Random walks on infinite graphs and groups /
Woess, Wolfgang, 1954-
Random walks on infinite graphs and groups / Random Walks on Infinite Graphs & Groups Wolfgang Woess. - Cambridge : Cambridge University Press, 2000. - 1 online resource (xi, 334 pages) : digital, PDF file(s). - Cambridge tracts in mathematics ; 138 . - Cambridge tracts in mathematics ; 138. .
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
Ch. I. The type problem -- Ch. II. The spectral radius -- Ch. III. The asymptotic behaviour of transition probabilities -- Ch. IV. An introduction to topological boundary theory.
The main theme of this book is the interplay between the behaviour of a class of stochastic processes (random walks) and discrete structure theory. The author considers Markov chains whose state space is equipped with the structure of an infinite, locally finite graph, or as a particular case, of a finitely generated group. The transition probabilities are assumed to be adapted to the underlying structure in some way that must be specified precisely in each case. From the probabilistic viewpoint, the question is what impact the particular type of structure has on various aspects of the behaviour of the random walk. Vice-versa, random walks may also be seen as useful tools for classifying, or at least describing the structure of graphs and groups. Links with spectral theory and discrete potential theory are also discussed. This book will be essential reading for all researchers working in stochastic process and related topics.
9780511470967 (ebook)
Random walks (Mathematics)
Graph theory.
Infinite groups.
QA274.73 / .W64 2000
519.2/82
Random walks on infinite graphs and groups / Random Walks on Infinite Graphs & Groups Wolfgang Woess. - Cambridge : Cambridge University Press, 2000. - 1 online resource (xi, 334 pages) : digital, PDF file(s). - Cambridge tracts in mathematics ; 138 . - Cambridge tracts in mathematics ; 138. .
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
Ch. I. The type problem -- Ch. II. The spectral radius -- Ch. III. The asymptotic behaviour of transition probabilities -- Ch. IV. An introduction to topological boundary theory.
The main theme of this book is the interplay between the behaviour of a class of stochastic processes (random walks) and discrete structure theory. The author considers Markov chains whose state space is equipped with the structure of an infinite, locally finite graph, or as a particular case, of a finitely generated group. The transition probabilities are assumed to be adapted to the underlying structure in some way that must be specified precisely in each case. From the probabilistic viewpoint, the question is what impact the particular type of structure has on various aspects of the behaviour of the random walk. Vice-versa, random walks may also be seen as useful tools for classifying, or at least describing the structure of graphs and groups. Links with spectral theory and discrete potential theory are also discussed. This book will be essential reading for all researchers working in stochastic process and related topics.
9780511470967 (ebook)
Random walks (Mathematics)
Graph theory.
Infinite groups.
QA274.73 / .W64 2000
519.2/82