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Critical and Subcritical Scaling Limits of Random Planar Maps with Connectivity Constraints

Critical and Subcritical Scaling Limits of Random Planar Maps with Connectivity Constraints
Author: Yuting Wen
Publisher:
Total Pages:
Release: 2016
Genre:
ISBN:

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"In the first part, we show that a uniform quadrangulation, its largest 2-connected block, and its largest simple block, upon rescaling the graph distance properly, jointly converge to the same Brownian map in distribution for the Gromov-Hausdorff-Prokhorov topology. We start by deriving a local limit theorem for the asymptotics of maximal block sizes, extending the result by Banderier, Flajolet, Schaeffer & Soria[16]. The resulting diameter bounds for pendant submaps of random quadrangulations straightforwardly lead to Gromov-Hausdorff convergence. To extend the convergence to the Gromov-Hausdorff-Prokhorov topology, we show that exchangeable "uniformly asymptotically negligible" attachments of mass simply yield, in the limit, a deterministic scaling of the mass measure. In the second part, for each n ∈ N, let Qn be a uniform rooted measured quadrangulation of size n conditioned to have r(n) vertices in its root block. We prove that for a suitable function r(n), after rescaling graph distance by $\left(\frac{21}{40\cdot r(n)}\right)^{1/4}$, with an appropriate rescaling of measure, Qn converges to a random pointed measured non-compact metric space S, in the local Gromov-Hausdorff-Prokhorov topology; the space S is built by identifying a uniform point of the Brownian map with the distinguished point of the Brownian plane. Our result relies upon both the convergence of uniform quadrangulations towards the Brownian plane by Curien & Le Gall[30], and the convergence of uniform 2-connected quadrangulations to the Brownian map, proved in the first part of the thesis. The main steps of the proof are as follows. First, we show that the sizes of submaps pendant to the root block have an asymptotically stable distribution. Second, we deduce asymptotics for occupancy in a random allocation model with a varying balls-to-boxes ratio. Third, we establish a bound for the number of pendant submaps of the root block, which allows us to apply the occupancy bounds to uniformly control the sizes of pendant submaps. This entails that the pendant submaps act as uniformly asymptotically negligible "decorations" which do not affect the scaling limit." --


Peeling Random Planar Maps

Peeling Random Planar Maps
Author: Nicolas Curien
Publisher: Springer Nature
Total Pages: 293
Release: 2023-11-20
Genre: Mathematics
ISBN: 3031368541

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These Lecture Notes provide an introduction to the study of those discrete surfaces which are obtained by randomly gluing polygons along their sides in a plane. The focus is on the geometry of such random planar maps (diameter, volume growth, scaling and local limits...) as well as the behavior of statistical mechanics models on them (percolation, simple random walks, self-avoiding random walks...). A “Markovian” approach is adopted to explore these random discrete surfaces, which is then related to the analogous one-dimensional random walk processes. This technique, known as "peeling exploration" in the literature, can be seen as a generalization of the well-known coding processes for random trees (e.g. breadth first or depth first search). It is revealed that different types of Markovian explorations can yield different types of information about a surface. Based on an École d'Été de Probabilités de Saint-Flour course delivered by the author in 2019, the book is aimed at PhD students and researchers interested in graph theory, combinatorial probability and geometry. Featuring open problems and a wealth of interesting figures, it is the first book to be published on the theory of random planar maps.


On the Metric Structure of Random Planar Maps and SLE-decorated Liouville Quantum Gravity

On the Metric Structure of Random Planar Maps and SLE-decorated Liouville Quantum Gravity
Author: Ewain Gwynne
Publisher:
Total Pages: 470
Release: 2018
Genre:
ISBN:

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A random planar map is a graph embedded in the sphere, viewed modulo orientation-preserving homeomorphisms. Random planar maps are the discrete analogues of random fractal surfaces called [gamma]-Liouville quantum gravity (LQG) surfaces with parameter [gamma] E (0, 2]. We study the large-scale structure of random planar maps (and statistical mechanics models on them) viewed as metric measure spaces equipped with the graph distance and the counting measure on vertices. In particular, we show that uniform random planar maps (which correspond to the case [gamma]= [square root of]8/3) decorated by a self-avoiding walk or a critical percolation interface converge in the scaling limit to [square root of]8/3- LQG surfaces decorated by SLE8/3 and SLE6, respectively, with respect to a generalization of the Gromov-Hausdorff topology. We also introduce an approach for analyzing certain random planar maps belonging to the [gamma]-LQG universality class for general [gamma] E (0, 2) and use this approach to prove several estimates for graph distances in such maps.


