Tabu search for DNA sequencing with false negatives and false positives
The paper deals with the problem of DNA (deoxyribonucleic acid) sequencing by hybridization. A computational phase of this approach, i.e. a construction of a DNA sequence from oligonucleotides, is NP-hard in the strong sense in case of errors. Thus, since the last problem does not admit a polynomial...
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Veröffentlicht in: | European journal of operational research 2000-09, Vol.125 (2), p.257-265 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The paper deals with the problem of DNA (deoxyribonucleic acid) sequencing by hybridization. A computational phase of this approach, i.e. a construction of a DNA sequence from oligonucleotides, is NP-hard in the strong sense in case of errors. Thus, since the last problem does not admit a polynomial time solution, a need arises to construct efficient heuristics solving the problem. In the paper, such a heuristic algorithm based on tabu search is proposed. Computational tests have proved its low complexity and high accuracy for both types of errors: false negatives and false positives. |
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ISSN: | 0377-2217 1872-6860 |
DOI: | 10.1016/S0377-2217(99)00456-7 |