Fast Hare: A Fast Heuristic for Single Individual SNP Haplotype Reconstruction

We study the single individual SNP haplotype reconstruction problem. We introduce a simple heuristic and prove experimentally that is very fast and accurate. In particular, when compared with a dynamic programming of [8] it is much faster and also more accurate. We expect Fast Hare to be very useful...

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Hauptverfasser: Panconesi, Alessandro, Sozio, Mauro
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description We study the single individual SNP haplotype reconstruction problem. We introduce a simple heuristic and prove experimentally that is very fast and accurate. In particular, when compared with a dynamic programming of [8] it is much faster and also more accurate. We expect Fast Hare to be very useful in practical applications. We also introduce a combinatorial problem related to the SNP haplotype reconstruction problem that we call Min Element Removal. We prove its NP-hardness in the gapless case and its O(log n)-approximability in the general case.
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source Springer Books
subjects Algorithmics. Computability. Computer arithmetics
Applied sciences
Biological and medical sciences
Computer science
control theory
systems
Dynamic Programming Algorithm
Exact sciences and technology
Fast Heuristic
Fundamental and applied biological sciences. Psychology
General aspects
Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects)
Null Entry
Output Matrix
Reading Error
Theoretical computing
title Fast Hare: A Fast Heuristic for Single Individual SNP Haplotype Reconstruction
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