Coarse Geometry and Randomness

Coarse Geometry and Randomness PDF Author: Itai Benjamini
Publisher: Springer
ISBN: 3319025767
Category : Mathematics
Languages : en
Pages : 133

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Book Description
These lecture notes study the interplay between randomness and geometry of graphs. The first part of the notes reviews several basic geometric concepts, before moving on to examine the manifestation of the underlying geometry in the behavior of random processes, mostly percolation and random walk. The study of the geometry of infinite vertex transitive graphs, and of Cayley graphs in particular, is fairly well developed. One goal of these notes is to point to some random metric spaces modeled by graphs that turn out to be somewhat exotic, that is, they admit a combination of properties not encountered in the vertex transitive world. These include percolation clusters on vertex transitive graphs, critical clusters, local and scaling limits of graphs, long range percolation, CCCP graphs obtained by contracting percolation clusters on graphs, and stationary random graphs, including the uniform infinite planar triangulation (UIPT) and the stochastic hyperbolic planar quadrangulation (SHIQ).

Coarse Geometry and Randomness

Coarse Geometry and Randomness PDF Author: Itai Benjamini
Publisher: Springer
ISBN: 3319025767
Category : Mathematics
Languages : en
Pages : 133

Get Book

Book Description
These lecture notes study the interplay between randomness and geometry of graphs. The first part of the notes reviews several basic geometric concepts, before moving on to examine the manifestation of the underlying geometry in the behavior of random processes, mostly percolation and random walk. The study of the geometry of infinite vertex transitive graphs, and of Cayley graphs in particular, is fairly well developed. One goal of these notes is to point to some random metric spaces modeled by graphs that turn out to be somewhat exotic, that is, they admit a combination of properties not encountered in the vertex transitive world. These include percolation clusters on vertex transitive graphs, critical clusters, local and scaling limits of graphs, long range percolation, CCCP graphs obtained by contracting percolation clusters on graphs, and stationary random graphs, including the uniform infinite planar triangulation (UIPT) and the stochastic hyperbolic planar quadrangulation (SHIQ).

Coarse Geometry and Randomness

Coarse Geometry and Randomness PDF Author: Itai Benjamini
Publisher:
ISBN: 9783319025773
Category :
Languages : en
Pages : 142

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Book Description


The Geometry of Random Fields

The Geometry of Random Fields PDF Author: Robert J. Adler
Publisher: SIAM
ISBN: 0898716934
Category : Mathematics
Languages : en
Pages : 295

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Book Description
An important treatment of the geometric properties of sets generated by random fields, including a comprehensive treatment of the mathematical basics of random fields in general. It is a standard reference for all researchers with an interest in random fields, whether they be theoreticians or come from applied areas.

Information Geometry

Information Geometry PDF Author:
Publisher: Springer Science & Business Media
ISBN: 3540693912
Category :
Languages : en
Pages : 263

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Book Description


Structure and Randomness

Structure and Randomness PDF Author: Terence Tao
Publisher: American Mathematical Soc.
ISBN: 9780821886281
Category : Mathematics
Languages : en
Pages : 316

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Book Description
"In 2007, Terry Tao began a mathematical blog, as an outgrowth of his own website at UCLA. This book is based on a selection of articles from the first year of that blog. These articles discuss a wide range of mathematics and its applications, ranging from expository articles on quantum mechanics, Einstein's equation E = mc[superscript 2], or compressed sensing, to open problems in analysis, combinatorics, geometry, number theory, and algebra, to lecture series on random matrices, Fourier analysis, or the dichotomy between structure and randomness that is present in many subfields of mathematics, to more philosophical discussions on such topics as the interplay between finitary and infinitary in analysis. Some selected commentary from readers of the blog has also been included at the end of each article.

Random Graphs, Geometry and Asymptotic Structure

Random Graphs, Geometry and Asymptotic Structure PDF Author: Michael Krivelevich
Publisher: Cambridge University Press
ISBN: 1107136571
Category : Mathematics
Languages : en
Pages : 129

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Book Description
A concise introduction, aimed at young researchers, to recent developments of a geometric and topological nature in random graphs.

Introduction to Random Graphs

Introduction to Random Graphs PDF Author: Alan Frieze
Publisher: Cambridge University Press
ISBN: 1107118506
Category : Mathematics
Languages : en
Pages : 483

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Book Description
The text covers random graphs from the basic to the advanced, including numerous exercises and recommendations for further reading.

Sequences, Groups, and Number Theory

Sequences, Groups, and Number Theory PDF Author: Valérie Berthé
Publisher: Birkhäuser
ISBN: 331969152X
Category : Mathematics
Languages : en
Pages : 578

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Book Description
This collaborative book presents recent trends on the study of sequences, including combinatorics on words and symbolic dynamics, and new interdisciplinary links to group theory and number theory. Other chapters branch out from those areas into subfields of theoretical computer science, such as complexity theory and theory of automata. The book is built around four general themes: number theory and sequences, word combinatorics, normal numbers, and group theory. Those topics are rounded out by investigations into automatic and regular sequences, tilings and theory of computation, discrete dynamical systems, ergodic theory, numeration systems, automaton semigroups, and amenable groups. This volume is intended for use by graduate students or research mathematicians, as well as computer scientists who are working in automata theory and formal language theory. With its organization around unified themes, it would also be appropriate as a supplemental text for graduate level courses.

Random Fields and Geometry

Random Fields and Geometry PDF Author: R. J. Adler
Publisher: Springer Science & Business Media
ISBN: 0387481168
Category : Mathematics
Languages : en
Pages : 455

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Book Description
This monograph is devoted to a completely new approach to geometric problems arising in the study of random fields. The groundbreaking material in Part III, for which the background is carefully prepared in Parts I and II, is of both theoretical and practical importance, and striking in the way in which problems arising in geometry and probability are beautifully intertwined. "Random Fields and Geometry" will be useful for probabilists and statisticians, and for theoretical and applied mathematicians who wish to learn about new relationships between geometry and probability. It will be helpful for graduate students in a classroom setting, or for self-study. Finally, this text will serve as a basic reference for all those interested in the companion volume of the applications of the theory.

Random Sets and Integral Geometry

Random Sets and Integral Geometry PDF Author: Georges Matheron
Publisher: John Wiley & Sons
ISBN:
Category : Mathematics
Languages : en
Pages : 294

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Book Description