[图书][B] Random graphs and complex networks

R Van Der Hofstad - 2024 - books.google.com
Complex networks are key to describing the connected nature of the society that we live in.
This book, the second of two volumes, describes the local structure of random graph models …

A survey of max-type recursive distributional equations

DJ Aldous, A Bandyopadhyay - 2005 - projecteuclid.org
In certain problems in a variety of applied probability settings (from probabilistic analysis of
algorithms to statistical physics), the central requirement is to solve a recursive distributional …

Combinatorial approach to the interpolation method and scaling limits in sparse random graphs

M Bayati, D Gamarnik, P Tetali - Proceedings of the forty-second ACM …, 2010 - dl.acm.org
We establish the existence of free energy limits for several sparse random hypergraph
models corresponding to certain combinatorial models on Erdos-Renyi (ER) graph G (N …

The number of matchings in random graphs

L Zdeborová, M Mézard - Journal of Statistical Mechanics: Theory …, 2006 - iopscience.iop.org
We study matchings on sparse random graphs by means of the cavity method. We first show
how the method reproduces several known results about maximum and perfect matchings in …

On independent sets in random graphs

A Coja‐Oghlan, C Efthymiou - Random Structures & Algorithms, 2015 - Wiley Online Library
The independence number of a sparse random graph G (n, m) of average degree d= 2m/n is
well‐known to be with high probability, with in the limit of large d. Moreover, a trivial greedy …

Sparse graphs: metrics and random models

B Bollobás, O Riordan - Random Structures & Algorithms, 2011 - Wiley Online Library
Abstract Recently, Bollobás, Janson and Riordan introduced a family of random graph
models producing inhomogeneous graphs with n vertices and Θ (n) edges whose …

Counting without sampling: Asymptotics of the log‐partition function for certain statistical physics models

A Bandyopadhyay, D Gamarnik - Random Structures & …, 2008 - Wiley Online Library
In this article we propose new methods for computing the asymptotic value for the logarithm
of the partition function (free energy) for certain statistical physics models on certain type of …

A survey on performance analysis of warehouse carousel systems

N Litvak, M Vlasiou - Statistica Neerlandica, 2010 - Wiley Online Library
This paper gives an overview of recent research on the performance evaluation and design
of carousel systems. We discuss picking strategies for problems involving one carousel …

Belief Propagation for Weighted -Matchings on Arbitrary Graphs and its Relation to Linear Programs with Integer Solutions

M Bayati, C Borgs, J Chayes, R Zecchina - SIAM Journal on Discrete …, 2011 - SIAM
We consider the general problem of finding the minimum weight b-matching on arbitrary
graphs. We prove that, whenever the linear programming (LP) relaxation of the problem has …

A central limit theorem for the matching number of a sparse random graph

M Glasgow, M Kwan, A Sah, M Sawhney - arXiv preprint arXiv:2402.05851, 2024 - arxiv.org
In 1981, Karp and Sipser proved a law of large numbers for the matching number of a
sparse Erd\H {o} sR\'enyi random graph, in an influential paper pioneering the so-called …