Random Walks and Geometry
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Edited by:
Vadim Kaimanovich
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In collaboration with:
Klaus Schmidt
and Wolfgang Woess
About this book
Recent developments show that probability methods have become a very powerful tool in such different areas as statistical physics, dynamical systems, Riemannian geometry, group theory, harmonic analysis, graph theory and computer science.
This volume is an outcome of the special semester 2001 - Random Walks held at the Schrödinger Institute in Vienna, Austria. It contains original research articles with non-trivial new approaches based on applications of random walks and similar processes to Lie groups, geometric flows, physical models on infinite graphs, random number generators, Lyapunov exponents, geometric group theory, spectral theory of graphs and potential theory. Highlights are the first survey of the theory of the stochastic Loewner evolution and its applications to percolation theory (a new rapidly developing and very promising subject at the crossroads of probability, statistical physics and harmonic analysis), surveys on expander graphs, random matrices and quantum chaos, cellular automata and symbolic dynamical systems, and others.
The contributors to the volume are the leading experts in the area. The book will provide a valuable source both for active researchers and graduate students in the respective fields.
Topics
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Frontmatter
I -
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Table of contents
IX - Surveys and longer articles
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Some Markov chains on abelian groups with applications
3 -
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Random walks and physical models on infinite graphs: an introduction
35 -
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The Garden of Eden Theorem for cellular automata and for symbolic dynamical systems
73 -
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Expander graphs, random matrices and quantum chaos
109 -
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The Ihara zeta function of infinite graphs, the KNS spectral measure and integrable maps
141 -
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Simplicité de spectres de Lyapounov et propriété d’isolation spectrale pour une famille d’opérateurs de transfert sur l’espace projectif
181 -
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An introduction to the Stochastic Loewner Evolution
261 -
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A canonical form for automorphisms of totally disconnected locally compact groups
295 - Research communications
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On the classification of invariant measures for horosphere foliations on nilpotent covers of negatively curved manifolds
319 -
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Markov processes on vermiculated spaces
337 -
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Cactus trees and lower bounds on the spectral radius of vertex-transitive graphs
349 -
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Equilibrium measure, Poisson kernel and effective resistance on networks
363 -
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Internal diffusion limited aggregation on discrete groups of polynomial growth
377 -
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On the physical relevance of random walks: an example of random walks on a randomly oriented lattice
393 -
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Random walks, entropy and hopfianity of free groups
413 -
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Growth rates of small cancellation groups
421 -
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Recurrence properties of random walks on finite volume homogeneous manifolds
431 -
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On the cohomology of foliations with amenable groupoid
445 -
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Linear rate of escape and convergence in direction
459 -
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Remarks on harmonic functions on affine buildings
473 -
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Random walks, spectral radii, and Ramanujan graphs
487 -
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Cogrowth of arbitrary graphs
501 -
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Total variation lower bounds for finite Markov chains: Wilson’s lemma
515 -
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Backmatter
531
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