|
|
Showing 1 - 3 of
3 matches in All Departments
Whether you are looking for an introduction to the field of tree
balance, a reference work on the multitude of available balance
indices or inspiration for your future research, this book offers
all three. It delves into the significance of tree balance in
phylogenetics and other research domains, where numerous indices
have been introduced over the years. While the variations in
definitions and underlying principles among these indices have long
remained a challenge, this survey addresses the problem by
presenting formal definitions of balance and imbalance indices and
establishing desirable properties. The book is comprehensive
both in the inclusion of a variety of indices and in the
information provided on them: the authors meticulously analyze and
categorize established indices, shedding light on their general,
statistical and combinatorial properties. They reveal that, while
some known balance indices fail to meet the most basic criteria,
certain tree shape statistics from other contexts prove to be
effective balance measures. The collected properties are neatly
presented, numerous new results are established, open research
questions are highlighted, and possible applications are discussed.
Reviewing over twenty (im)balance indices, a wealth of mathematical
insights is provided, accompanied by real-world examples showcasing
the importance of tree balance in diverse research areas. Catering
to researchers, students, mathematicians, and biologists, the book
can be used as a textbook for university seminars, a reference on
tree balance, and as a source of inspiration for future research.
It is accompanied by the free R package 'treebalance', a powerful
tool to further explore and apply the discussed concepts, and a
website allowing quick access to the main information and the
latest developments in the field.
Phylogenetic (evolutionary) trees and networks are widely used throughout evolutionary biology, epidemiology, and ecology to infer the historical relationships between species through inherited characteristics. Semple and Steel discuss the mathematics that underlies the reconstruction and analysis of these phylogenetic trees.
Evolution is a complex process, acting at multiple scales, from DNA
sequences and proteins to populations of species. Understanding and
reconstructing evolution is of major importance in numerous
subfields of biology. For example, phylogenetics and sequence
evolution is central to comparative genomics, attempts to decipher
genomes, and molecular epidemiology. Phylogenetics is also the
focal point of large-scale international biodiversity assessment
initiatives such as the 'Tree of Life' project, which aims to build
the evolutionary tree for all extant species.
Since the pioneering work in phylogenetics in the 1960s, models
have become increasingly sophisticated to account for the inherent
complexity of evolution. They rely heavily on mathematics and aim
at modelling and analyzing biological phenomena such as horizontal
gene transfer, heterogeneity of mutation, and speciation and
extinction processes. This book presents these recent models, their
biological relevance, their mathematical basis, their properties,
and the algorithms to infer them from data. A number of subfields
from mathematics and computer science are involved: combinatorics,
graph theory, stringology, probabilistic and Markov models,
information theory, statistical inference, Monte Carlo methods,
continuous and discrete algorithmics.
This book arises from the Mathematics of Evolution &
Phylogenetics meeting at the Mathematical Institute Henri Poincare,
Paris, in June 2005 and is based on the outstanding
state-of-the-art reports presented by the conference speakers. Ten
chapters - based around five themes - provide a detailed overview
of key topics, from the underlying concepts to the latest results,
some ofwhich are at the forefront of current research.
|
|