Lectures on Complex Networks - Sergey Dorogovtsev

Lectures on Complex Networks

Buch | Softcover
146 Seiten
2010
Oxford University Press (Verlag)
978-0-19-954893-4 (ISBN)
44,85 inkl. MwSt
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This text is a very concise modern introduction to complex networks based on lectures for university students and non-specialists. The text fills the gap between popular science books and comprehensive reference volumes. The book describes the current state of the art in complex networks and will be useful for teaching and self-study.
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.

S.N. Dorogovtsev gained his PhD from Ioffe the Institute, St. Petersburg in 1981 and has been research professor in the Theoretical Department there since 1993. He is currently also investigator-coordinator at the Physics department of the University of Aveiro, Portugal. He won the Gulbenkian Prize in Science in 2004.

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

Reihe/Serie Oxford Master Series in Physics ; 20
Zusatzinfo 93 black and white line illustrations
Verlagsort Oxford
Sprache englisch
Maße 189 x 246 mm
Gewicht 332 g
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Mathematik / Informatik Mathematik
Naturwissenschaften Physik / Astronomie Thermodynamik
ISBN-10 0-19-954893-5 / 0199548935
ISBN-13 978-0-19-954893-4 / 9780199548934
Zustand Neuware
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