Książka Information Geometry and Population Genetics Julian Hofrichter

Information Geometry and Population Genetics

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
554.92
The present monograph develops a versatile and profound mathematical perspective of the Wright--Fish...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2017
strony
320
EAN
9783319520445
ISBN
331952044X
Enbook ID
15560933
Waga
799
Wymiary
155 x 235 x 25

Pełny opis

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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