Epidemics and Rumours in Complex Networks

Informationen zum Autor Moez Draief is Assistant Professor in the Department of Electrical and Electronic Engineering at Imperial College, London. Klappentext A concise introduction for applied mathematicians and computer scientists to modern approaches to epidemic modelling on networks. Zusammenfassung This concise introduction to basic models! analytical tools and mathematical and algorithmic results is an ideal accompaniment for graduate courses. It is also for researchers (statistical physicists! biologists! social scientists) who need an efficient guide to modern approaches to epidemic modelling on networks. Inhaltsverzeichnis Introduction; Part I. Shapeless Networks: 1. Galton-Watson branching processes; 2. Reed-Frost epidemics and Erd¿s-Rényi random graphs; 3. Connectivity and Poisson approximation; 4. Diameter of Erd¿s-Rényi graphs; 5. From microscopic to macroscopic dynamics; Part II. Structured Networks: 6. The small-world phenomenon; 7. Power laws via preferential attachment; 8. Epidemics on general graphs; 9. Viral marketing and optimised epidemics; References; Index.

Dettagli sul prodotto

• Autori: Moez Draief, Moez Massoulie Draief, Laurent Massoulie
• Editore: Cambridge University Press ELT
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 03.12.2009
• EAN: 9780521734431
• ISBN: 978-0-521-73443-1
• Pagine: 130
• Serie: London Mathematical Society Lecture Note Series
• Categoria: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Comunicazione dati, reti