Complex Graphs and Networks

Complex Graphs and Networks

Through examples of large complex graphs in realistic networks, research in graph theory has been forging ahead into exciting new directions. Graph theory has emerged as a primary tool for detecting numerous hidden structures in various information networks, including Internet graphs, social networks, biological networks, or, more generally, any graph representing relations in massive data sets. How will we explain from first principles the universal and ubiquitous coherence in the structure of these realistic but complex networks? In order to analyze these large sparse graphs, we use combinatorial, probabilistic, and spectral methods, as well as new and improved tools to analyze these networks. The examples of these networks have led us to focus on new, general, and powerful ways to look at graph theory.The book, based on lectures given at the CBMS Workshop on the Combinatorics of Large Sparse Graphs, presents new perspectives in graph theory and helps to contribute to a sound scientific foundation for our understanding of discrete networks that permeate this information age.


Author
Publisher American Mathematical Soc.
Release Date
ISBN 0821836579
Pages 264 pages
Complex Graphs and Networks
Language: en
Pages: 264
Authors: Fan Chung
Categories: Computers
Type: BOOK - Published: 2006 - Publisher: American Mathematical Soc.

Through examples of large complex graphs in realistic networks, research in graph theory has been forging ahead into exciting new directions. Graph theory has e
Complex Graphs and Networks
Language: en
Pages: 264
Authors:
Categories: Combinatorial analysis
Type: BOOK - Published: 2006 - Publisher:

Through examples of large complex graphs in realistic networks, research in graph theory has been forging ahead into exciting new directions. Graph theory has e
Graph Theory and Complex Networks
Language: en
Pages: 285
Authors: Maarten van Steen
Categories: Graph theory
Type: BOOK - Published: 2010 - Publisher: Maarten Van Steen

This book aims to explain the basics of graph theory that are needed at an introductory level for students in computer or information sciences. To motivate stud
Networks, Topology and Dynamics
Language: en
Pages: 292
Authors: Ahmad K. Naimzada
Categories: Business & Economics
Type: BOOK - Published: 2008-11-14 - Publisher: Springer Science & Business Media

There is convergent consensus among scientists that many social, economic and ?nancial phenomena can be described by a network of agents and their inter- tions.
Graph Spectra for Complex Networks
Language: en
Pages:
Authors: Piet van Mieghem
Categories: Technology & Engineering
Type: BOOK - Published: 2010-12-02 - Publisher: Cambridge University Press

Analyzing the behavior of complex networks is an important element in the design of new man-made structures such as communication systems and biologically engin
Random Graphs and Complex Networks
Language: en
Pages: 375
Authors: Remco van der Hofstad
Categories: Computers
Type: BOOK - Published: 2016-12-22 - Publisher: Cambridge University Press

This classroom-tested text is the definitive introduction to the mathematics of network science, featuring examples and numerous exercises.
Analysis of Complex Networks
Language: en
Pages: 480
Authors: Matthias Dehmer
Categories: Medical
Type: BOOK - Published: 2009-07-10 - Publisher: John Wiley & Sons

Mathematical problems such as graph theory problems are of increasing importance for the analysis of modelling data in biomedical research such as in systems bi
Network Analysis Literacy
Language: en
Pages: 535
Authors: Katharina A. Zweig
Categories: Computers
Type: BOOK - Published: 2016-10-26 - Publisher: Springer Science & Business Media

This book presents a perspective of network analysis as a tool to find and quantify significant structures in the interaction patterns between different types o
Network Bioscience, 2nd Edition
Language: en
Pages: 270
Authors: Marco Pellegrini
Categories:
Type: BOOK - Published: 2020-03-27 - Publisher: Frontiers Media SA

Mathematical Principles of the Internet, Volume 1
Language: en
Pages: 1022
Authors: Nirdosh Bhatnagar
Categories: Computers
Type: BOOK - Published: 2018-11-20 - Publisher: CRC Press

This two-volume set on Mathematical Principles of the Internet provides a comprehensive overview of the mathematical principles of Internet engineering. The boo