Cargando…

Information geometry and population genetics: the mathematical structure of the Wright-Fisher model

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 appro...

Descripción completa

Detalles Bibliográficos
Autores principales: Hofrichter, Julian, Jost, Jürgen, Tran, Tat Dat
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-52045-2
http://cds.cern.ch/record/2253920
_version_ 1780953593187139584
author Hofrichter, Julian
Jost, Jürgen
Tran, Tat Dat
author_facet Hofrichter, Julian
Jost, Jürgen
Tran, Tat Dat
author_sort Hofrichter, Julian
collection CERN
description 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.
id cern-2253920
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
publisher Springer
record_format invenio
spelling cern-22539202021-04-21T19:19:17Zdoi:10.1007/978-3-319-52045-2http://cds.cern.ch/record/2253920engHofrichter, JulianJost, JürgenTran, Tat DatInformation geometry and population genetics: the mathematical structure of the Wright-Fisher modelMathematical Physics and MathematicsThe 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.Springeroai:cds.cern.ch:22539202017
spellingShingle Mathematical Physics and Mathematics
Hofrichter, Julian
Jost, Jürgen
Tran, Tat Dat
Information geometry and population genetics: the mathematical structure of the Wright-Fisher model
title Information geometry and population genetics: the mathematical structure of the Wright-Fisher model
title_full Information geometry and population genetics: the mathematical structure of the Wright-Fisher model
title_fullStr Information geometry and population genetics: the mathematical structure of the Wright-Fisher model
title_full_unstemmed Information geometry and population genetics: the mathematical structure of the Wright-Fisher model
title_short Information geometry and population genetics: the mathematical structure of the Wright-Fisher model
title_sort information geometry and population genetics: the mathematical structure of the wright-fisher model
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-52045-2
http://cds.cern.ch/record/2253920
work_keys_str_mv AT hofrichterjulian informationgeometryandpopulationgeneticsthemathematicalstructureofthewrightfishermodel
AT jostjurgen informationgeometryandpopulationgeneticsthemathematicalstructureofthewrightfishermodel
AT trantatdat informationgeometryandpopulationgeneticsthemathematicalstructureofthewrightfishermodel