Spin Glasses
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Author | : Daniel L. Stein |
Publisher | : Princeton University Press |
Total Pages | : 336 |
Release | : 2013-01-15 |
Genre | : Science |
ISBN | : 1400845637 |
Download Spin Glasses and Complexity Book in PDF, Epub and Kindle
Spin glasses are disordered magnetic systems that have led to the development of mathematical tools with an array of real-world applications, from airline scheduling to neural networks. Spin Glasses and Complexity offers the most concise, engaging, and accessible introduction to the subject, fully explaining what spin glasses are, why they are important, and how they are opening up new ways of thinking about complexity. This one-of-a-kind guide to spin glasses begins by explaining the fundamentals of order and symmetry in condensed matter physics and how spin glasses fit into--and modify--this framework. It then explores how spin-glass concepts and ideas have found applications in areas as diverse as computational complexity, biological and artificial neural networks, protein folding, immune response maturation, combinatorial optimization, and social network modeling. Providing an essential overview of the history, science, and growing significance of this exciting field, Spin Glasses and Complexity also features a forward-looking discussion of what spin glasses may teach us in the future about complex systems. This is a must-have book for students and practitioners in the natural and social sciences, with new material even for the experts.
Author | : K. H. Fischer |
Publisher | : Cambridge University Press |
Total Pages | : 404 |
Release | : 1993-05-27 |
Genre | : Science |
ISBN | : 9780521447775 |
Download Spin Glasses Book in PDF, Epub and Kindle
A comprehensive account of the theory, experimental work and computer modelling of spin glasses.
Author | : Marc Mezard |
Publisher | : World Scientific Publishing Company |
Total Pages | : 477 |
Release | : 1987-11-01 |
Genre | : Science |
ISBN | : 9813103914 |
Download Spin Glass Theory And Beyond: An Introduction To The Replica Method And Its Applications Book in PDF, Epub and Kindle
This book contains a detailed and self-contained presentation of the replica theory of infinite range spin glasses. The authors also explain recent theoretical developments, paying particular attention to new applications in the study of optimization theory and neural networks. About two-thirds of the book are a collection of the most interesting and pedagogical articles on the subject.
Author | : A. Peter Young |
Publisher | : World Scientific |
Total Pages | : 454 |
Release | : 1998 |
Genre | : Science |
ISBN | : 9810232403 |
Download Spin Glasses and Random Fields Book in PDF, Epub and Kindle
The last few years have seen many developments in the study of ?frustrated? systems, such as spin glasses and random fields. In addition, the application of the idea of spin glasses to other branches of physics, such as vortex lines in high temperature superconductors, protein folding, structural glasses, and the vulcanization of rubber, has been flourishing. The earlier reviews are several years old, so now is an appropriate time to summarize the recent developments. The articles in this book have been written by leading researchers and include theoretical and experimental studies, and large-scale numerical work (using state-of-the-art algorithms designed specifically for spin-glass-type problems), as well as analytical studies.
Author | : Cirano De Dominicis |
Publisher | : Cambridge University Press |
Total Pages | : 240 |
Release | : 2006-10-26 |
Genre | : Science |
ISBN | : 9780521847834 |
Download Random Fields and Spin Glasses Book in PDF, Epub and Kindle
The book introduces some useful and little known techniques in statistical mechanics and field theory including multiple Legendre transforms, supersymmetry, Fourier transforms on a tree, infinitesimal permutations and Ward Takahashi Identities."--Jacket.
Author | : Pierluigi Contucci |
Publisher | : Cambridge University Press |
Total Pages | : 219 |
Release | : 2013 |
Genre | : Science |
ISBN | : 0521763347 |
Download Perspectives on Spin Glasses Book in PDF, Epub and Kindle
Presenting and developing the theory of spin glasses for mathematical physicists and probabilists working in disordered systems.
Author | : Marco Baity Jesi |
Publisher | : Springer |
Total Pages | : 239 |
Release | : 2016-06-28 |
Genre | : Science |
ISBN | : 3319412310 |
Download Spin Glasses Book in PDF, Epub and Kindle
This thesis addresses the surprising features of zero-temperature statics and dynamics of several spin glass models, including correlations between soft spins that arise spontaneously during avalanches, and the discovery of localized states that involve the presence of two-level systems. It also presents the only detailed historiographical research on the spin glass theory. Despite the extreme simplicity of their definition, spin glasses display a wide variety of non-trivial behaviors that are not yet fully understood. In this thesis the author sheds light on some of these, focusing on both the search for phase transitions under perturbations of Hamiltonians and the zero-temperature properties and responses to external stimuli. After introducing spin glasses and useful concepts on phase transitions and numerics, the results of two massive Monte Carlo campaigns on three-dimensional systems are presented: The first of these examines the de Almeida–Thouless transition, and proposes a new finite-size scaling ansatz, which accelerates the convergence to the thermodynamic limit. The second reconstructs the phase diagram of the Heisenberg spin glass with random exchange anisotropy.
Author | : Hidetoshi Nishimori |
Publisher | : Clarendon Press |
Total Pages | : 264 |
Release | : 2001 |
Genre | : Computers |
ISBN | : 9780198509400 |
Download Statistical Physics of Spin Glasses and Information Processing Book in PDF, Epub and Kindle
This superb new book is one of the first publications in recent years to provide a broad overview of this interdisciplinary field. Most of the book is written in a self contained manner, assuming only a general knowledge of statistical mechanics and basic probabilty theory . It provides the reader with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments
Author | : Erwin Bolthausen |
Publisher | : Springer |
Total Pages | : 190 |
Release | : 2007-01-11 |
Genre | : Science |
ISBN | : 3540409084 |
Download Spin Glasses Book in PDF, Epub and Kindle
This book serves as a concise introduction to the state-of-the-art of spin glass theory. The collection of review papers are written by leading experts in the field and cover the topic from a wide variety of angles. The book will be useful to both graduate students and young researchers, as well as to anyone curious to know what is going on in this exciting area of mathematical physics.
Author | : Michel Talagrand |
Publisher | : Springer Science & Business Media |
Total Pages | : 608 |
Release | : 2003-07-11 |
Genre | : Computers |
ISBN | : 9783540003564 |
Download Spin Glasses: A Challenge for Mathematicians Book in PDF, Epub and Kindle
In the eighties, a group of theoretical physicists introduced several models for certain disordered systems, called "spin glasses". These models are simple and rather canonical random structures, that physicists studied by non-rigorous methods. They predicted spectacular behaviors, previously unknown in probability theory. They believe these behaviors occur in many models of considerable interest for several branches of science (statistical physics, neural networks and computer science). This book introduces in a rigorous manner this exciting new area to the mathematically minded reader. It requires no knowledge whatsoever of any physics, and contains proofs in complete detail of much of what is rigorously known on spin glasses at the time of writing.