• DocumentCode
    1266175
  • Title

    A New Branch and Bound Method for the Protein Folding Problem Under the 2D-HP Model

  • Author

    Hsieh, Sun-Yuan ; De-Wei Lai

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    10
  • Issue
    2
  • fYear
    2011
  • fDate
    6/1/2011 12:00:00 AM
  • Firstpage
    69
  • Lastpage
    75
  • Abstract
    The protein folding problem is a fundamental problem in computational molecular biology and biochemical physics. The previously best known branch and bound method for the protein folding problem may find optimal or near-optimal energy structure from the benchmark sequences, but the total computation time is rather lengthy because it usually needs to run a great deal of simulating tests or else lack of accuracy. In this paper, we develop a new branch and bound method for the the protein folding problem under the two-dimensional HP model to overcome the mentioned drawbacks. By using benchmark sequences for evaluation, we demonstrate that the performance of our method is superior than previously known methods. Moreover, our method is a simple, flexible and easily implemented one for the protein folding problem.
  • Keywords
    bioinformatics; molecular biophysics; molecular configurations; proteins; 2D-HP model; benchmark sequence; biochemical physics; bound method; branch method; computational molecular biology; near-optimal energy structure; protein folding problem; Amino acids; Benchmark testing; Computational modeling; Force; Heuristic algorithms; Lattices; Proteins; Bioinformatics; HP model; branch and bound; computational biology; protein folding problem; Algorithms; Amino Acid Sequence; Amino Acids; Computational Biology; Hydrophobic and Hydrophilic Interactions; Models, Chemical; Models, Molecular; Molecular Sequence Data; Protein Conformation; Protein Folding; Proteins;
  • fLanguage
    English
  • Journal_Title
    NanoBioscience, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1536-1241
  • Type

    jour

  • DOI
    10.1109/TNB.2011.2145388
  • Filename
    5942173