Statistical Mechanics Of Complex Networks
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Author |
: Romualdo Pastor-Satorras |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 232 |
Release |
: 2003-08-08 |
ISBN-10 |
: 3540403728 |
ISBN-13 |
: 9783540403722 |
Rating |
: 4/5 (28 Downloads) |
Synopsis Statistical Mechanics of Complex Networks by : Romualdo Pastor-Satorras
Networks can provide a useful model and graphic image useful for the description of a wide variety of web-like structures in the physical and man-made realms, e.g. protein networks, food webs and the Internet. The contributions gathered in the present volume provide both an introduction to, and an overview of, the multifaceted phenomenology of complex networks. Statistical Mechanics of Complex Networks also provides a state-of-the-art picture of current theoretical methods and approaches.
Author |
: Romualdo Pastor-Satorras |
Publisher |
: |
Total Pages |
: 226 |
Release |
: 2014-01-15 |
ISBN-10 |
: 3662143917 |
ISBN-13 |
: 9783662143919 |
Rating |
: 4/5 (17 Downloads) |
Synopsis Statistical Mechanics of Complex Networks by : Romualdo Pastor-Satorras
Author |
: Albert Diaz-Guilera |
Publisher |
: |
Total Pages |
: 0 |
Release |
: 2003 |
ISBN-10 |
: 8354044947 |
ISBN-13 |
: 9788354044949 |
Rating |
: 4/5 (47 Downloads) |
Synopsis Statistical Mechanics of Complex Networks by : Albert Diaz-Guilera
Networks can provide a useful model and graphic image useful for the description of a wide variety of web-like structures in the physical and man-made realms, e.g. protein networks, food webs and the Internet. The contributions gathered in the present volume provide both an introduction to, and an overview of, the multifaceted phenomenology of complex networks. Statistical Mechanics of Complex Networks also provides a state-of-the-art picture of current theoretical methods and approaches.
Author |
: Réka Zsuzsánna Albert |
Publisher |
: |
Total Pages |
: 304 |
Release |
: 2001 |
ISBN-10 |
: OCLC:47137106 |
ISBN-13 |
: |
Rating |
: 4/5 (06 Downloads) |
Synopsis Statistical Mechanics of Complex Networks by : Réka Zsuzsánna Albert
Author |
: Eric Bertin |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 85 |
Release |
: 2011-09-28 |
ISBN-10 |
: 9783642239236 |
ISBN-13 |
: 3642239234 |
Rating |
: 4/5 (36 Downloads) |
Synopsis A Concise Introduction to the Statistical Physics of Complex Systems by : Eric Bertin
This concise primer (based on lectures given at summer schools on complex systems and on a masters degree course in complex systems modeling) will provide graduate students and newcomers to the field with the basic knowledge of the concepts and methods of statistical physics and its potential for application to interdisciplinary topics. Indeed, in recent years, statistical physics has begun to attract the interest of a broad community of researchers in the field of complex system sciences, ranging from biology to the social sciences, economics and computer science. More generally, a growing number of graduate students and researchers feel the need to learn some basic concepts and questions originating in other disciplines without necessarily having to master all of the corresponding technicalities and jargon. Generally speaking, the goals of statistical physics may be summarized as follows: on the one hand to study systems composed of a large number of interacting ‘entities’, and on the other to predict the macroscopic (or collective) behavior of the system considered from the microscopic laws ruling the dynamics of the individual ‘entities’. These two goals are, to some extent, also shared by what is nowadays called ‘complex systems science’ and for these reasons, systems studied in the framework of statistical physics may be considered as among the simplest examples of complex systems—allowing in addition a rather well developed mathematical treatment.
Author |
: Fakhteh Ghanbarnejad |
Publisher |
: Springer |
Total Pages |
: 246 |
Release |
: 2019-05-13 |
ISBN-10 |
: 9783030146832 |
ISBN-13 |
: 3030146839 |
Rating |
: 4/5 (32 Downloads) |
Synopsis Dynamics On and Of Complex Networks III by : Fakhteh Ghanbarnejad
This book bridges the gap between advances in the communities of computer science and physics--namely machine learning and statistical physics. It contains diverse but relevant topics in statistical physics, complex systems, network theory, and machine learning. Examples of such topics are: predicting missing links, higher-order generative modeling of networks, inferring network structure by tracking the evolution and dynamics of digital traces, recommender systems, and diffusion processes. The book contains extended versions of high-quality submissions received at the workshop, Dynamics On and Of Complex Networks (doocn.org), together with new invited contributions. The chapters will benefit a diverse community of researchers. The book is suitable for graduate students, postdoctoral researchers and professors of various disciplines including sociology, physics, mathematics, and computer science.
Author |
: Matti Peltomäki |
Publisher |
: |
Total Pages |
: 59 |
Release |
: 2009 |
ISBN-10 |
: 951229852X |
ISBN-13 |
: 9789512298525 |
Rating |
: 4/5 (2X Downloads) |
Synopsis Statistical Mechanics of Complex Networks and Interacting Populations by : Matti Peltomäki
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Author |
: Sergey N. Dorogovtsev |
Publisher |
: Oxford University Press |
Total Pages |
: 456 |
Release |
: 2022-06-15 |
ISBN-10 |
: 9780192693181 |
ISBN-13 |
: 0192693182 |
Rating |
: 4/5 (81 Downloads) |
Synopsis The Nature of Complex Networks by : Sergey N. Dorogovtsev
The Nature of Complex Networks provides a systematic introduction to the statistical mechanics of complex networks and the different theoretical achievements in the field that are now finding strands in common. The book presents a wide range of networks and the processes taking place on them, including recently developed directions, methods, and techniques. It assumes a statistical mechanics view of random networks based on the concept of statistical ensembles but also features the approaches and methods of modern random graph theory and their overlaps with statistical physics. This book will appeal to graduate students and researchers in the fields of statistical physics, complex systems, graph theory, applied mathematics, and theoretical epidemiology.
Author |
: Alain Barrat |
Publisher |
: Cambridge University Press |
Total Pages |
: 361 |
Release |
: 2012-10-11 |
ISBN-10 |
: 1107626250 |
ISBN-13 |
: 9781107626256 |
Rating |
: 4/5 (50 Downloads) |
Synopsis Dynamical Processes on Complex Networks by : Alain Barrat
The availability of large data sets have allowed researchers to uncover complex properties such as large scale fluctuations and heterogeneities in many networks which have lead to the breakdown of standard theoretical frameworks and models. Until recently these systems were considered as haphazard sets of points and connections. Recent advances have generated a vigorous research effort in understanding the effect of complex connectivity patterns on dynamical phenomena. For example, a vast number of everyday systems, from the brain to ecosystems, power grids and the Internet, can be represented as large complex networks. This new and recent account presents a comprehensive explanation of these effects.
Author |
: Eli Ben-Naim |
Publisher |
: Springer |
Total Pages |
: 520 |
Release |
: 2014-03-12 |
ISBN-10 |
: 3662144476 |
ISBN-13 |
: 9783662144473 |
Rating |
: 4/5 (76 Downloads) |
Synopsis Complex Networks by : Eli Ben-Naim
This volume is devoted to the applications of techniques from statistical physics to the characterization and modeling of complex networks. The first two parts of the book concern theory and modeling of networks, the last two parts survey applications to a wide variety of natural and artificial networks. The tutorial reviews that form this book are aimed at students and newcomers to the field, and will also constitute a modern and comprehensive reference for experts. To this aim, all contributions have been carefully peer-reviewed not only for scientific content but also for self-consistency and readability.