Analyzing genomic data for finding those gene variations which are responsible for hereditary diseases is one of the great challenges in modern bioinformatics. In many living beings (including the human), every gene is present in two copies, inherited from the two parents, the so-called haplotypes. In this paper, we propose a simple combinatorial model for classifying the set of haplotypes in a population according to their responsibility for a certain genetic disease. This model is based on the minimum-ones 2SAT problem with uniform clauses. The minimum-ones 2SAT problem asks for a satisfying assignment to a satisfiable formula in 2CNF which sets a minimum number of variables to true. This problem is well-known to be -hard, even in the case where all clauses are uniform, i.e., do not contain a positive and a negative literal. We analyze the approximability and present the first non-trivial exact algorithm for the uniform minimum-ones 2SAT problem with a running time of (1.21061n) on a 2SAT formula with n variables. We also show that the problem is fixed-parameter tractable by showing that our algorithm can be adapted to verify in (2k) time whether an assignment with at most k true variables exists.
Mots clés : exact algorithms, fixed-parameter algorithms, minimum-ones 2SAT, haplotypes
@article{ITA_2010__44_3_363_0,
author = {B\"ockenhauer, Hans-Joachim and Fori\v{s}ek, Michal and Oravec, J\'an and Steffen, Bj\"orn and Steinh\"ofel, Kathleen and Steinov\'a, Monika},
title = {The uniform minimum-ones {2SAT} problem and its application to haplotype classification},
journal = {RAIRO - Theoretical Informatics and Applications - Informatique Th\'eorique et Applications},
pages = {363--377},
publisher = {EDP-Sciences},
volume = {44},
number = {3},
year = {2010},
doi = {10.1051/ita/2010018},
mrnumber = {2761524},
language = {en},
url = {http://archive.numdam.org/articles/10.1051/ita/2010018/}
}
TY - JOUR AU - Böckenhauer, Hans-Joachim AU - Forišek, Michal AU - Oravec, Ján AU - Steffen, Björn AU - Steinhöfel, Kathleen AU - Steinová, Monika TI - The uniform minimum-ones 2SAT problem and its application to haplotype classification JO - RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications PY - 2010 SP - 363 EP - 377 VL - 44 IS - 3 PB - EDP-Sciences UR - http://archive.numdam.org/articles/10.1051/ita/2010018/ DO - 10.1051/ita/2010018 LA - en ID - ITA_2010__44_3_363_0 ER -
%0 Journal Article %A Böckenhauer, Hans-Joachim %A Forišek, Michal %A Oravec, Ján %A Steffen, Björn %A Steinhöfel, Kathleen %A Steinová, Monika %T The uniform minimum-ones 2SAT problem and its application to haplotype classification %J RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications %D 2010 %P 363-377 %V 44 %N 3 %I EDP-Sciences %U http://archive.numdam.org/articles/10.1051/ita/2010018/ %R 10.1051/ita/2010018 %G en %F ITA_2010__44_3_363_0
Böckenhauer, Hans-Joachim; Forišek, Michal; Oravec, Ján; Steffen, Björn; Steinhöfel, Kathleen; Steinová, Monika. The uniform minimum-ones 2SAT problem and its application to haplotype classification. RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications, Tome 44 (2010) no. 3, pp. 363-377. doi : 10.1051/ita/2010018. http://archive.numdam.org/articles/10.1051/ita/2010018/
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