Kernelizations for the hybridization number problem on multiple nonbinary trees

Given a finite set X, a collection T of rooted phylogenetic trees on X and an integer k, the Hybridization Number problem asks if there exists a phylogenetic network on X that displays all trees from T and has reticulation number at most k. We show two kernelization algorithms for Hybridization Numb...

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Vydané v:Journal of computer and system sciences Ročník 82; číslo 6; s. 1075 - 1089
Hlavní autori: van Iersel, Leo, Kelk, Steven, Scornavacca, Celine
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier Inc 01.09.2016
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Abstract Given a finite set X, a collection T of rooted phylogenetic trees on X and an integer k, the Hybridization Number problem asks if there exists a phylogenetic network on X that displays all trees from T and has reticulation number at most k. We show two kernelization algorithms for Hybridization Number, with kernel sizes 4k(5k)t and 20k2(Δ+−1) respectively, with t the number of input trees and Δ+ their maximum outdegree. Experiments on simulated data demonstrate the practical relevance of our kernelization algorithms. In addition, we present an nf(k)t-time algorithm, with n=|X| and f some computable function of k. •We study constructing a network displaying a given collection of phylogenetic trees.•Our kernelization techniques work for inputs consisting of multiple binary trees.•Previous results were restricted to two trees and/or binary trees.•A unified and simplified approach for dealing with common chains of nonbinary trees.•Polynomial-time solvability with fixed number of reticulations.
AbstractList Given a finite set X, a collection T of rooted phylogenetic trees on X and an integer k, the Hybridization Number problem asks if there exists a phylogenetic network on X that displays all trees from T and has reticulation number at most k. We show two kernelization algorithms for Hybridization Number, with kernel sizes 4k(5k)t and 20k2(Δ+−1) respectively, with t the number of input trees and Δ+ their maximum outdegree. Experiments on simulated data demonstrate the practical relevance of our kernelization algorithms. In addition, we present an nf(k)t-time algorithm, with n=|X| and f some computable function of k. •We study constructing a network displaying a given collection of phylogenetic trees.•Our kernelization techniques work for inputs consisting of multiple binary trees.•Previous results were restricted to two trees and/or binary trees.•A unified and simplified approach for dealing with common chains of nonbinary trees.•Polynomial-time solvability with fixed number of reticulations.
Given a finite set X , a collection TT of rooted phylogenetic trees on X and an integer k, the Hybridization Number problem asks if there exists a phylogenetic network on X that displays all trees from TT and has reticulation number at most k. We show two kernelization algorithms for Hybridization Number, with kernel sizes 4k(5k) super(t)4k(5k)t and 20k super(2)( Delta super(+)-1)20k2( Delta +-1 ) respectively, with t the number of input trees and Delta super(+) Delta + their maximum outdegree. Experiments on simulated data demonstrate the practical relevance of our kernelization algorithms. In addition, we present an n super(f(k))tnf(k)t-time algorithm, with n=|X|n=|X| and f some computable function of k.
Given a finite set X, a collection T of rooted phylogenetic trees on X and an integer k, the Hybridization Number problem asks if there exists a phylogenetic network on X that displays all trees from T and has reticulation number at most k. We show two kernelization algorithms for Hybridization Number, with kernel sizes 4k(5k) t and 20k 2 (∆ + − 1) respectively, with t the number of input trees and ∆ + their maximum outdegree. Experiments on simulated data demonstrate the practical relevance of our kernelization algorithms. In addition, we present an n f (k) t-time algorithm, with n = |X| and f some computable function of k.
Author van Iersel, Leo
Kelk, Steven
Scornavacca, Celine
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Issue 6
Keywords Hybridization number
Phylogenetic network
Fixed-parameter tractability
Phylogenetic tree
Kernelization
phylogenetic network
phylogenetic tree
hybridization number
kernelization
Language English
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Snippet Given a finite set X, a collection T of rooted phylogenetic trees on X and an integer k, the Hybridization Number problem asks if there exists a phylogenetic...
Given a finite set X , a collection TT of rooted phylogenetic trees on X and an integer k, the Hybridization Number problem asks if there exists a phylogenetic...
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SubjectTerms Algorithms
Bioinformatics
Collection
Computer Science
Computer simulation
Displays
Fixed-parameter tractability
Hybridization number
Kernelization
Kernels
Mathematical analysis
Mathematical models
Phylogenetic network
Phylogenetic tree
Trees
Title Kernelizations for the hybridization number problem on multiple nonbinary trees
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