Title :
Protein Threading using Parallel Evolution Strategy
Author :
Islam, Rafiqul ; Ngom, Alioune
Author_Institution :
Univ. of Windsor, Windsor
Abstract :
The protein threading problem is the problem of determining the three-dimensional structure of a given but arbitrary protein sequence from a set of known structures of other proteins. This problem is known to be NP-hard and current computational approaches are time-consuming and data-intensive. In this paper, we propose an evolution strategy for protein threading. We also propose parallel methods for fast threading. We have obtained encouraging energy results as well as significant reduction in threading time.
Keywords :
biology computing; computational complexity; evolutionary computation; proteins; NP-hard problem; arbitrary protein sequence; fast threading; parallel evolution strategy; protein threading; Amino acids; Bioinformatics; Computer science; Crystallography; Evolution (biology); Genomics; Humans; Laboratories; Nuclear magnetic resonance; Protein sequence;
Conference_Titel :
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9487-9
DOI :
10.1109/CEC.2006.1688598