swap translocating mutation operator to find a solution with a lower free energy [1]. Calculating the minimum free energy, we find the stable secondary structure of the RNA.
  • Keywords
    RNA; computational complexity; mathematical operators; molecular biophysics; simulated annealing; O(n2) time algorithm; RNA secondary structure prediction; SARNA-Predict; base pairs; candidate helix; helix generation algorithm; integer permutation; nucleotides; percentage swap translocating mutation operator; permutation-based representation; ribonucleic acid; Algorithm design and analysis; Computers; Information technology; Prediction algorithms; RNA; Silicon; Time complexity; Helix; Minimum Free Energy; RNA; Secondary Structure Prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology (ICCIT), 2014 17th International Conference on
  • Type

    conf

  • DOI
    10.1109/ICCITechn.2014.7073124
  • Filename
    7073124