Networks pdf epub mobi txt 電子書下載2025

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出版者:Oxford University Press, USA

作者:Mark Newman

出品人:

頁數:720

译者:

出版時間:2010-5-20

價格:USD 85.00

裝幀:Hardcover

isbn號碼:9780199206650

叢書系列:

圖書標籤:

復雜網絡
網絡分析
復雜係統
networks
社會網絡
網絡
Newman
科學

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The scientific study of networks, including computer networks, social networks, and biological networks, has received an enormous amount of interest in the last few years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and analyze network data on a large scale, and the development of a variety of new theoretical tools has allowed us to extract new knowledge from many different kinds of networks. The study of networks is broadly interdisciplinary and important developments have occurred in many fields, including mathematics, physics, computer and information sciences, biology, and the social sciences. This book brings together for the first time the most important breakthroughs in each of these fields and presents them in a coherent fashion, highlighting the strong interconnections between work in different areas. Subjects covered include the measurement and structure of networks in many branches of science, methods for analyzing network data, including methods developed in physics, statistics, and sociology, the fundamentals of graph theory, computer algorithms, and spectral methods, mathematical models of networks, including random graph models and generative models, and theories of dynamical processes taking place on networks.