Publication Date: May20, 2010 | ISBN-10: 0199206651 ISBN-13 :978-0199206650 Edition: 1
In the past few years, the study of network science, including computer networks, social networks and biological networks, has received a lot of interest. The rise of the Internet and the widespread availability of inexpensive computers make it possible to carry out a large-scale collection and analysis of network data, as well as the development of new theoretical tools, we are able to extract new knowledge from many different kinds of network.
A wide range of interdisciplinary and important developments have taken place in many areas, including mathematics, physics, computer science and information science, biological science and social science research network. This book brings together for the first time the most important breakthroughs in these areas, in a consistent manner, the work highlights the powerful linkages between the different areas.
Topics covered include: in many scientific branch of the network structure of the method of measurement and analysis of network data, including the basic principles of physics, statistics, sociology, graph theory, computer algorithms, spectral method, the mathematical model of network development , including random graph model and generate a model, and the theory of dynamical processes on the network.
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