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Combinatorial Scoring of Phylogenetic Networks

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Computing and Combinatorics (COCOON 2016)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 9797))

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Abstract

Construction of phylogenetic trees and networks for extant species from their characters represents one of the key problems in phylogenomics. While solution to this problem is not always uniquely defined and there exist multiple methods for tree/network construction, it becomes important to measure how well the constructed networks capture the given character relationship across the species.

In the current study, we propose a novel method for measuring the specificity of a given phylogenetic network in terms of the total number of distributions of character states at the leaves that the network may impose. While for binary phylogenetic trees, this number has an exact formula and depends only on the number of leaves and character states but not on the tree topology, the situation is much more complicated for non-binary trees or networks. Nevertheless, we develop an algorithm for combinatorial enumeration of such distributions, which is applicable for arbitrary trees and networks under some reasonable assumptions.

The work is supported by the National Science Foundation under the grant No. IIS-1462107.

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Notes

  1. 1.

    An implementation of the present algorithm in the SageMath mathematical software is available at http://cblab.org/projects/.

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Correspondence to Max A. Alekseyev .

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© 2016 Springer International Publishing Switzerland

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Alexeev, N., Alekseyev, M.A. (2016). Combinatorial Scoring of Phylogenetic Networks. In: Dinh, T., Thai, M. (eds) Computing and Combinatorics . COCOON 2016. Lecture Notes in Computer Science(), vol 9797. Springer, Cham. https://doi.org/10.1007/978-3-319-42634-1_45

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  • DOI: https://doi.org/10.1007/978-3-319-42634-1_45

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-42633-4

  • Online ISBN: 978-3-319-42634-1

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