Scale Free Networks
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Scale-Free Networks
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.
Random Graphs and Complex Networks
Author: Remco van der Hofstad
language: en
Publisher: Cambridge University Press
Release Date: 2017
This classroom-tested text is the definitive introduction to the mathematics of network science, featuring examples and numerous exercises.
Power Laws, Scale-Free Networks and Genome Biology
Author: Eugene V. Koonin
language: en
Publisher: Springer Science & Business Media
Release Date: 2006-03-17
Deals with crucial aspects of the theoretical foundations of systems biology, namely power law distributions and scale-free networks. This book not only describes the interesting mathematical properties of biological networks, but moves beyond phenomenology, towards models of evolution capable of explaining the emergence of these features.