Complex Networks

Eli Ben-Naim, Hans Frauenfelder, Zoltan Toroczkai - Collection Lecture Notes in Physics

522 pages, parution le 01/10/2004

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Résumé

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.

Sommaire

Part I Network Structure
- Tomography and Stability of Complex Networks
- Spectral Analysis of Random Networks
- A Tractable Complex Network Model Based on the Stochastic Mean-Field Model of Distance
- The Small World Phenomenon in Hybrid Power Law Graphs
- Classes of the Shortest Pathway Structures in Scale Free Networks
- The Optimal Path in an Erdœos-RŽenyi Random Graph
- Clustering in Complex Networks
- Equilibrium Statistical Mechanics of Network Structures
- Information Theory of Complex Networks: On Evolution and Architectural Constraints
Part II Network Dynamics
- Extremal Properties of Random Structures
- On the Analysis of Backtrack Procedures for the Colouring of Random Graphs
- Small-World Synchronized Computing Networks for Scalable Parallel Discrete-Event Simulations
- Critical Phenomena in a Small World
- Attacks and Cascades in Complex Networks
Part III Information Networks & Social Networks
- Scholarly Information Network
- Who Is the Best Connected Scientist? A Study of Scienti.c Coauthorship Networks
- Information Dynamics in the Networked World
- Emergence of Complexity in Financial Networks
- Topology, Hierarchy, and Correlations in Internet Graphs
Part IV Biological Networks
- Characteristics of Biological Networks
- Boolean Modeling of Genetic Regulatory Networks
- Theoretical Neuroanatomy: Analyzing the Structure, Dynamics, and Function of Neuronal Networks

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	Eli Ben-Naim, Hans Frauenfelder, Zoltan Toroczkai
Collection	Lecture Notes in Physics
Parution	01/10/2004
Nb. de pages	522
Format	16 x 24
Couverture	Relié
Poids	875g
Intérieur	Noir et Blanc
EAN13	9783540223542
ISBN13	978-3-540-22354-2