DocumentCode
1992050
Title
Speeding Up Pairwise Sequence Alignments: A Scoring Scheme Reweighting Based Approach
Author
Gao, Yong ; Henderson, Michael
Author_Institution
Univ. of British Columbia Okanagan, Kelowna
fYear
2007
fDate
14-17 Oct. 2007
Firstpage
1194
Lastpage
1198
Abstract
A general technique based on scoring scheme reweighting is proposed that can be used to speed up dynamic programming algorithms for a variety of pairwise sequence alignment problems. For the standard sequence alignment problem with an arbitrary gap penalty function, we show that a reweighted scoring scheme can be obtained by an efficient preprocessing step that computes a set of upper bounds on the score of the optimal alignment between pairs of suffixes of the sequences. A series of experiments on synthetic sequences and biological sequences indicate that our algorithm offers significant and robust speedup over the standard cubic-time dynamic programming algorithm. For sequences of length up to 2000 used in our experiments, the speedup factor ranges from 4 to more than 50. With a strong upper bound, a sub-cubic behavior in running time is also observed for all the tested situations.
Keywords
biology computing; dynamic programming; molecular biophysics; molecular configurations; arbitrary gap penalty function; biological sequence; dynamic programming algorithms; pairwise sequence alignments; scoring scheme reweighting; Art; Biology computing; Computer science; Dynamic programming; Heuristic algorithms; RNA; Robustness; Testing; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Bioengineering, 2007. BIBE 2007. Proceedings of the 7th IEEE International Conference on
Conference_Location
Boston, MA
Print_ISBN
978-1-4244-1509-0
Type
conf
DOI
10.1109/BIBE.2007.4375714
Filename
4375714
Link To Document