Minimum Recombination Histories by Branch and Bound
Author(s) -
Rune B. Lyngsø,
Yun Song,
Jotun Hein
Publication year - 2005
Publication title -
lecture notes in computer science
Language(s) - English
Resource type - Book series
SCImago Journal Rank - 0.249
H-Index - 400
eISSN - 1611-3349
pISSN - 0302-9743
ISBN - 3-540-29008-7
DOI - 10.1007/11557067_20
Subject(s) - recombination , computer science , branch and bound , set (abstract data type) , genetic algorithm , upper and lower bounds , diversity (politics) , algorithm , mathematics , biology , genetics , gene , machine learning , sociology , anthropology , programming language , mathematical analysis
Recombination plays an important role in creating genetic diversity within species, and inferring past recombination events is central to many problems in genetics. Given a set M of sampled sequences, finding an evolutionary history for M with the minimum number of recombination events is a computationally very challenging problem. In this paper, we present a novel branch and bound algorithm for tackling that problem. Our method is shown to be far more efficient than the only preexisting exact method, described in [1]. Our software implementing the algorithm discussed in this paper is publicly available.
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