Introduction to Random Graphs

Introduction to Random Graphs
Author: Alan Frieze
Publisher: Cambridge University Press
Total Pages: 483
Release: 2016
Genre: Mathematics
ISBN: 1107118506

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


Probability on Graphs

Probability on Graphs
Author: Geoffrey Grimmett
Publisher: Cambridge University Press
Total Pages: 279
Release: 2018-01-25
Genre: Mathematics
ISBN: 1108542999

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This introduction to some of the principal models in the theory of disordered systems leads the reader through the basics, to the very edge of contemporary research, with the minimum of technical fuss. Topics covered include random walk, percolation, self-avoiding walk, interacting particle systems, uniform spanning tree, random graphs, as well as the Ising, Potts, and random-cluster models for ferromagnetism, and the Lorentz model for motion in a random medium. This new edition features accounts of major recent progress, including the exact value of the connective constant of the hexagonal lattice, and the critical point of the random-cluster model on the square lattice. The choice of topics is strongly motivated by modern applications, and focuses on areas that merit further research. Accessible to a wide audience of mathematicians and physicists, this book can be used as a graduate course text. Each chapter ends with a range of exercises.


The Random-Cluster Model

The Random-Cluster Model
Author: Geoffrey R. Grimmett
Publisher: Springer Science & Business Media
Total Pages: 392
Release: 2006-12-13
Genre: Mathematics
ISBN: 3540328912

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The random-cluster model has emerged as a key tool in the mathematical study of ferromagnetism. It may be viewed as an extension of percolation to include Ising and Potts models, and its analysis is a mix of arguments from probability and geometry. The Random-Cluster Model contains accounts of the subcritical and supercritical phases, together with clear statements of important open problems. The book includes treatment of the first-order (discontinuous) phase transition.


Handbook of Enumerative Combinatorics

Handbook of Enumerative Combinatorics
Author: Miklos Bona
Publisher: CRC Press
Total Pages: 1073
Release: 2015-03-24
Genre: Mathematics
ISBN: 1482220865

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Presenting the state of the art, the Handbook of Enumerative Combinatorics brings together the work of today's most prominent researchers. The contributors survey the methods of combinatorial enumeration along with the most frequent applications of these methods.This important new work is edited by Miklos Bona of the University of Florida where he


Formal Power Series and Algebraic Combinatorics

Formal Power Series and Algebraic Combinatorics
Author: Daniel Krob
Publisher: Springer Science & Business Media
Total Pages: 815
Release: 2013-03-09
Genre: Mathematics
ISBN: 3662041669

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This book contains the extended abstracts presented at the 12th International Conference on Power Series and Algebraic Combinatorics (FPSAC '00) that took place at Moscow State University, June 26-30, 2000. These proceedings cover the most recent trends in algebraic and bijective combinatorics, including classical combinatorics, combinatorial computer algebra, combinatorial identities, combinatorics of classical groups, Lie algebra and quantum groups, enumeration, symmetric functions, young tableaux etc...


Random Graphs and Complex Networks

Random Graphs and Complex Networks
Author: Remco van der Hofstad
Publisher: Cambridge University Press
Total Pages: 341
Release: 2017
Genre: Computers
ISBN: 110717287X

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This classroom-tested text is the definitive introduction to the mathematics of network science, featuring examples and numerous exercises.


Probability and Statistical Physics in Two and More Dimensions

Probability and Statistical Physics in Two and More Dimensions
Author: Clay Mathematics Institute. Summer School
Publisher: American Mathematical Soc.
Total Pages: 481
Release: 2012
Genre: Mathematics
ISBN: 0821868632

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This volume is a collection of lecture notes for six of the ten courses given in Buzios, Brazil by prominent probabilists at the 2010 Clay Mathematics Institute Summer School, ``Probability and Statistical Physics in Two and More Dimensions'' and at the XIV Brazilian School of Probability. In the past ten to fifteen years, various areas of probability theory related to statistical physics, disordered systems and combinatorics have undergone intensive development. A number of these developments deal with two-dimensional random structures at their critical points, and provide new tools and ways of coping with at least some of the limitations of Conformal Field Theory that had been so successfully developed in the theoretical physics community to understand phase transitions of two-dimensional systems. Included in this selection are detailed accounts of all three foundational courses presented at the Clay school--Schramm-Loewner Evolution and other Conformally Invariant Objects, Noise Sensitivity and Percolation, Scaling Limits of Random Trees and Planar Maps--together with contributions on Fractal and Multifractal properties of SLE and Conformal Invariance of Lattice Models. Finally, the volume concludes with extended articles based on the courses on Random Polymers and Self-Avoiding Walks given at the Brazilian School of Probability during the final week of the school. Together, these notes provide a panoramic, state-of-the-art view of probability theory areas related to statistical physics, disordered systems and combinatorics. Like the lectures themselves, they are oriented towards advanced students and postdocs, but experts should also find much of interest.