On the computational complexity of the maximum parsimony reconciliation problem in the duplication-loss-coalescence model

Algorithms for Molecular Biology(2017)

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摘要
Background Phylogenetic tree reconciliation is a widely-used method for inferring the evolutionary histories of genes and species. In the duplication-loss-coalescence (DLC) model, we seek a reconciliation that explains the incongruence between a gene and species tree using gene duplication, loss, and deep coalescence events. In the maximum parsimony framework, costs are associated with these event types and a reconciliation is sought that minimizes the total cost of the events required to map the gene tree onto the species tree. Results We show that this problem is NP-hard even for the special case of minimizing the number of duplications. We then show that the problem is APX-hard when both duplications and losses are considered, implying that no polynomial-time approximation scheme can exist for the problem unless P = NP. Conclusions These intractability results are likely to guide future research on algorithmic aspects of the DLC-reconciliation problem.
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关键词
Phylogenetic reconciliation,Duplication-loss-coalescence model,NP-hardness,APX-hardness
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