Buch, Englisch, 348 Seiten, Format (B × H): 174 mm x 253 mm, Gewicht: 742 g
New Mathematical and Computational Advances
Buch, Englisch, 348 Seiten, Format (B × H): 174 mm x 253 mm, Gewicht: 742 g
ISBN: 978-0-19-920822-7
Verlag: Oxford University Press
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 Poincaré, 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 of which are at the forefront of current research.
Autoren/Hrsg.
Fachgebiete
- Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
- Mathematik | Informatik EDV | Informatik Professionelle Anwendung Computer-Aided Design (CAD)
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
- Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Datenanalyse, Datenverarbeitung
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
- Naturwissenschaften Biowissenschaften Biowissenschaften Evolutionsbiologie
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Vorklinische Medizin: Grundlagenfächer Humangenetik
- Naturwissenschaften Biowissenschaften Molekularbiologie
Weitere Infos & Material
- Introduction
- List of Contributors
- I Evolution in populations
- 1: J Felsenstein: Trees of genes in populations
- 2: A Rodrigo, G Ewing, A Drummond: The evolutionary analysis of measurably evolving populations using serially sampled gene sequences
- II Models of sequence evolution
- 3: O Gascuel and S Guindon: Modelling the variability of evolutionary processes
- 4: E Allman and J Rhodes: Phylogenetic invariants
- III Tree shape, speciation and extinction
- 5: A Mooers, L Harmon, M Blum, D Wong, S Heard: Some models of phylogenetic tree shape
- 6: K Hartmann and M Steel: Phylogenetic diversity: from combinatorics to ecology
- IV Trees from subtrees and characters
- 7: M Sanderson, C Ané, O Eulenstein, D Fernández-Baca, J Kim, M McMahon, R Piaggio-Talice: Fragmentation of large data sets in phylogenetic analyses
- 8: S Grünewald and K Huber: Identifying and defining trees
- V From trees to networks
- 9: D Huson: Split networks and reticulate networks
- 10: C Semple: Hybridization networks
- Index




