Mathematical Structures in Population Genetics

Mathematical Structures in Population Genetics
Title Mathematical Structures in Population Genetics PDF eBook
Author Yuri I. Lyubich
Publisher Springer
Pages 0
Release 2011-12-14
Genre Mathematics
ISBN 9783642762130

Download Mathematical Structures in Population Genetics Book in PDF, Epub and Kindle

Mathematical methods have been applied successfully to population genet ics for a long time. Even the quite elementary ideas used initially proved amazingly effective. For example, the famous Hardy-Weinberg Law (1908) is basic to many calculations in population genetics. The mathematics in the classical works of Fisher, Haldane and Wright was also not very complicated but was of great help for the theoretical understanding of evolutionary pro cesses. More recently, the methods of mathematical genetics have become more sophisticated. In use are probability theory, stochastic processes, non linear differential and difference equations and nonassociative algebras. First contacts with topology have been established. Now in addition to the tra ditional movement of mathematics for genetics, inspiration is flowing in the opposite direction, yielding mathematics from genetics. The present mono grapll reflects to some degree both patterns but especially the latter one. A pioneer of this synthesis was S. N. Bernstein. He raised-and partially solved- -the problem of characterizing all stationary evolutionary operators, and this work was continued by the author in a series of papers (1971-1979). This problem has not been completely solved, but it appears that only cer tain operators devoid of any biological significance remain to be addressed. The results of these studies appear in chapters 4 and 5. The necessary alge braic preliminaries are described in chapter 3 after some elementary models in chapter 2.

Information Geometry and Population Genetics

Information Geometry and Population Genetics
Title Information Geometry and Population Genetics PDF eBook
Author Julian Hofrichter
Publisher Springer
Pages 323
Release 2017-02-23
Genre Mathematics
ISBN 3319520458

Download Information Geometry and Population Genetics Book in PDF, Epub and Kindle

The present monograph develops a versatile and profound mathematical perspective of the Wright--Fisher model of population genetics. This well-known and intensively studied model carries a rich and beautiful mathematical structure, which is uncovered here in a systematic manner. In addition to approaches by means of analysis, combinatorics and PDE, a geometric perspective is brought in through Amari's and Chentsov's information geometry. This concept allows us to calculate many quantities of interest systematically; likewise, the employed global perspective elucidates the stratification of the model in an unprecedented manner. Furthermore, the links to statistical mechanics and large deviation theory are explored and developed into powerful tools. Altogether, the manuscript provides a solid and broad working basis for graduate students and researchers interested in this field.

Some Mathematical Models from Population Genetics

Some Mathematical Models from Population Genetics
Title Some Mathematical Models from Population Genetics PDF eBook
Author Alison Etheridge
Publisher Springer Science & Business Media
Pages 129
Release 2011-01-07
Genre Mathematics
ISBN 3642166318

Download Some Mathematical Models from Population Genetics Book in PDF, Epub and Kindle

This work reflects sixteen hours of lectures delivered by the author at the 2009 St Flour summer school in probability. It provides a rapid introduction to a range of mathematical models that have their origins in theoretical population genetics. The models fall into two classes: forwards in time models for the evolution of frequencies of different genetic types in a population; and backwards in time (coalescent) models that trace out the genealogical relationships between individuals in a sample from the population. Some, like the classical Wright-Fisher model, date right back to the origins of the subject. Others, like the multiple merger coalescents or the spatial Lambda-Fleming-Viot process are much more recent. All share a rich mathematical structure. Biological terms are explained, the models are carefully motivated and tools for their study are presented systematically.

Genetic Structure and Selection in Subdivided Populations (MPB-40)

Genetic Structure and Selection in Subdivided Populations (MPB-40)
Title Genetic Structure and Selection in Subdivided Populations (MPB-40) PDF eBook
Author François Rousset
Publisher Princeton University Press
Pages 281
Release 2013-02-15
Genre Science
ISBN 1400847249

Download Genetic Structure and Selection in Subdivided Populations (MPB-40) Book in PDF, Epub and Kindle

Various approaches have been developed to evaluate the consequences of spatial structure on evolution in subdivided populations. This book is both a review and new synthesis of several of these approaches, based on the theory of spatial genetic structure. François Rousset examines Sewall Wright's methods of analysis based on F-statistics, effective size, and diffusion approximation; coalescent arguments; William Hamilton's inclusive fitness theory; and approaches rooted in game theory and adaptive dynamics. Setting these in a framework that reveals their common features, he demonstrates how efficient tools developed within one approach can be applied to the others. Rousset not only revisits classical models but also presents new analyses of more recent topics, such as effective size in metapopulations. The book, most of which does not require fluency in advanced mathematics, includes a self-contained exposition of less easily accessible results. It is intended for advanced graduate students and researchers in evolutionary ecology and population genetics, and will also interest applied mathematicians working in probability theory as well as statisticians.

Mathematical Population Genetics 1

Mathematical Population Genetics 1
Title Mathematical Population Genetics 1 PDF eBook
Author Warren J. Ewens
Publisher Springer Science & Business Media
Pages 435
Release 2012-10-01
Genre Science
ISBN 038721822X

Download Mathematical Population Genetics 1 Book in PDF, Epub and Kindle

This is the first of a planned two-volume work discussing the mathematical aspects of population genetics with an emphasis on evolutionary theory. This volume draws heavily from the author’s 1979 classic, but it has been revised and expanded to include recent topics which follow naturally from the treatment in the earlier edition, such as the theory of molecular population genetics.

Mathematical Structures in Population Genetics

Mathematical Structures in Population Genetics
Title Mathematical Structures in Population Genetics PDF eBook
Author I︠U︡riĭ Ilʹich Li︠u︡bich
Publisher Springer
Pages 400
Release 1992
Genre Mathematics
ISBN

Download Mathematical Structures in Population Genetics Book in PDF, Epub and Kindle

Human Population Genetics

Human Population Genetics
Title Human Population Genetics PDF eBook
Author John H. Relethford
Publisher John Wiley & Sons
Pages 326
Release 2012-03-27
Genre Science
ISBN 0470464674

Download Human Population Genetics Book in PDF, Epub and Kindle

Introductory guide to human population genetics and microevolutionary theory Providing an introduction to mathematical population genetics, Human Population Genetics gives basic background on the mechanisms of human microevolution. This text combines mathematics, biology, and anthropology and is best suited for advanced undergraduate and graduate study. Thorough and accessible, Human Population Genetics presents concepts and methods of population genetics specific to human population study, utilizing uncomplicated mathematics like high school algebra and basic concepts of probability to explain theories central to the field. By describing changes in the frequency of genetic variants from one generation to the next, this book hones in on the mathematical basis of evolutionary theory. Human Population Genetics includes: Helpful formulae for learning ease Graphs and analogies that make basic points and relate the evolutionary process to mathematical ideas Glossary terms marked in boldface within the book the first time they appear In-text citations that act as reference points for further research Exemplary case studies Topics such as Hardy-Weinberg equilibrium, inbreeding, mutation, genetic drift, natural selection, and gene flow Human Population Genetics solidifies knowledge learned in introductory biological anthropology or biology courses and makes it applicable to genetic study. NOTE: errata for the first edition can be found at the author's website: http://employees.oneonta.edu/relethjh/HPG/errata.pdf