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Gaussian processes on trees : from spin glasses to branching Brownian motion / Anton Bovier

By: Material type: TextTextSeries: Cambridge studies in advanced mathematics ; 163.Publication details: United Kingdom Cambridge University Press 2017Description: 200 pISBN:
  • 9781107160491
Subject(s): DDC classification:
  • 519.23 BOV-A
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Item type Current library Collection Shelving location Call number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 510 General Stack (For lending) 519.23 BOV-A (Browse shelf(Opens below)) Available 37748
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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.

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