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Product details:
- Publisher OUP Oxford
- Date of Publication 25 April 2013
- ISBN 9780199665174
- Binding Paperback
- No. of pages324 pages
- Size 241x169x16 mm
- Weight 632 g
- Language English
- Illustrations 128 b/w line drawings, 9 b/w halftones 0
Categories
Short description:
Many different systems both in nature and in technology can be described by means of networks of interconnected components. Despite their different aspects, all of them share similar mathematical properties. In this book we explain how to recognize these features and why these different systems develop this common structure.
MoreLong description:
A variety of different social, natural, and technological systems can be described by the same mathematical framework. This holds from the Internet to food webs and to boards of company directors. In all these situations a graph of the elements of the system and their interconnections displays a universal feature. There are only few elements with many connections, and many elements with few connections. This book presents the experimental evidence of these 'scale-free networks' and provides students and researchers with a corpus of theoretical results and algorithms to analyse and understand these features. The content of this book and the exposition makes it a clear textbook for beginners, and a reference book for the experts.
The book is written in an easy style and should be readable by undergraduates in physics, theoretical physics, mathematics, and computer science and engineering.
Table of Contents:
Introduction to Graphs
Graph structure: Communities
Scale-invariance
The Origin of power law functions
Graph Generating Models
Networks in the cell
Ecological networks
Geophysical networks
Technological networks: Internet and WWW
Collaborative Relational and Cognitive Networks
Financial networks
Introduction to Graphs
Graph structure: Communities
Scale-invariance
The Origin of power law functions
Graph Generating Models
Networks in the cell
Ecological networks
Geophysical networks
Technological networks: Internet and WWW
Collaborative Relational and Cognitive Networks
Financial networks