期刊名称:Journal of Automation, Mobile Robotics & Intelligent Systems (JAMRIS)
印刷版ISSN:1897-8649
电子版ISSN:2080-2145
出版年度:2008
卷号:32
页码:901-938
出版社:Industrial Research Inst. for Automation and Measurements, Warsaw
摘要:A phylogenetic tree shows the evolutionary relationships among species. Internal
nodes of the tree represent speciation events and leaf nodes correspond to
species. A goal of phylogenetics is to combine such trees into larger trees,
called supertrees, whilst respecting the relationships in the original trees. A
rooted tree exhibits an ultrametric property; that is, for any three leaves of
the tree it must be that one pair has a deeper most recent common ancestor than
the other pairs, or that all three have the same most recent common ancestor.
This inspires a constraint programming encoding for rooted trees. We present an
efficient constraint that enforces the ultrametric property over a symmetric
array of constrained integer variables, with the inevitable property that the
lower bounds of any three variables are mutually supportive. We show that this
allows an efficient constraint-based solution to the supertree construction
problem. We demonstrate that the versatility of constraint programming can be
exploited to allow solutions to variants of the supertree construction problem.