Title :
Computing a Smallest Multilabeled Phylogenetic Tree from Rooted Triplets
Author :
Guillemot, Sylvain ; Jansson, Jesper ; Sung, Wing-Kin
Author_Institution :
Inst. Gaspard Monge, Univ. Paris-Est, Marne-la-Vallee, France
Abstract :
We investigate the computational complexity of inferring a smallest possible multilabeled phylogenetic tree (MUL tree) which is consistent with each of the rooted triplets in a given set. This problem has not been studied previously in the literature. We prove that even the very restricted case of determining if there exists a MUL tree consistent with the input and having just one leaf duplication is an NP-hard problem. Furthermore, we showthatthe general minimization problem is difficult to approximate, although a simple polynomial-time approximation algorithm achieves an approximation ratio close to our derived inapproximability bound. Finally, we provide an exact algorithm for the problem running in exponential time and space. As a by-product, we also obtain new, strong inapproximability results for two partitioning problems on directed graphs called Acyclic Partition and Acyclic Tree-Partition.
Keywords :
bioinformatics; computational complexity; directed graphs; evolution (biological); genetics; minimisation; trees (mathematics); MUL tree; NP-hard problem; acyclic partition; acyclic tree-partition; computational complexity; directed graphs; general minimization problem; inapproximability; rooted triplets; simple polynomial-time approximation algorithm; smallest multilabeled phylogenetic tree; two partitioning problems; Approximation algorithms; Approximation methods; Bioinformatics; Heuristic algorithms; Pediatrics; Phylogeny; Polynomials; MUL tree; Phylogenetics; acyclic tree-partition; dynamic programming.; inapproximability; rooted triplet; Algorithms; Computational Biology; Models, Genetic; Models, Statistical; Phylogeny;
Journal_Title :
Computational Biology and Bioinformatics, IEEE/ACM Transactions on
DOI :
10.1109/TCBB.2010.77