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Heuristics for the Reversal and Transposition Distance Problem.

Authors :
Brito, Klairton Lima
Oliveira, Andre Rodrigues
Dias, Ulisses
Dias, Zanoni
Source :
IEEE/ACM Transactions on Computational Biology & Bioinformatics; Jan/Feb2020, Vol. 17 Issue 1, p2-13, 12p
Publication Year :
2020

Abstract

We present three heuristics-Sliding Window, Look Ahead, and Iterative Sliding Window-to improve solutions for the Sorting Signed Permutations by Reversals and Transpositions Problem. We investigate the classical version of the problem as well as versions restricted to prefix and prefix or suffix operations. To assess the heuristics based on its improvement, we implemented algorithms described in the literature to provide initial solutions. Although we have a limited number of problems, these heuristics can be applied to many others within the area of genome rearrangement. When time is a crucial factor, Sliding Window is a better choice because it runs in linear time. If the quality of the solution is a priority, Look Ahead should be preferred. Iterative Sliding Window is the most flexible heuristic and allows us to find a trade-off for specific scenarios where running time and solution quality are relevant. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15455963
Volume :
17
Issue :
1
Database :
Complementary Index
Journal :
IEEE/ACM Transactions on Computational Biology & Bioinformatics
Publication Type :
Academic Journal
Accession number :
141598259
Full Text :
https://doi.org/10.1109/TCBB.2019.2945759