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Gaussian Processes on Trees

Gaussian Processes on Trees

From Spin Glasses to Branching Brownian Motion

by Anton Bovier
Hardback
Publication Date: 01/12/2017

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Branching Brownian motion (BBM) is a classical object in probability theory with deep connections to partial differential equations. This book highlights the connection to classical extreme value theory and to the theory of mean-field spin glasses in statistical mechanics. Starting with a concise review of classical extreme value statistics and a basic introduction to mean-field spin glasses, the author then focuses on branching Brownian motion. Here, the classical results of Bramson on the asymptotics of solutions of the F-KPP equation are reviewed in detail and applied to the recent construction of the extremal process of BBM. The extension of these results to branching Brownian motion with variable speed are then explained. As a self-contained exposition that is accessible to graduate students with some background in probability theory, this book makes a good introduction for anyone interested in accessing this exciting field of mathematics.
ISBN:
9781107160491
9781107160491
Category:
Mathematics
Format:
Hardback
Publication Date:
01-12-2017
Language:
English
Publisher:
Cambridge University Press
Country of origin:
United States
Dimensions (mm):
235x157x16mm
Weight:
0.44kg

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