Information Geometry and Population Genetics
The Mathematical Structure of the Wright-Fisher Model
Springer International Publishing
ISBN 978-3-319-52045-2
Standardpreis
Bibliografische Daten
eBook. PDF
2017
XII, 320 p. 3 illus., 2 illus. in color..
In englischer Sprache
Umfang: 320 S.
Verlag: Springer International Publishing
ISBN: 978-3-319-52045-2
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Understanding Complex Systems
Produktbeschreibung
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.
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