• DocumentCode
    3366664
  • Title

    An Approximation Scheme for RNA Folding Structure Prediction Including Pseudoknots

  • Author

    Zhendong Liu ; Daming Zhu ; Wei Cui ; Nan Liu

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Shandong Univ., Jinan, China
  • fYear
    2013
  • fDate
    14-15 Dec. 2013
  • Firstpage
    6
  • Lastpage
    10
  • Abstract
    The paper further investigates the computational problem and complexity of predicting Ribonucleic Acid structure. In order to find a way to optimize the Ribonucleic Acid pseudoknotted structure, we investigate the Ribonucleic Acid pseudoknotted structure based on thermal dynamic model, computational methods, minimum free energy are adopted to predict Ribonucleic Acid structure. The contribution of this paper is to obtain an efficient Approximation algorithm for finding RNA pseudoknotted structure, compared with other algorithms, the algorithm takes O(n3) time and O(n2) space. The experimental test in PseudoBase shows that the algorithm is more effective and exact than other algorithms, and the algorithm can predict arbitrary pseudoknots. And we also give a proof of existing 1+e (e>0) Polynomial Time Approximation Scheme(PTAS) in Searching Maximum Number of Stackings.
  • Keywords
    RNA; approximation theory; biocomputing; computational complexity; search problems; 1+e (e>0) polynomial time approximation scheme; PTAS; PseudoBase; RNA folding structure prediction; computational complexity; computational methods; computational problem; maximum stacking number searching; minimum free energy; ribonucleic acid pseudoknotted structure optimization; ribonucleic acid structure prediction; thermal dynamic model; Algorithm design and analysis; Approximation algorithms; Approximation methods; Heuristic algorithms; Polynomials; Prediction algorithms; RNA; Polynomial Time Approximation Schem; minimum free energy; pseudoknotted structure; stacking; stem;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Security (CIS), 2013 9th International Conference on
  • Conference_Location
    Leshan
  • Print_ISBN
    978-1-4799-2548-3
  • Type

    conf

  • DOI
    10.1109/CIS.2013.9
  • Filename
    6746345