TY - GEN
T1 - A more practical algorithm for the rooted triplet distance
AU - Jansson, Jesper Andreas
AU - Rajaby, Ramesh
PY - 2015/1/1
Y1 - 2015/1/1
N2 - The rooted triplet distance is a measure of the dissimilarity of two phylogenetic trees with identical leaf label sets. An algorithm by Brodal et al. [2] that computes it in O(n log n) time, where n is the number of leaf labels, has recently been implemented in the software package tqDist [14]. In this paper, we show that replacing the hierarchical decomposition tree used in Brodal et al.’s algorithm by a centroid paths-based data structure yields an O(n log3 n)-time algorithm that, although slower in theory, is easier to implement and apparently faster in practice. Simulations for values of n up to 1, 000, 000 support our claims experimentally.
AB - The rooted triplet distance is a measure of the dissimilarity of two phylogenetic trees with identical leaf label sets. An algorithm by Brodal et al. [2] that computes it in O(n log n) time, where n is the number of leaf labels, has recently been implemented in the software package tqDist [14]. In this paper, we show that replacing the hierarchical decomposition tree used in Brodal et al.’s algorithm by a centroid paths-based data structure yields an O(n log3 n)-time algorithm that, although slower in theory, is easier to implement and apparently faster in practice. Simulations for values of n up to 1, 000, 000 support our claims experimentally.
KW - Bioinformatics
KW - Centroid path decomposition tree
KW - Phylogenetic tree comparison
KW - Rooted triplet distance
UR - http://www.scopus.com/inward/record.url?scp=84951026220&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-21233-3_9
DO - 10.1007/978-3-319-21233-3_9
M3 - Conference article published in proceeding or book
SN - 9783319212326
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 109
EP - 125
BT - Algorithms for Computational Biology - 2nd International Conference, AlCoB 2015, Proceedings
PB - Springer Verlag
T2 - 2nd International Conference on Algorithms for Computational Biology, AlCoB 2015
Y2 - 4 August 2015 through 5 August 2015
ER -