Information Geometry and Population Genetics

Information Geometry and Population Genetics pdf epub mobi txt 電子書 下載2025

出版者:Springer
作者:Julian Hofrichter
出品人:
頁數:332
译者:
出版時間:2017-3-15
價格:GBP 71.00
裝幀:Hardcover
isbn號碼:9783319520445
叢書系列:
圖書標籤:
  • 生物-生物數學 
  •  
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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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