Gaussian Processes on Trees: From Spin Glasses to Branching Brownian Motion (Cambridge Studies in Advanced Mathematics)

by Anton Bovier

0 ratings • 0 reviews • 0 shelved
Book cover for Gaussian Processes on Trees

Bookhype may earn a small commission from qualifying purchases. Full disclosure.

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.
  • ISBN13 9781107160491
  • Publish Date 7 November 2016 (first published 22 September 2016)
  • Publish Status Active
  • Out of Print 6 June 2022
  • Publish Country GB
  • Imprint Cambridge University Press
  • Format Hardcover
  • Pages 210
  • Language English