CBMS Regional Conference Series in Mathematics Complex Graphs and Networks

Type
Book
Authors
Chung ( Chung, Fan )
Lu ( Lu, Linyuan )
 
ISBN 10
0821836579 
ISBN 13
9780821836576 
Category
Unknown  [ Browse Items ]
Publication Year
2006 
Publisher
Pages
264 
Description
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. - from Amzon 
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