Approximation Algorithm of the RNA Pseudoknotted Structure Prediction Baesed on MFE

被引:0
|
作者
Liu, Zhendong [1 ,2 ]
Li, Yuejun [1 ]
Zhang, Peng [2 ]
Yang, Zhaohui [1 ]
机构
[1] Shandong Jianzhu Univ, Sch Comp Sci & Technol, Jinan 250101, Shandong, Peoples R China
[2] Shandong Univ, Sch Comp Sci & Technol, Jinan 250101, Shandong, Peoples R China
关键词
RNA Pseudoknotted structure; Minimum free energy; Stacking pairs; Approximation algorithm; SECONDARY STRUCTURES; ALIGNMENT;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Determination of Ribonucleic Acid structure is challenging, in order to optimize the RNA pseudoknotted structure, the paper investigates the computational problem and complexity of predicting RNA structure. A new computational method and model with minimum free energy are adopted to predict RNA structure. The main contribution of the paper is to achieves an efficient approximation algorithm for finding RNA pseudoknotted structure and nested structures. We have compared with other algorithms in time complexity and space complexity, the approximation algorithm takes O(n(3)) time and O(n(2)) space, where n is the length of the RNA sequences. The experimental tests for a large database of RNA show that the algorithm is more exact and effective than the algorithms, the algorithm can predict arbitrary pseudoknots, and improve the a predicting accuracy.
引用
收藏
页码:1045 / 1049
页数:5
相关论文
共 50 条
  • [1] Approximation algorithm for pseudoknotted RNA structure prediction
    Li, Hengwu
    [J]. CIS WORKSHOPS 2007: INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY WORKSHOPS, 2007, : 108 - 111
  • [2] Heuristic Algorithm for Pseudoknotted RNA Structure Prediction
    Li, Hengwu
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 7, PROCEEDINGS, 2008, : 542 - 546
  • [3] Fast Algorithm for Pseudoknotted RNA Structure Prediction
    Li, Hengwu
    [J]. JOURNAL OF COMPUTERS, 2010, 5 (07) : 1100 - 1104
  • [4] The PTAS of Prediction for RNA Pseudoknotted Structure
    Liu, Zhendong
    Zhao, Shimin
    Ye, Hongchao
    Wang, Jiwei
    Kong, Dehui
    Wang, Hui
    [J]. PROCEEDINGS OF 2016 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2016, : 1 - 4
  • [5] Improved predicting algorithm of RNA pseudoknotted structure
    Liu, Zhendong
    Zhu, Daming
    Dai, Qionghai
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2019, 19 (01) : 64 - 70
  • [6] A fast and robust iterative algorithm for prediction of RNA pseudoknotted secondary structures
    Hosna Jabbari
    Anne Condon
    [J]. BMC Bioinformatics, 15
  • [7] Improved Approximation Algorithm of RNA Structure Prediction with Pseudoknots
    Liu, Zhendong
    Zhu, Daming
    [J]. PROCEEDING OF THE IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2012, : 906 - 910
  • [8] A fast and robust iterative algorithm for prediction of RNA pseudoknotted secondary structures
    Jabbari, Hosna
    Condon, Anne
    [J]. BMC BIOINFORMATICS, 2014, 15
  • [9] Improved free energy parameters for RNA pseudoknotted secondary structure prediction
    Andronescu, Mirela S.
    Pop, Cristina
    Condon, Anne E.
    [J]. RNA, 2010, 16 (01) : 26 - 42
  • [10] HFold: RNA pseudoknotted secondary structure prediction using hierarchical folding
    Jabbari, Hosna
    Condon, Anne
    Pop, Ana
    Pop, Cristina
    Zhao, Yinglei
    [J]. Algorithms in Bioinformatics, Proceedings, 2007, 4645 : 323 - 334