Networks - Newman Mark

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Résumé :
The study of networks, including computer networks, social networks, and biological networks, has attracted enormous interest in recent years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and analyze network data on an unprecedented scale, and the development of new theoretical tools has allowed us to extract knowledge from networks of many different kinds. The study of networks is broadly interdisciplinary and developments have occurred in many fields, including mathematics, physics, computer and information sciences, biology, and the social sciences. This book brings together the most important breakthroughs in each of these fields and presents them in a unified fashion, highlighting the strong interconnections between work in different areas. Topics covered include the measurement of networks . methods for analyzing network data, including methods developed in physics, statistics, and sociology . fundamentals of graph theory . computer algorithms, including spectral algorithms and community detection . mathematical models of networks such as random graph models . and models of processes taking place on networks.

Biographie:
Mark NEWMAN is the Anatol Rapoport Distinguished University Professor of Physics at the University of Michigan.