Handbook of Large-Scale Random Networks

• Corporate Author: SpringerLink (Online service)
• Other Authors: Bollobás, Béla (Editor), Kozma, Robert (Editor), Miklós, Dezső (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Series: Bolyai Society Mathematical Studies, 18
• Subjects: Mathematics.; Computers.; Computer science > Mathematics.; Computer simulation.; Mathematical models.; Discrete mathematics.; Combinatorics.; Discrete Mathematics.; Mathematical Modeling and Industrial Mathematics.; Theory of Computation.; Simulation and Modeling.; Discrete Mathematics in Computer Science.

This handbook describes advances in large scale network studies that have taken place in the past 5 years since the publication of the Handbook of Graphs and Networks in 2003. It covers all aspects of large-scale networks, including mathematical foundations and rigorous results of random graph theor...

Table of Contents:

• Random Graphs and Branching Processes
• Percolation, Connectivity, Coverage and Colouring of Random Geometric Graphs
• Scaling Properties of Complex Networks and Spanning Trees
• Random Tree Growth with Branching Processes — A Survey
• Reaction-diffusion Processes in Scale-free Networks
• Toward Understanding the Structure and Function of Cellular Interaction Networks
• Scale-Free Cortical Planar Networks
• Reconstructing Cortical Networks: Case of Directed Graphs with High Level of Reciprocity
• k-Clique Percolation and Clustering
• The Inverse Problem of Evolving Networks — with Application to Social Nets
• Learning and Representation: From Compressive Sampling to the ‘Symbol Learning Problem’
• Telephone Call Network Data Mining: A Survey with Experiments.