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
fDate :
6/1/2011 12:00:00 AM
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;
Journal_Title :
NanoBioscience, IEEE Transactions on
DOI :
10.1109/TNB.2011.2145388