Networks by Mark Newman (9780199206650)

Description - Networks by Mark Newman

This book brings together for the first time the most important breakthroughs in networks analysis from mathematics, physics, computer and information sciences, biology, and the social sciences, presenting them in a coherent fashion, and 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.

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