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Probability on Trees and Networks

Download or Read eBook Probability on Trees and Networks PDF written by Russell Lyons and published by Cambridge University Press. This book was released on 2017-01-20 with total page 1023 pages. Available in PDF, EPUB and Kindle.
Probability on Trees and Networks
Author :
Publisher : Cambridge University Press
Total Pages : 1023
Release :
ISBN-10 : 9781316785331
ISBN-13 : 1316785335
Rating : 4/5 (31 Downloads)

Book Synopsis Probability on Trees and Networks by : Russell Lyons

Book excerpt: Starting around the late 1950s, several research communities began relating the geometry of graphs to stochastic processes on these graphs. This book, twenty years in the making, ties together research in the field, encompassing work on percolation, isoperimetric inequalities, eigenvalues, transition probabilities, and random walks. Written by two leading researchers, the text emphasizes intuition, while giving complete proofs and more than 850 exercises. Many recent developments, in which the authors have played a leading role, are discussed, including percolation on trees and Cayley graphs, uniform spanning forests, the mass-transport technique, and connections on random walks on graphs to embedding in Hilbert space. This state-of-the-art account of probability on networks will be indispensable for graduate students and researchers alike.


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