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Linearizing Genomes: Exact Methods and Local Search
Acte de colloque   Open Access

Linearizing Genomes: Exact Methods and Local Search

Tom Davot, Annie Chateau, Rodolphe Giroudeau et Mathias Weller
Lecture Notes in Computer Science, Vol.12011, pp.505-518
Lecture Notes in Computer Science
SOFSEM 2020 - 46th International Conference on Current Trends in Theory and Practice of Informatics (Limassol, Cyprus, 20/01/2020–24/01/2020)
2020

Résumé

In this article, we address the problem of genome linearization from the perspective of Polynomial Local Search, a complexity class related to finding local optima. We prove that the linearization problem, with a neighborhood structure, the neighbor slide, is PLS-complete. On the positive side, we develop two exacts methods, one using tree decompositions with an efficient dynamic programming, the other one using an integer linear program. Finally, we compare them on real instances.

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