Del 20 i serien Oxford Master Series in Physics

Lectures on Complex Networks

Häftad, Engelska, 2010

AvSergey Dorogovtsev

719 kr

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This text is a concise modern introduction to the science of complex networks, and is based on lectures for university students and non-specialists. The author aims to introduce a reader without serious background in mathematics or physics to the world of networks. The lectures fill the existing gap between popular science books and comprehensive reference volumes on complex networks, and provide the shortest path to the world of networks, discussing the main directions of modern research in this active field, as well as the history of network studies. The text describes the current state of the art in complex networks and includes recent results, and will be useful for both teaching and self-study.

Produktinformation

Utgivningsdatum2010-02-11
Mått189 x 246 x 7 mm
Vikt332 g
FormatHäftad
SpråkEngelska
SerieOxford Master Series in Physics
Antal sidor146
FörlagOUP OXFORD
ISBN9780199548934

Tillhör följande kategorier

Matematisk fysik inom Naturvetenskap och teknik
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Matematik inom Naturvetenskap och teknik

1. First steps towards networks ; 2. Classical random graphs ; 3. Small and large worlds ; 4. From the Internet to cellular networks ; 5. Uncorrelated networks ; 6. Percolation and epidemics ; 7. Self-organization of networks ; 8. Correlations in networks ; 9. Weighted networks ; 10. Motifs, cliques, communities ; 11. Navigation and search ; 12. Traffic ; 13. Interacting systems on networks ; 14. Optimization ; 15. Outlook

Dorogovtsev is one of the top researchers in probably the hottest new research field today: networks science. He is responsible for a number of fundamental results pertaining to the structure and dynamics of scale-free networks. In this book we see a different aspect of him: as an educator, he offers a concise introduction to complex networks. Lectures on Complex Networks is a wonderful elementary yet non-compromising starting point for anybody who would like to get acquainted with the science of networks.