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Evolution of Networks


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Table of Contents

0: Modern architecture of random graphs 1: What are networks? 2: Popularity is attractive 3: Real networks 4: Equilibrium networks 5: Non-equilibrium networks 6: Global topology of networks 7: Growth of networks and self-organized criticality 8: Philosophy of a small world A: Relations for an adjacency matrix B: How to measure a distribution C: Statistics of cliques D: Power-law preference E: Inhomogenous growing net F: Z-transform G: Critical phenomena in networks H: A guide to the network literature

About the Author

S. N. Dorogovtsev, Ioffe Institute, St Petersburg, Russia, J.F.F. Mendes, University of Aveiro, Portugal


`This book is the first technical text on the currently fashionable filed of complex networks. I strongly recommend this book to anyone interested in this new and interdisciplinary field of research. ' Journal of Statistical Physics `'Evolution of Networks' offers an excellent foundation from which the fast-paced field can be approached with confidence. It would be an excellent addition to the bookshelf of anyone interested in networks. ' Physics Today

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